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  "sourcesContent": ["import{jsx as e,jsxs as i}from\"react/jsx-runtime\";import{addPropertyControls as n,ControlType as t,LazyValue as r}from\"framer\";import*as a from\"react\";let o={iuV7_So8S:new r(()=>import(\"./XUuBfUO9h-0.js\"))},s=e=>{let i=[];for(;e;){let n=o[e.id];if(n){let e=n.preload();e&&i.push(e);}e=e.fallback;}if(i.length>0)return Promise.all(i);},c=(e,i)=>{for(;i;){let n=o[i.id];if(n){let i=n.read()[e];if(i)return i;}i=i.fallback;}},l=\"Rz5mcERk1\",d=\"kk7AhMCJW\",h=\"APWMZ33ob\",p=\"kxoaXkRJM\",g=\"AQe3kTWG8\",u=\"BrOWdTITZ\",m=\"PeZCmAb8E\",f=\"VTVJBqS9i\",y=\"cntmgudvu\",v=\"PYRHkWHXn\",b=(e,i)=>{if(e&&\"object\"==typeof e)return{...e,alt:i};},w=new Map,k={read(n){var t;let r=null!==(t=null==n?void 0:n.id)&&void 0!==t?t:\"default\",o=w.get(r);if(o)return o;let s=[{index:0,id:\"IBwz_FBDO\",[l]:\"Daranghae\",[d]:\"daranghae\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/OxIGiNk4SDeTo4S4SPFuZ1iZlA.png\",srcSet:\"https://framerusercontent.com/images/OxIGiNk4SDeTo4S4SPFuZ1iZlA.png?scale-down-to=512 512w,https://framerusercontent.com/images/OxIGiNk4SDeTo4S4SPFuZ1iZlA.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/OxIGiNk4SDeTo4S4SPFuZ1iZlA.png 1280w\"},\"\"),[g]:\"https://youtu.be/mDI5G1Zg1aI\",[u]:\"dementia\",[m]:\"gemini\",[f]:\"ageing\",[y]:5,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:'\"Daranghae\" is a service aimed at assisting in the prevention of dementia among the elderly. 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Additionally, the production of a product prototype has been finalized, along with modifications based on feedback from visually impaired individuals, ensuring the product's alignment with their needs and preferences.\"})]})},{index:2,id:\"wYqkRIJwk\",[l]:\"POLI\",[d]:\"poli\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/MG4FNqhjqyXUZn9r5JBcqp3BrZc.png\",srcSet:\"https://framerusercontent.com/images/MG4FNqhjqyXUZn9r5JBcqp3BrZc.png?scale-down-to=512 512w,https://framerusercontent.com/images/MG4FNqhjqyXUZn9r5JBcqp3BrZc.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/MG4FNqhjqyXUZn9r5JBcqp3BrZc.png 1280w\"},\"\"),[g]:\"https://youtu.be/0ozV-ylVRtg\",[u]:\"cybercrime\",[m]:\"early response to cybercrime \",[f]:\"police\",[y]:3,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview \"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"POLI is an AI service designed to simplify cybercrime handling, making it no longer challenging for anyone. It provides consultations, rapidly delivers legal information tailored to the victim, and auto-completes a Police report for immediate filing. This service simplifies the complex, time-consuming report process and provides optimized guides for various cybercrime types, outperforming any current system. Moreover, the quick sharing of victim data facilitates both short and long-term crime tracking by the police, contributing to solving societal issues related to cybercrime.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge \"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Cybercrime is growing rapidly, diversifying, and affecting younger victims. The online nature of cybercrime makes early response critical due to evidence volatility and fast damage spread. However, current systems' limitations hinder such responses. 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Additionally, the swift transmission of data can assist police in both short and long-term crime tracking. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development \"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Through in-depth interviews with victims, we identified the inconveniences of the current cybercrime response system. Despite the importance of quick initial responses in preventing further damage, complex reporting procedures and a lack of legal information among victims make it difficult to report quickly. We identified that simplifying the consultation and reporting process through an AI-based chatbot could significantly impact minimizing the blind spots in victim relief. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project used an iterative development approach, starting with conceptual design to define the chatbot's features and user experience. We prototyped using NLP and dialogue management, training the chatbot with cybercrime reports and legal terms. Throughout, we collaborated with stakeholders and end-users for feedback to improve performance. We implemented strategies like error handling and fallback mechanisms, aiming to build a robust, user-friendly system. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:3,id:\"nKfBP1OWc\",[l]:\"Housing Rental Fraud Prevention\",[d]:\"housing-rental-fraud-prevention\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/0LS69SSoiT7kBF5H1dhYohRBR0U.png\",srcSet:\"https://framerusercontent.com/images/0LS69SSoiT7kBF5H1dhYohRBR0U.png?scale-down-to=512 512w,https://framerusercontent.com/images/0LS69SSoiT7kBF5H1dhYohRBR0U.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/0LS69SSoiT7kBF5H1dhYohRBR0U.png 1280w\"},\"\"),[g]:\"https://youtu.be/2wAPEHGaZQw\",[u]:\"Fraud prevention\",[m]:\"Scam prevention\",[f]:\"Housing stability\",[y]:1,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our service is designed to prevent the increasing and serious problem of fraud in Korea's predominant housing form, the Jeonse lease contract. Unlike other existing services, we have created a service where AI assesses the risk of Jeonse fraud with simple document reviews. Additionally, we have built a chatbot service capable of accurate Q&A by applying RAG technology to LLM, a generative AI. RAG technology was implemented using LangChain and Vector DB, to reduce LLM's hallucination issues.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Jeonse fraud in South Korea, which exceeded 4 trillion won in damage in 2023 and even resulted in suicides, is a grave social issue. This problem leads to financial losses and contributes to distrust in the real estate market. Additionally, it undermines housing stability and causes community unrest. Addressing these issues is crucial for fostering fair and stable living environments, thereby enhancing the stability and credibility of local communities.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Unlike existing services that solely offer document review feature through real estate agents, resulting in long waiting times and high costs, this service provide real-time document review and Q&A features using AI in addition. Additionally, we review all documents necessary for preventing Jeonse fraud. Lastly, we included an online community feature to allow users to continue engaging with the service even after utilizing the Jeonse fraud detection feature.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our team faced the challenge of dealing with the latest technologies, LLM and RAG. We engaged with relevant research papers to accumulate theoretical knowledge. The unexpected discovery we made was recognizing the benefits of studying technologies through academic papers. 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We ensured clear role allocation among team members to maximize their expertise and regularly shared updates to align project direction.\"})]})},{index:4,id:\"mTnHdwhRk\",[l]:\"Memo\",[d]:\"memo\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/A0ttFB2gYX6UXpJunFAokZN2804.png\",srcSet:\"https://framerusercontent.com/images/A0ttFB2gYX6UXpJunFAokZN2804.png?scale-down-to=512 512w,https://framerusercontent.com/images/A0ttFB2gYX6UXpJunFAokZN2804.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/A0ttFB2gYX6UXpJunFAokZN2804.png 1280w\"},\"\"),[g]:\"https://youtu.be/EeBxeqX4ktA\",[u]:\"elderly\",[m]:\"Well-Dying \",[f]:\"Well-Aging  \",[y]:1,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project deals with a 'well-dying' culture that beautifully organizes life. 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Our 'Memo' app seeks to address this gap by raising awareness of 'well-dying' and encouraging self-determination and a life of value.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Beyond mere bucket lists or funeral preparations, our project differentiates itself through a finely-tuned generative AI, MORI, creating rapport with users. Conversations with MORI help users alleviate fears and anxieties, preparing for a healthy and happy later life. Additionally, our portrait service offers greater convenience to those with physical or environmental limitations. This isn't just about merging faces; it utilizes deep learning-based Face-swap API technology to produce more natural-looking photographs.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"We realized that thinking about life and death allowed us to see the rest of our lives positively and wanted to help us look back on our lives through AI. However, Expert feedback indicated our app needed more reasons for ongoing use. We learned that the elderly had a desire to leave a mark, so encouraged continued participation in the app by connecting their autobiography to the service.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our app was built with React Native and Firebase. We trained our generative AI, using OpenAI Fine Tuning for user interactions. Voice conversations are powered by React-Native Voice, while ChatGPT and DALL-E handle summarization and card cover creation. Longevity portraits are created using a Face Swap API. Despite compatibility challenges, We found solutions and successfully completed the project with teamwork.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:5,id:\"Y8DceBGvm\",[l]:\"HI, theRE\",[d]:\"hi-there\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/FEBWuO7sDVhbnu8TEywzrpc26U.png\",srcSet:\"https://framerusercontent.com/images/FEBWuO7sDVhbnu8TEywzrpc26U.png?scale-down-to=512 512w,https://framerusercontent.com/images/FEBWuO7sDVhbnu8TEywzrpc26U.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/FEBWuO7sDVhbnu8TEywzrpc26U.png 1280w\"},\"\"),[g]:\"https://youtu.be/qtPoMYFYQJk\",[u]:\"SaaS\",[m]:\"foreign workers \",[f]:\"Management\",[y]:1,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:\"Project Overview\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our app is designed to aid in managing foreign workers. Workers can conveniently register, access their registration certificates, and engage with fellow workers through the community.  Additionally, it offers job search and life information, as well as multilingual versions of administrative services through chatbots. Moreover, it automatically computes wages by tracking work time and location using GPS. This addresses the challenges encountered by foreign workers as they adapt to the Korean environment. For the government and business owners, it provides data and statistics on foreign workers for efficient management. \"}),/*#__PURE__*/e(\"h4\",{children:\"Identifying the Challenge\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem:  \"})}),/*#__PURE__*/e(\"p\",{children:\"The growing number of foreign workers is poorly managed, leading to an increase in illegal immigration and a labor shortage. 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Unlike conventional employer-centric systems, we identified worker needs and provided comprehensive statistics to inform future support plans. \"}),/*#__PURE__*/e(\"h4\",{children:\"Insights and Development\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"During the development process, a crucial insight emerged: understanding the authentic fundamental needs of foreign workers. We prioritized highlighting the merits of our service to precisely grasp. Moreover, considering legal compliance and enhancing user experience, regarding personal data, was essential. We conducted legal research to safeguard rights and incorporated user feedback from prototype testing to ensure responsiveness to user reactions.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"The app offers crucial services for foreign workers, covering everything from registration to communication features, ensuring basic rights provision. Additionally, frontend web development visually illustrates the data construction and utilization processes. These functionalities ultimately aim to provide user convenience through cloud computing-integrated cross-business solutions.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:6,id:\"stXXjRqxa\",[l]:\"Team Hong\",[d]:\"team-hong\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/FGTocXYJd8ft5NUYHMX3g3iZI.png\",srcSet:\"https://framerusercontent.com/images/FGTocXYJd8ft5NUYHMX3g3iZI.png?scale-down-to=512 512w,https://framerusercontent.com/images/FGTocXYJd8ft5NUYHMX3g3iZI.png 819w\"},\"\"),[g]:\"https://youtu.be/cLVxr6FhiIg\",[u]:\"diffusion AI\",[m]:\"building material upcycling\",[f]:\"recycling\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:'Our \"Architectural Drawing Generation with Recycled Materials\" project aims to improve the productivity of architectural design while solving the construction waste problem. It utilizes generative AI to predict the required amount of building materials and promote the reuse of recycled materials. To generate architectural drawings, we leverage a multimodal input-enabled LCM (Latent Consistency Models) model based on Stable Diffusion. This model generates design drawings and birds-eye-views. Also we can predict the required amount of building materials based on the drawings. '}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Construction waste is the largest component of waste, accounting for 20-50% of total waste generated by countries. Due to the high cost of disposal, recycling construction waste is not an option but a necessity.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Image generation AI has demonstrated powerful capabilities, but it requires high computing power. To overcome this, we applied LoRA (Low-Rank Adaptation) to an LCM model architecture, which is capable of few-step generation. By providing information about drawings and buildings during the fine-tuning process using LoRA, we showed that we can output design drawings based on information about the desired building.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"The development of this idea required extensive research. To understand the recycling process of construction waste in Korean society, we investigated information on construction waste treatment companies, unit prices of construction materials and recycled materials, and laws related to architectural design. Based on this research, we were able to develop the idea of using generative AI to further promote the recycling of construction waste.\"}),/*#__PURE__*/e(\"p\",{children:\"\\f\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"The models used in our project (LCM-lora, BLIP) utilized Huggingface's diffuser and transformers libraries. Since there was no text data in the used dataset and training was conducted with limited computing resources, we built a computationally efficient pipeline using LoRA for the image captioning model and LCM model. The trained model can perform inference by only loading the LoRA module weights into Stable-Diffusion v1.5.\"})]})},{index:7,id:\"J8nEqwtiO\",[l]:\"My AI Doctor\",[d]:\"my-ai-doctor\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/KnV7bQ2ZYt7LSHbx08iuxKGIIN8.png\",srcSet:\"https://framerusercontent.com/images/KnV7bQ2ZYt7LSHbx08iuxKGIIN8.png 503w\"},\"\"),[g]:\"https://youtu.be/atFOYj4gQZw\",[u]:\"Healthcare Inequality\",[m]:\"Medical Workforce Shortage\",[f]:\"Healthcare Gap\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview \"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"It is an e-Healthcare solution against the aging era and the regional medical gap in R.O.K. First, we propose the introduction of a government-managed integrated system that integrates distributed medical data and enhances security, as well as a new Korean-style family doctor system. And we envision an app service that supports preliminary and health monitoring services and remote collaboration by AI doctor assistants. We can see the effect of increasing medical access, increasing the interconnectivity between patients and doctors, and increasing the efficiency of face-to-face and telemedicine via this project.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Addressing the gap in medical services between urban and rural areas, and preparing for the change of a super-aged society, we expected the family doctor system and telemedicine to be very effective solutions. In particular, the integration of individual distributed medical data and the introduction of the family doctor system will improve the quality of primary medical services and enable continuous disease management, resulting in a reduction in overall medical costs. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"In\\xa0proposing a new Korean-style family doctor model, the app tried to fully reflect not only current but also future environmental changes and problems. And many people only think about AI replacing doctors, but we tried to consider why AI cannot replace doctors now, what's lacking, what's useful for doctors, and so on. So, we finally designed to save time through the AI pre-diagnosis and collaboration system to save time when there are insufficient doctors.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"We tried to capture various opinions in the field for the app via direct interviews with medical experts. And using Figma, we designed it to make it easy and comfortable for the patients to use and feel satisfaction in their hands. The final development was made available in both iOS and Android environments using React Native.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"We first implemented Flutter based on Figma, but we decided that it would be more advantageous to use other cross-platforms in terms of data linkage, so we created a new app with React Nate. As a result, more effort was put in, and as a result, we were able to provide quick and easy telemedicine procedures and strengthen our relationship with doctors within the app to propose an app for solving future medical problems.\"})]})},{index:8,id:\"lEwIoBd1i\",[l]:\"Good Pet Shop\",[d]:\"good-pet-shop\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/n6gMMBS6SXCUwgZ3aChO5s9Zc.jpg\",srcSet:\"https://framerusercontent.com/images/n6gMMBS6SXCUwgZ3aChO5s9Zc.jpg?scale-down-to=512 512w,https://framerusercontent.com/images/n6gMMBS6SXCUwgZ3aChO5s9Zc.jpg?scale-down-to=1024 1024w,https://framerusercontent.com/images/n6gMMBS6SXCUwgZ3aChO5s9Zc.jpg 1920w\"},\"\"),[g]:\"https://youtu.be/MlnVexHQje8\",[u]:\"pet\",[m]:\"petshop\",[f]:\"adaption\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary:\"})}),/*#__PURE__*/e(\"p\",{children:\" As the number of companion households increases in modern society, social problems such as animal abandonment and puppy mills arise. Therefore, We thought of a 'good pet shop' operated under the animal production/sales permit system for a better companion culture. Consumers can choose an ethical pet shop that cares about the welfare of animals because this permit system has specific standards for the living space regulations and manpower of animals in the facility. In addition, users can easily solve questions arising while living with their pets through an AI chatbot.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\" The issue of abandoned animals and puppy mills infringes on animal welfare. Run solely for profit, they treat one life as a means of making money, and they even use esthetics and illegal drugs. It is unethical to ignore the basic rights of life. Also, abandoned animals become wild animals, causing ecosystem disturbances and attacking people. Solving this problem doesn't stop at serving animals, but is linked to human safety.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out:\"})}),/*#__PURE__*/e(\"p\",{children:' Rather than criticizing abandoned sites, we praised sites that care about animal welfare. Since our project is run based on the permit system, it is possible to explain the standards of an \"ethical pet shop\" and engage people. Additionally, the profit of the dog mills will decrease. AI chatbots have enabled people to quickly access and solve questions that arise during their companion lives with only the information they need.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey:\"})}),/*#__PURE__*/e(\"p\",{children:\" The main problem was that the protected abandoned animals were not easily exposed to the general public. In the process of solving this problem, we found that there is public data summarizing the current status of protection and an animal production/sales permit system that lets you know whether it is a legitimate pet shop.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process:\"})}),/*#__PURE__*/e(\"p\",{children:\" We were able to study UI/UX structures that can be intuitive to users by using Figma. We developed the parts in charge of each team member, and when there are some difficulties, we had time to solve them together in chat room. In particular, in the process of thinking about how to be intuitive, a lot of discussions arose.\"})]})},{index:9,id:\"YTAGwLKbf\",[l]:\"Illzzik\",[d]:\"illzzik\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/B0nZj1pJHHUmY8KqW7BgpShQdV0.png\",srcSet:\"https://framerusercontent.com/images/B0nZj1pJHHUmY8KqW7BgpShQdV0.png?scale-down-to=512 512w,https://framerusercontent.com/images/B0nZj1pJHHUmY8KqW7BgpShQdV0.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/B0nZj1pJHHUmY8KqW7BgpShQdV0.png 1920w\"},\"\"),[g]:\"https://youtu.be/zgcXtXNnwTg\",[u]:\"ageing society\",[m]:\"healthcare\",[f]:\"Health Care Disparities \",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project, ILLZZIK, is a web app that uses AI to diagnose skin diseases primarily for seniors suffering from regional medical disparities. Users can upload photos of skin conditions through the app, and the AI provides diagnoses. The app simplifies diagnosis explanations for easy understanding and supports voice input and output for convenience, enhancing accessibility to medical services for these vulnerable groups.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"The primary social issue addressed by ILLZZIK is resolving regional healthcare disparities within an aging society. These disparities often result in inadequate medical access for seniors in remote or underserved areas. Early detection and prevention of diseases are crucial for these populations, making it essential to provide a solution that brings medical services closer to them, regardless of their geographical location. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"ILLZZIK distinguishes itself by addressing the crucial issue of healthcare accessibility through a unique blend of AI technology and user-centric design. The app's innovative use of AI to diagnose skin diseases and recommend specialists is especially designed for seniors, who are most at risk of being affected by regional healthcare disparities. Its voice input and output features ensure that even users with limited tech-savviness can easily access and use the app, making it a pioneering solution in mitigating healthcare access issues in an aging society. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"The journey of developing ILLZZIK illuminated the critical need for accessible healthcare solutions in aging and geographically diverse populations. One of the key challenges was designing an AI system capable of accurately diagnosing a wide range of skin conditions from varied user-taken photos. Additionally, making the app intuitive for seniors required innovative UI/UX approaches. Feedback loops and user testing were instrumental in overcoming these challenges, leading to significant improvements in AI accuracy and user interface design.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"The creation of ILLZZIK leveraged Streamlit for its front-end, providing a rapid development environment conducive to creating interactive, user-friendly applications. Python was used for back-end development, with AI and machine learning models developed using TensorFlow, Keras, and other libraries. The development journey encompassed initial planning and design phases, focusing on user experience and AI model accuracy, followed by intensive testing and refinement stages. This iterative approach, enriched by user feedback and real-world testing, was crucial in evolving ILLZZIK into an effective tool for bridging healthcare access gaps, demonstrating the power of integrated technological solutions in confronting societal challenges.\"})]})},{index:10,id:\"roynolyW_\",[l]:\"Broady\",[d]:\"broady\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/tUyxOwesZNnfF2W7H04fxVe38.png\",srcSet:\"https://framerusercontent.com/images/tUyxOwesZNnfF2W7H04fxVe38.png?scale-down-to=512 512w,https://framerusercontent.com/images/tUyxOwesZNnfF2W7H04fxVe38.png 975w\"},\"\"),[g]:\"https://youtu.be/ecdE98SlXIQ\",[u]:\"Blind\",[m]:\"Image Description\",[f]:\"disability\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Broady is a mobile application that connects the visually impaired and sighted individuals through one-on-one chat services and artificial intelligence. Users needing visual assistance can send images and receive instant image descriptions via AI chatbot AI Rody and human interpreters. In particular, AI Rody uses the GPT-4V API, along with the Naver Clova OCR API and the Bing Visual Search API, to overcome language-specific issues and offer precise image descriptions in Korean. This solution aims to increase accessibility, empowering visually impaired users to navigate online and offline environments with greater autonomy.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Korea\u2019s Anti-Discrimination Act requires that all content be accessible to the visually impaired. Yet over 96% of websites fail to meet accessibility standards. Particularly, the absence of alternative texts, limits the visually impaired from understanding visual content, making it inevitable for them to rely on others for assistance. Increasing accessibility is crucial to promote inclusivity for all in the digital sphere.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Broady sets itself apart from its competitors due to its innovative blend of AI and human interpreters. Unlike existing solutions that rely solely on either AI or human support, Broady uses them both, offering instant yet precise visual assistance. Furthermore, Broady's visual data will be utilized to create alternative texts for businesses, thus addressing web accessibility issues at a fundamental level.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"After launching an MVP that didn't meet our user engagement expectations, our team realized the importance of aligning our development process with user's real needs. Simplifying the user flow, we also actively incorporated feedback from visually impaired individuals and welfare centers. We even established an advisory board of blind people to address inconveniences. This user-centered change significantly improved Broady\u2019s recognition.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"We initially conducted an MVP to provide image commentary via KakaoTalk. This trial highlighted immediacy, specificity, and uniqueness as components of effective commentary. Our team identified the shortcomings of existing AI photo commentary services, and developed Broady, a service that combines image analysis AI and human input. Broady's interactive UI enhances accessibility for visually impaired users.\"})]})},{index:11,id:\"TjVG8G8MG\",[l]:\"Shim-bwat-da\",[d]:\"shim-bwat-da\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/qEBHbuadhm9iOFOLqlua187Ogg.png\",srcSet:\"https://framerusercontent.com/images/qEBHbuadhm9iOFOLqlua187Ogg.png?scale-down-to=1024 907w,https://framerusercontent.com/images/qEBHbuadhm9iOFOLqlua187Ogg.png 1074w\"},\"\"),[g]:\"https://youtu.be/CNmBZ4bkjkE\",[u]:\"retirement\",[m]:\"emotional support\",[f]:\"self-actualization\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"\u201CShim-bwat-da\u201D (Korean meaning of Eureka) is an integrated platform AI companion for all retired personnel. Through a customized avatar chatbot, the application provides the retiree with solutions and data depending on what they ask for their post-retirement life. Its core functionality is its ability to study the lifestyle of the end-user and provide integrated response and information for personalized situations of the retiree. The application also gives bond and motivation for the active senior to commit to productive activities such as senior education institutes.  \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"We decided to tackle the super-aging society of South Korea, but especially with life after retirement. Life expectancy in Korea is predicted to be highest in the world, but with birth rates hitting its lowest, the senior generation have and will greatly surpass the working population. Therefore, by supporting the older generation this would not only help the physical and psychological benefits, but also help sustain the Korean economic structure. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project stands out because it integrates an AI that is not only a chatbot, but an avatar that can be easily accessed and frequently used by active seniors. Also characterizing them to friendly lets them feel a bond between it. Furthermore, this application brings opportunities to get information of the needs and tendencies of the seniors, which could also help the government create new policies based on the data collected through this application.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Understanding how to properly offer bond and affection to the application, and offering genuine support through the app was a big consideration that we had to make. To solve this, we desk researched competitors in both public and private sectors, and interviewed retirees of what functionality they would most like have included as a feature. We realized that there are cases where usability is an issue, therefore we have put efforts to increase accessibility to the application.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"The project was built through designing and prototyping in Figma. Through Figma, we have assembled the application UI and prototype. This could be applied as an ideation of how the application will function when it arrives to the stage of practical development.\"})]})},{index:12,id:\"uzmRHn_oS\",[l]:\"Barrier-Free\",[d]:\"barrier-free\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/5QKXfwmfu9RwZepygYra4uH3Z40.png\",srcSet:\"https://framerusercontent.com/images/5QKXfwmfu9RwZepygYra4uH3Z40.png?scale-down-to=512 512w,https://framerusercontent.com/images/5QKXfwmfu9RwZepygYra4uH3Z40.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/5QKXfwmfu9RwZepygYra4uH3Z40.png 1920w\"},\"\"),[g]:\"https://youtu.be/0MUS2EV36CE\",[u]:\"barrier-free \",[m]:\"personalized navigation\",[f]:\"support individuals with disabilities\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Map app that serves as an aid for comprehensive living, including access to and use of infrastructure for the disabled. It provides customized navigation services, welfare and convenience facilities for the disabled, and job information for the disabled. Customized navigation services, welfare and convenience facility location information for the disabled, job information for the disabled.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"In Korea in 2024, the right to move for the disabled is suppressed, and the unemployment and isolation problems of the disabled are serious. Therefore, it is necessary to create a comprehensive support app for the lives of the disabled to help them become self-reliant and to enable them to enjoy an equal life as much as the disabled are non-disabled.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our map app caters to disabled users, facilitating proactive engagement. It offers tailored route guidance with obstacle markers and utilizes buffer technology to highlight disability infrastructure on the main screen. Additionally, it provides personalized employment information and vocational programs using the AHP technique for tailored services, setting it apart from other map apps.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"We spent a lot of time filtering out valid data due to duplicates when loading data. Additionally, in non-metropolitan areas, there's significantly less data compared to metropolitan areas, which limits the effectiveness of the Barrier-Free App. To address this, we've decided to propose sharing facility statistics with both private and public institutions to promote welfare support and infrastructure expansion. It aims to advance disability welfare by providing access to practical infrastructure based on user-reported facility information in the Barrier-Free app.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"We parsed XML files, displayed a map on an HTML page, and designed UI with Uizard. Our app includes basic map functions and user-specific features like grayscale themes for color blindness. Users can also register or report facilities, enhancing engagement and aiding policy research.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:13,id:\"qv1nLFVwn\",[l]:\"Navi\",[d]:\"navi\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/ku8cWguzzjzVySl7kZ7NfYgQI.png\",srcSet:\"https://framerusercontent.com/images/ku8cWguzzjzVySl7kZ7NfYgQI.png?scale-down-to=512 512w,https://framerusercontent.com/images/ku8cWguzzjzVySl7kZ7NfYgQI.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/ku8cWguzzjzVySl7kZ7NfYgQI.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/ku8cWguzzjzVySl7kZ7NfYgQI.png 3840w\"},\"\"),[g]:\"https://youtu.be/-hhlk--XH4o\",[u]:\"financial product\",[m]:\"mis-selling for elderly\",[f]:\"senior \",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary : \"})}),/*#__PURE__*/e(\"p\",{children:\"nAvI is a service designed to address the issue of 'mis-selling of financial products' to the elderly. To solve this problem, the service features include providing basic information about products through search, extracting misguidance and correcting facts during conversations with bankers, and offering quizzes about the products being considered for enrollment. For easy explanations and the misguidance extraction feature, Google's generative AI, GEMINI, has been used, and image-generating AI has also been utilized.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our problem is \u2018Misselling\\xa0to the elderly\u2019  Mis-selling is The omission of crucial details or the misrepresentation and exaggeration of financial products by a financial company, which leads to consumer misunderstanding during the sales process. The reason why the problem is serious is that there is a large amount of damage of 7 trillion won, and it is a problem that is repeated continuously for 20 years.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"The most important part of our project is how to describe financial products easily. For this purpose, we put the most effort into utilizing generative ai and deriving accurate and practical answers to generative ai. For this purpose, we learned pdf and learned various reference data to increase accuracy.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"I realized the importance of communication and a quick and accurate information sharing system in the process of team project.\"}),/*#__PURE__*/e(\"p\",{children:\"In particular, as the entire process was carried out within a short period of time, it had to be shared and applied to development as soon as the contents of the plan were revised.However, we overcame that difficulity through the way using a shared document service in which we organize everything about project.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"We developed the Android app front with a flutter framework that provides a variety of libraries of app development essential functions to make apps easy and fast in a short period of time. The backend was developed with Java and Sprinsg Boot framework, using MySQL for the main DB. The DB was run with GCP Cloud SQL, and the Spring Boot application was built as a Docker image, pushed to GCP Artifact Registry, and deployed via Compute Engine.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:14,id:\"iWWbQiuyW\",[l]:\"K-Future\",[d]:\"k-future\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/nTUWcgT8nkSCc67RQgZpg4SQxs.png\",srcSet:\"https://framerusercontent.com/images/nTUWcgT8nkSCc67RQgZpg4SQxs.png?scale-down-to=512 512w,https://framerusercontent.com/images/nTUWcgT8nkSCc67RQgZpg4SQxs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/nTUWcgT8nkSCc67RQgZpg4SQxs.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/nTUWcgT8nkSCc67RQgZpg4SQxs.png 4000w\"},\"\"),[g]:\"https://youtu.be/N_XtQuo7L-E\",[u]:\"traffic accident prevention\",[m]:\"Senior-Friendly App\",[f]:\"elderly aid\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"To prevent traffic accidents caused by the elderly, a project to add 'senior mode' to general navigation was planned. The elderly risk index is expressed in various colors so that you can intuitively understand the risk. In addition, there are hospital connection and customized voice guidance functions through the emergency button on the navigation screen. Also, there are games and education tabs to check driving ability, and chatbot TENGOO, a generative AI that allows the elderly to obtain information through real-time conversation.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Currently, the number of elderly drivers in Korea is increasing due to the super-aged society. Although traffic accidents caused by the elderly are increasing due to the deterioration of the physical ability of elderly drivers, the current policy is not feasible and policy considerations for traffic safety are insufficient. Therefore, it is intended to help elderly drivers drive safely by considering the factors that are dangerous to elderly drivers.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"We proposed senior-centric navigation for existing navigation that lacks consideration for seniors. We considered the interface for older drivers and added easy access through switching modes. We also added guidance elements that can be particularly dangerous for the elderly and integrated other games and education to make it all available at once. Seniors have access to AI through voice recognition, offering them intuitive ways to engage with technology.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"While initially developing the app's UI, the team included features that seniors needed, but overlooked ease of use. To address this, the team conducted research on the digital barriers faced by older users, prototyped, and gained insights by experiencing the app as users. During this process, they realized the importance of considering the user's perspective when generating ideas.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Using R, the risk index was calculated by analyzing data on factors that make older adults particularly vulnerable. We then visualized the map, using color-coding to make it more intuitive. Using Figma, we implemented the analysis into the app, adding additional technologies such as AI emergency services, games, and education, all with the user flow in mind.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:15,id:\"UtgZFyyV4\",[l]:\"Time Capsule\",[d]:\"time-capsule\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/u8jAMbeci0BZ2G4oWDg1S3ESVA.png\",srcSet:\"https://framerusercontent.com/images/u8jAMbeci0BZ2G4oWDg1S3ESVA.png?scale-down-to=512 512w,https://framerusercontent.com/images/u8jAMbeci0BZ2G4oWDg1S3ESVA.png 975w\"},\"\"),[g]:\"https://youtu.be/IR-yM-O2HfY\",[u]:\"Dementia treatment \",[m]:\"Dementia prevention \",[f]:\"game\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary:\"})}),/*#__PURE__*/e(\"p\",{children:'We have developed an application where dementia patients can engage in a \"Spot the Difference\" game using their past photos. When patients upload their past photos, the application utilizes generative AI technology to transform these photos. Patients can then play the \"Spot the Difference\" game using these two images as a source. In the process of finding the differences, dementia patients meticulously examine their old photos, allowing them to recall tiny details of past places, atmospheres, and people captured in the images. This enhances the effectiveness of Reminiscence Training.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Korea is grappling with a rapid increase in dementia cases, notably Alzheimer's, due to its aging population. Dementia not only affects individuals but also places caregiving burdens on families and contributes to rising healthcare costs for the elderly. With the cause of Alzheimer's still unknown, non-pharmacological treatments are vital. Our app focuses on these approaches to address the societal issues arising from dementia in terms of treatment and prevention.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:'According to \"The Effects of Reminiscence Training on Cognitive Function in Elderly with Dementia of the Alzheimer Type,\" reminiscence training can enhance emotional and cognitive functions in dementia patients. However, among 20 surveyed care facilities in Korea, only one offered such programs, and structured autobiographical reminiscence training research is scarce. Our project stands out by providing reminiscence training through a single app, addressing the underdevelopment in this area in Korea.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project initially aimed to prevent and treat dementia by using users' past photos. However, we struggled to balance numerous features, fearing it might dilute the core idea. Through lengthy discussions, we distilled essential elements while discarding unnecessary ones, gradually honing the project's identity. Subsequently, we divided tasks according to our respective expertise, enabling us to complete the project.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Getting three colleagues with different majors together for a competition was quite a challenge. We all had varying opinions about one particular idea, and convincing each other to align our perspectives was tough. Sometimes, we even ended up arguing. However, through this process we realized how crucial it is to listen to each other's opinions for effective discussion.\"})]})},{index:16,id:\"X4shQXW20\",[l]:\"Doctor Phish\",[d]:\"doctor-phish\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/abik9WYOzIEMycVcqPeeg1xQ.png\",srcSet:\"https://framerusercontent.com/images/abik9WYOzIEMycVcqPeeg1xQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/abik9WYOzIEMycVcqPeeg1xQ.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/abik9WYOzIEMycVcqPeeg1xQ.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/abik9WYOzIEMycVcqPeeg1xQ.png 2161w\"},\"\"),[g]:\"https://youtu.be/Xspwii1pnSg\",[u]:\"AI\",[m]:\"phishing\",[f]:\"voice scam\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"'Doctor Phish' is an AI-based voice phishing insurance. It uses AI that constantly learns call data to detect voice phishing. By aligning the interests of insurance stakeholders and encouraging contribution to the system, it ultimately aims for perfect prevention of voice phishing.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Due to the growing awareness among the public, the number of voice phishing incidents is decreasing, whereas the amount of loss per incident is increasing. New methods like 'Deep voice phishing' that utilize generative AI technology are anticipated to emerge as a serious social issue that is challenging to resolve by individuals alone.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Current voice-phishing insurance policies are frequently overlooked due to their inadequate coverage. Current Voice-phishing detection AI models operate publicly without a sustainable business model. This approach limits the opportunity for user participation, which is crucial for enhancing model accuracy. Our AI-based insurance uses incentives like lower premiums to foster user participation, enhancing detection capabilities and offering greater coverage.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Identifying the pain points of current voice-phishing detection and defining unique value propositions was challenging. Recognizing that true prevention exceeds mere alerts and requires user engagement, we merged AI with insurance for a positive loop. Also to overcome the dataset's limitations, we added call-center data, boosting our model's accuracy.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project initiated with leveraging the Hugging Face KoBERT model, fine-tuned for detecting voice phishing texts, alongside the OpenAI API for enhanced precision. Through collaborative efforts in Figma, designers, AI engineers, and product managers structured an efficient workflow. Reviewing existing services and brainstorming in meetings, we considered viable alternatives, leading to a well-integrated solution.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:17,id:\"GB6VIRU8X\",[l]:\"WEB\",[d]:\"web\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/3tO3BXk0GTIMjs84qlS9dtlus.png\"},\"\"),[g]:\"https://youtu.be/lv-PqhntkkU\",[u]:\"Environmental protection\",[m]:\"Energy harvesting\",[f]:\"Health care\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Energy harvesting shoes and Walk encouraging application. Energy harvesting shoes use thermoelectric and piezoelectric effects. Walking in energy harvesting shoes can provide health benefits by generating electricity in an eco-friendly way and preventing various diseases. The application consists of health, game, chart, and calculator tabs. Participation in walking exercise can be encouraged through the functions of these tabs.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Currently, Korea uses excessive fossil fuels to produce electrical energy. Accordingly, environmental problems are becoming more serious and threatening our lives. As of last year, 55% of the domestic population was found to not exercise. Moreover, the incidence of the disease is increasing. Walking regularly can reduce the incidence of disease.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"Through energy harvesting, you can produce energy in an environmentally friendly way and at the same time enjoy health benefits. Unlike existing harvesting devices, our invention makes the energy harvesting device wearable so that energy can be harvested during walking exercise. Additionally, the app's functions can encourage voluntary participation in walking exercise.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"As a non-majors, we had a hard time coding. we wanted to develop SW by writing the framework and code ourselves. In addition, we searched for numerous papers to accurately and logically calculate the amount of electricity generated. It may have taken several times longer than my major, but it was a very meaningful challenge and I could learn a lot.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Identifying environmental and health issues is the first step. Solutions can involve leveraging expertise and software tools like academic research and mentor guidance, as well as creating applications like Scratch-based ones. Integrating expertise with software means comparing different plans, such as Plan A and Plan B, to find the most effective solution quickly and efficiently.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:18,id:\"qlps1fP_m\",[l]:\"Path Pal\",[d]:\"path-pal\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/QNk4BC9FhdphejC9qNR9fxvmzZc.png\",srcSet:\"https://framerusercontent.com/images/QNk4BC9FhdphejC9qNR9fxvmzZc.png?scale-down-to=512 512w,https://framerusercontent.com/images/QNk4BC9FhdphejC9qNR9fxvmzZc.png 975w\"},\"\"),[g]:\"https://youtu.be/kVkSLcSkEuU\",[u]:\"Enable Mobility\",[m]:\"Accessiblity Improvement\",[f]:\"Disability Aid\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:'Our project, \"PathPal,\" is a digital solution designed to improve mobility for people with disabilities. By integrating generative AI technology, we\\'ve developed a chatbot service and a platform that connects users with volunteers to assist with transportation and walking support. This innovative service addresses the everyday transportation challenges faced by people with disabilities, enhancing their independence and participation in society. The primary technologies used include the Flutter Framework, Google Maps Platform, Firebase, Flask, ChatGPT, and LangChain.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"The social issue our team addresses is the mobility challenges faced by people with disabilities. Despite making up over 5.2% of the population, individuals with disabilities experience significant barriers in transportation, often requiring 2-3 times longer to travel compared to non-disabled individuals. Addressing this issue is crucial for fostering an inclusive society where every individual has equal access to mobility and the opportunities it brings.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:\"PathPal stands out through its innovative use of generative AI to offer a seamless chatbot experience, providing real-time information on accessible transportation facilities. Unlike existing solutions that are often fragmented and unreliable, our platform integrates volunteer support with AI technology, offering a comprehensive solution to the mobility challenges faced by the disabled community. This unique approach not only improves accessibility but also promotes community involvement in supporting social inclusion.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Throughout the development of PathPal, our team learned the importance of user-centric design and the potential of AI to make real-world impacts. We encountered challenges in integrating diverse technologies for a seamless user experience. Overcoming these challenges involved collaborative problem-solving and continuous testing with potential users. Our journey was profoundly touched by the unexpected outpouring of volunteer willingness to support, illuminating the heartwarming potential of PathPal to forge meaningful social change.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"PathPal was built using a blend of cutting-edge tools and technologies, including Flutter for mobile application development, Google Maps for navigation, Flask & Firebase for backend services, and the integration of ChatGPT and LangChain for AI-powered chat services. \"}),/*#__PURE__*/e(\"p\",{children:\"Our development journey began at the concept's inception, crafting user-centric prototypes and refining them through continuous testing. Embracing Agile, we ensured adaptability and swift feedback integration. GitHub repositories significantly facilitated collaborative experiments and parallel enhancements, streamlining our workflow.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:19,id:\"vLGU2pqX2\",[l]:\"Jeju Energy Innovation\",[d]:\"jei\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/wVzULfyboN7y5K8oyYaPsKrNhU.png\"},\"\"),[g]:\"https://youtu.be/h0Nh6jCpcVk\",[u]:\"carbon free\",[m]:\"power limitation \",[f]:\"renewable energy generation forecasting\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary:\"})}),/*#__PURE__*/e(\"p\",{children:\"Our project aims to predict wind and solar power generation on Jeju Island, addressing the challenge of energy oversupply. Accurate prediction of the model is essential to solve this problem. We were able to implement the model by integrating the \u201CAttention Mechanism\u201D into the LSTM to obtain better results than previous studies. After that, the web was implemented using Open API and Django. On, the web, we provide predicted values through graphs and tables for users to easily understand. We also calculate the required hourly fossil fuel power generation.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem:\"})}),/*#__PURE__*/e(\"p\",{children:\"When the power supply is temporarily overflowing, the government will limit the output to prevent overloading of the transmission and distribution network. It caused a social loss of 2.2 billion won in 2021. If accurately predicted, it will be possible to reduce the output limit and reduce the thermal power generation. That will contribute to making Jeju a carbon free island, a project Jeju plans to do by 2030.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out:\"})}),/*#__PURE__*/e(\"p\",{children:\"Regarding the prediction of solar power generation, LSTM showed the best performance in previous studies. However, previous studies were conducted before the attention mechanism was introduced. The attention mechanism is known to be a model that completely overcomes the limitations of LSTM, and in this project, the attention mechanism is integrated into LSTM to show better performance than previous studies.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey:\"})}),/*#__PURE__*/e(\"p\",{children:\"Model optimization and hyperparameter tuning were the main components of our development process. The performance of the model with only day and temperature data for the first time was terrible, but it was found that the performance improved when the amount and type of training data were gradually increased. Through this, we learned that if we could naturally receive more detailed and diverse data, we could further improve the model performance.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process:\"})}),/*#__PURE__*/e(\"p\",{children:\"Data from \u201CData portal\u201D, \u201CKMA\u201D, and \u201CAir Korea\u201D were used. For the model, LSTM and pre-trained BERT were integrated and implemented. After that, the next day's data was received through the open API, and the web page was implemented in the local environment using React and Django. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:20,id:\"Mm6N8WfEq\",[l]:\"Fishing Phishing\",[d]:\"fishing-phishing\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/WBwAMVWvYiV5G9WoQR7pwBZURQ.png\",srcSet:\"https://framerusercontent.com/images/WBwAMVWvYiV5G9WoQR7pwBZURQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/WBwAMVWvYiV5G9WoQR7pwBZURQ.png 696w\"},\"\"),[g]:\"https://youtu.be/goZwMSHyezk\",[u]:\"Smishing\",[m]:\"education with fake smishing\",[f]:\"smishing prevention\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:\"Project Overview\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"'FishingPhishing' is an application that provides smishing prevention, education, and a community for the victims. It determines the risk level of texts by analyzing suspicious URLs using Machine Learning model. The application also provides \\\"Fake Smishing\\\", where fake messages, created by Generative AI are randomly sent to the users. It is to help the users increase their ability to discern the smishing messages. If users click on a URL in these fake messages, FishingPhishing leads users to 'Smishing Education' tab. Also, users can share their experiences and fight against the smishing crime together through community function.\"}),/*#__PURE__*/e(\"h4\",{children:\"Identifying the Challenge\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"97% of Korean adults use smartphones to handle important personal information. As reliance on smart devices increases, it is expected that even more sensitive personal data will be managed through these devices in the future. This implies that smishing crimes will inflict even more devastating harm on individuals. Furthermore, smishing serves as a starting point for other forms of information breaches.\"}),/*#__PURE__*/e(\"p\",{children:\"Therefore, by preventing smishing, we can protect personal information and prevent the proliferation of information breaches stemming from smishing.\"}),/*#__PURE__*/e(\"h4\",{children:\"Innovation and Uniqueness\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:'The differentiating factors of FishingPhishing are \"joint response\" and \"education.\" While existing apps have focused on detecting smishing messages, FishingPhishing concentrates on preventing smishing and aiding in post-incident response through these two features.'}),/*#__PURE__*/e(\"p\",{children:\"Through community features, users can share specific information about smishing methods and coping strategies, enabling users to handle smishing wisely.\"}),/*#__PURE__*/e(\"p\",{children:\"The fake phishing feature serves as a shock therapy to raise users' awareness of smishing, and quizzes help users learn about smishing without getting bored.\"}),/*#__PURE__*/e(\"h4\",{children:\"Insights and Development\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our team focused on ensuring that all team members understood and participated in the project sufficiently. It wasn't easy to bring together ideas from individuals with different backgrounds, but by leveraging each person's abilities, we were able to develop ideas together and understand each other's efforts. Furthermore, the diversity and comprehensive perspective ultimately enriched the project.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"We started a project to combat smishing crimes. Through discussions, we sought ways to solve smishing problems and differentiate our project from other services. Eventually, we concluded to emphasize joint response and education features through 'reporting' and 'community' tab.\"}),/*#__PURE__*/e(\"p\",{children:\"Using Python's 'Jupyter Notebook', we developed a machine learning model after analyzing 'Design and Implementation of a Malicious URL Prediction System Using Multiple Machine Learning Algorithms'. Despite challenges in data collection and utilization, we resolved issues together by dividing roles and discussing preprocessing methods.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:21,id:\"L3sM8zOna\",[l]:\"Check Mate Kit\",[d]:\"check-mate-kit\",[h]:\"2024-04-08T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/mWuYXBsFti4jkIqkmn8vQDlXfo.png\",srcSet:\"https://framerusercontent.com/images/mWuYXBsFti4jkIqkmn8vQDlXfo.png?scale-down-to=512 512w,https://framerusercontent.com/images/mWuYXBsFti4jkIqkmn8vQDlXfo.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/mWuYXBsFti4jkIqkmn8vQDlXfo.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/mWuYXBsFti4jkIqkmn8vQDlXfo.png 3840w\"},\"\"),[g]:\"https://youtu.be/9LsX6wBkpPQ\",[u]:\"dating-violence\",[m]:\"EEG electrodes\",[f]:\"gender equality\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:\"Project overview\"}),/*#__PURE__*/e(\"p\",{children:\"Checkmate attaches EEG electrodes to victims of dating violence in blind spots to collect EEG data. The collected EEG data is visualized in real-time through EEG2IMAGE technology, enabling the police to respond immediately and collect clear evidence when a victim is in danger. This allows for swift initial action in dangerous situations and accurately records the specific circumstances of the crime scene, providing solid physical evidence for legal proceedings.\"}),/*#__PURE__*/e(\"h4\",{children:\"Problem Identification\"}),/*#__PURE__*/e(\"p\",{children:\"Dating violence is a serious social issue that continues to increase each year, despite inadequate initial responses and low arrest rates. Even after reporting to the police, victims may not receive adequate protection due to limited measures, putting them at great risk, sometimes even leading to homicide. Addressing this issue is crucial for building a safe and inclusive society, and contributes to achieving the UN's 2030 goal of a society without exclusion. \"}),/*#__PURE__*/e(\"h4\",{children:\"Innovation and Creativity\"}),/*#__PURE__*/e(\"p\",{children:\"BCI technology, previously utilized exclusively in the biotech and medical sectors, is now being applied to respond to criminal incidents. This technology enables real-time monitoring of crime scenes and provides concrete physical evidence, thereby facilitating strong legal actions. Checkmate ensures the safety of victims and prevents the recurrence of crimes through rapid response and apprehension, surpassing traditional investigative procedures. \"}),/*#__PURE__*/e(\"h4\",{children:\"Insight and Development Process\"}),/*#__PURE__*/e(\"p\",{children:\"When faced with a difficult problem, we realized the importance of making progress step by step rather than trying to solve it all at once. The gap between current technologies and our ideas was so large that we didn't know what to do first. We approached it from the top down, breaking it down into smaller tasks and dividing the roles into tasks that would best utilize each team member's skills. This process helped us know what to do first.\"}),/*#__PURE__*/e(\"h4\",{children:\"Development Process\"}),/*#__PURE__*/e(\"p\",{children:\"We specified a police administrative system that could be used to prevent dating violence crimes through EEG sensors, a mobile app, and a computer program. We experimented to improve the performance of our main technology, the EEG2IMAGE model, to see how the technology could evolve. We used Tensorflow in Colab Pro to run our experiments. Bridging the gap between technology and ideas required a deep understanding. Through constant communication and collaboration between planners, designers, and engineers, we fine-tuned the technology and ideas.\"})]})},{index:22,id:\"OjXJ1xs4s\",[l]:\"Brain Protect\",[d]:\"brain-protect\",[h]:\"2024-04-07T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/0yKzlvRboK4VypD2WW0tehGHe4.png\",srcSet:\"https://framerusercontent.com/images/0yKzlvRboK4VypD2WW0tehGHe4.png?scale-down-to=512 512w,https://framerusercontent.com/images/0yKzlvRboK4VypD2WW0tehGHe4.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/0yKzlvRboK4VypD2WW0tehGHe4.png 1036w\"},\"\"),[g]:\"https://youtu.be/n-eyOwUAxKY\",[u]:\"cerebral-aneurysms\",[m]:\"deep-learning\",[f]:\"AI-based diagnostic system\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:'\"BrainProtect\" is an AI-based diagnostic system designed to predict and manage the state of cerebral aneurysms. Developed by a team comprising Jung Yongjin, Cho Eunsol, Park Eunbin, Park Chanyun, and Lee Seohyun, the project integrates deep learning technology, health data analysis, and interactive AI to offer early detection and personalized health management strategies for individuals at risk of cerebral aneurysms. It aims to significantly improve outcomes by providing detailed information, predictive analytics, and management solutions to prevent the severe consequences of cerebral aneurysms.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"Cerebral aneurysms present a critical health risk due to their high mortality and severe disability rates upon rupture. Early detection is vital as it dramatically increases treatment effectiveness; however, access to screening and diagnostic procedures like MRI and Cerebrovascular angiography is limited and expensive. Additionally, there's a noticeable gap in public awareness and medical infrastructure, especially in less accessible regions, exacerbating the risk of undiagnosed and untreated aneurysms.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out: \"})}),/*#__PURE__*/e(\"p\",{children:'The development of \"BrainProtect\" has been a profound learning journey for the team. It involved diving deep into the complexities of cerebral aneurysms, understanding the limitations of current diagnostic and management practices, and exploring the potentials of AI and data science in healthcare. The team learned to integrate diverse data sources, including health records and lifestyle information, with advanced AI techniques to develop predictive models. This journey also underscored the importance of interdisciplinary collaboration, as the project brought together expertise from medical research, software engineering, data science, and business administration.'}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey: \"})}),/*#__PURE__*/e(\"p\",{children:'The development of \"BrainProtect\" has been a profound learning journey for the team. It involved diving deep into the complexities of cerebral aneurysms, understanding the limitations of current diagnostic and management practices, and exploring the potentials of AI and data science in healthcare. The team learned to integrate diverse data sources, including health records and lifestyle information, with advanced AI techniques to develop predictive models. This journey also underscored the importance of interdisciplinary collaboration, as the project brought together expertise from medical research, software engineering, data science, and business administration.'}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process :\"})}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Research and Planning: \"}),\"Identifying the need for early detection of cerebral aneurysms and formulating the project goal.\"]}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Data Collection and Analysis:\"}),\" Gathering health data and lifestyle information to analyze risk factors and develop a predictive model using machine learning techniques.\"]}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Prototype Development:\"}),\" Designing and creating app prototypes to test the system's functionality, including risk assessment quizzes, health data input methods, and user interface for result presentation.\"]}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Testing and Evaluation:\"}),\" Conducting tests to evaluate the predictive accuracy, user experience, and overall performance of the system. The model showed high precision and accuracy in classifying risk levels.\"]}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Refinement and Launch: \"}),\"Refining the app based on feedback, improving algorithms, and preparing for a wider launch to make the tool accessible to individuals at risk.\"]}),/*#__PURE__*/e(\"p\",{children:'Throughout its development, \"BrainProtect\" focused on addressing the critical need for early diagnosis and management of cerebral aneurysms, showcasing the potential of AI to revolutionize healthcare accessibility and effectiveness.'}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})},{index:23,id:\"vaZ5Dn_Vo\",[l]:\"Team Abled\",[d]:\"team-abled\",[h]:\"2024-04-07T00:00:00.000Z\",[p]:b({src:\"https://framerusercontent.com/images/3ctNhqbKRBlm0TdBEbmTsmLZs.png\",srcSet:\"https://framerusercontent.com/images/3ctNhqbKRBlm0TdBEbmTsmLZs.png?scale-down-to=512 512w,https://framerusercontent.com/images/3ctNhqbKRBlm0TdBEbmTsmLZs.png 975w\"},\"\"),[g]:\"https://youtu.be/wYgvWhIqfLk\",[u]:\"Disability Employment App\",[m]:\"Personalized Job Recommendations\",[f]:\"AI-driven Job Matching\",[y]:0,[v]:/*#__PURE__*/i(a.Fragment,{children:[/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Overview\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Project Summary: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project has created an Android app that harnesses employment data to provide personalized job recommendations for individuals with disabilities. Leveraging Auto machine learning, our system considers age, location, disability type, and severity to identify suitable employment opportunities. The app is enhanced with STT and TTS capabilities to support users with different communication needs and includes a specialized community platform for shared experiences. By integrating job description videos through a Text-To-Video API, the app deepens users' role understanding and engagement. This service is designed to optimize job matching and increase workplace accessibility, marking a significant advancement in the employment sector for the disabled community. While developing Android app, we designed a detailed business model and conducted a SWOT analysis to prepare for actual service. \"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Identifying the Challenge\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Social Problem: \"})}),/*#__PURE__*/e(\"p\",{children:\"The proportion of disabled individuals within the total population is on the rise, yet in South Korea, not a single application dedicated to their needs exists. Despite continuous efforts to implement disability employment projects, employment challenges for the disabled persist. Analysis of disability employment-related complaints from 2017 to 2019 reveals not only a persistent shortage of job placements but also a lack of suitable employment opportunities. Regular employment sites offer limited options for the disabled, highlighting a clear need for targeted job facilitation services.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Innovation and Uniqueness\"})}),/*#__PURE__*/i(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Why Our Project Stands Out:\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"Our project stands out by integrating AutoML to design a high-accuracy job recommendation system tailored to disabled workers' data. We've further innovated by preprocessing job description data with GPT and generating detailed job videos using Text-To-Video-api model. This approach provides intuitive and accessible job description videos to disabled users, significantly enhancing the job-search experience over traditional text-based systems. And we made the project more realistic by designing a feasible business model.\"}),/*#__PURE__*/e(\"h4\",{children:/*#__PURE__*/e(\"strong\",{children:\"Insights and Development\"})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Learning Journey:\"})}),/*#__PURE__*/e(\"p\",{children:\"In our project, students from distinct academic disciplines joined forces, initially grappling with communication barriers due to the varied expertise. Embracing our individual strengths and cultivating a collaborative ethos, we surmounted these hurdles, ultimately forging a project of high caliber. This interdisciplinary endeavor did not just enhance the project outcome; it unexpectedly broadened our collective knowledge, with each member gaining insights from the others' specialized academic domains.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Development Process: \"})}),/*#__PURE__*/e(\"p\",{children:\"Our project was meticulously crafted using Android Studio for app development, with AutoML and machine learning forming the backbone of our job recommendation engine. The process began with a thorough analysis of disability employment data, leading to the design phase where the app's concept was shaped to address the identified employment disparities. We developed a prototype that utilized Text-To-Video technology to produce comprehensible job description videos. Through iterative testing and refinement, we honed our prototype into a fully functional app. Collaboration was key; our multidisciplinary team employed agile methodologies to rapidly prototype, test, and iterate, ensuring a problem-solving approach that was both dynamic and user centric.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]})}].filter(Boolean);for(let e of s)Object.freeze(e);return w.set(r,s),s;},preload:e=>s(e)};n(k,{Rz5mcERk1:{defaultValue:\"\",title:\"Title\",type:t.String},kk7AhMCJW:{title:\"Slug\",type:t.String},APWMZ33ob:{title:\"Date\",type:t.Date},kxoaXkRJM:{title:\"Image\",type:t.ResponsiveImage},AQe3kTWG8:{defaultValue:\"\",title:\"link\",type:t.String},BrOWdTITZ:{defaultValue:\"\",title:\"\uD0A4\uC6CC\uB4DC\",type:t.String},PeZCmAb8E:{defaultValue:\"\",title:\"\uD0A4\uC6CC\uB4DC 2\",type:t.String},VTVJBqS9i:{defaultValue:\"\",title:\"\uD0A4\uC6CC\uB4DC 3\",type:t.String},cntmgudvu:{defaultValue:0,title:\"\uC218\uC0C1\uC791\",type:t.Number},PYRHkWHXn:{defaultValue:\"\",title:\"Content\",type:t.RichText}}),k.displayName=\"Yonsei-KAPS_project\";export default k;export const enumToDisplayNameFunctions={};export const utils={async getSlugByRecordId(e,i){var n;await k.preload(i);let t=k.read(i);return null===(n=t.find(i=>i.id===e))||void 0===n?void 0:n[d];},async getRecordIdBySlug(e,i){var n;await k.preload(i);let t=k.read(i);return null===(n=t.find(i=>i[d]===e))||void 0===n?void 0:n.id;}};\nexport const __FramerMetadata__ = {\"exports\":{\"enumToDisplayNameFunctions\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"utils\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"default\":{\"type\":\"data\",\"name\":\"data\",\"annotations\":{\"framerContractVersion\":\"1\",\"framerData\":\"\",\"framerRecordIndexKey\":\"index\",\"framerEnumToDisplayNameUtils\":\"2\",\"framerRecordIncludedLocalesKey\":\"includedLocales\",\"framerCollectionId\":\"XUuBfUO9h\",\"framerSlug\":\"kk7AhMCJW\",\"framerCollectionUtils\":\"1\",\"framerRecordIdKey\":\"id\"}},\"__FramerMetadata__\":{\"type\":\"variable\"}}}"],
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