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Project
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Based on Multimodal Deep Learning Methods and Socially Assistive Robot Adapting Large Language Model for Social Monitoring and Promotion of Elders in Smart Home
Based on Multimodal Deep Learning Methods and Socially Assistive Robot Adapting Large Language Model for Social Monitoring and Promotion of Elders in Smart Home
National Science and Technology Council Project
Real-time Social Activity Monitoring Based on Multimodal Deep Learning Method and Time Series Analysis
Real-time Social Activity Monitoring Based on Multimodal Deep Learning Method and Time Series Analysis
National Science and Technology Council Project
Artificial Intelligence Import Smart Home Field and Application
Artificial Intelligence Import Smart Home Field and Application
Subject: Multimodal deep surveillance
Project members: 許博崴, 賴乙呈, 蘇胤翔, 劉宸均, 蔡景紘, 林睿啟, 姚奕辰, 王琪家, 高鈺閔, 陳奕廷, 李凱逸
Kuan-wu Chu, Joanna Qiong-yue Chen, Jerry Wang, Tim Yin-hsiang Su, Jeffrey Yun-hung Chiang, James Wei-chieh Huang, Ava Ting-yu Chou, Chieh-yun Chen and Lyn Chao-ling Chen*,"Social Temperature: Real-Time Social Activity Monitoring Based on Deep Learning Methods, "International Computer Symposium 2024 (ICS 2024), 2024. (Publisher: IEEE).
https://doi.org/10.1109/ICS64339.2024.00049
Award: 2025 AI跨域X永續創新競賽
Award: 2025 AI跨域榮譽榜
Award: 2025 德利盟AI獎學金
Award: 2024 AI跨域榮譽榜
Award: 2024 陳敏祐先生獎學金
Patent pending
Subject: GenAI
Project members: 蘇胤翔, 劉宸均, 許博崴
Exhibitions:
Scene, Lyn Chao-ling Chen, Joanna Qiong-yue Chen, Tim Yin-hsiang Su, Chen-jun Liu and Mao-xun Huang, Treasure Hill Artist Village, June, 2025.
Scene, Lyn Chao-ling Chen, Joanna Qiong-yue Chen, Tim Yin-hsiang Su, Chen-jun Liu and Mao-xun Huang, Dah Hsian Seetoo Library, January, 2025.
Scene, Lyn Chao-ling Chen, Joanna Qiong-yue Chen, Tim Yin-hsiang Su, Chen-jun Liu and Mao-xun Huang, NCCU Library, January, 2025.
Subject: Social robot
Chen-jun Liu, Yun-han Li, Jeffrey Yun-hung Chiang, Chin-yu Wu, Yi-chieh Sung, Jenn-Yu Lee, Ava Ting-yu Chou and Lyn Chao-ling Chen*, "Social Robot in Home Reality Game," Taiwan Academic Network Conference 2024 (TANET 2024).
Award: 2024 AI跨域X永續創新競賽
Award: 2024 AI跨域榮譽榜
Award: 2024 陳敏祐先生獎學金
Patent pending
Artificial Intelligence Technology Import in the Field of Immersive Interactive Art Creation
Artificial Intelligence Technology Import in the Field of Immersive Interactive Art Creation
National Science and Technology Council Project
LLM and GenAI Import Design of Immersive Interactive Experience in Mixed Reality
LLM and GenAI Import Design of Immersive Interactive Experience in Mixed Reality
National Science and Technology Council Project
Intelligent Media: AI Art Interdisciplinary Interpretation
Intelligent Media: AI Art Interdisciplinary Interpretation
Co-advisor: Chen-wei Chiang
Project members: 黃煒傑, 陳濰澤, 王柏翔, 李淳澔, 謝劭真, 劉媛媛
James Wei-chieh Huang, Chun-hau Lee, Shaw-jen Hsieh, Chih-chi Yeh, You-yi Ke, Lyn Chao-ling Chen* and Chen-wei Chiang, "Label: Live in the Neither Utopia nor Dystopia World," The 8th International Symposium on Art & Technology (ISAT 2025), 2025.
Award: metaDisplay 2024
TSMC Semiconductor Process Analysis and Prediction Based on Deep Learning Methods
TSMC Semiconductor Process Analysis and Prediction Based on Deep Learning Methods
National Science and Technology Council Project
Award: 2025 國立政治大學優秀學生
Award: 2024 AI跨域榮譽榜
Award: 2024 陳敏祐先生獎學金
Subject: AI tech management
Wei-hsiang Yen and Lyn Chao-ling Chen*, "Semiconductor Industry Trend Prediction with Event Intervention Based on LSTM Model in Sentiment-Enhanced Time Series Data, " in proceedings of the Taiwan Academic Network Conference 2025 (TANET 2025), 2025.
Intelligent Recipe Recommendation Platform
Intelligent Recipe Recommendation Platform
Subject: Deep learning
Project members: 許博崴, 林姿慧, 羅偉誠, 李昱緯, 陳品攸, 李柏毅, 何怡君
Bo-wei Hsu, Zui-hui Lin, Wei-cheng Lo, Yu-wei Lee, Pin-you Chen, Bo-yi Lee, Yi-jyun He and Lyn Chao-ling Chen*, "Intelligent Recipe Recommendation Platform Based on Swin Transformer, " the 38th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2025.
Zenbo Intelligent Patrolman
Zenbo Intelligent Patrolman
Subject: Social robot
Jian-jie Zheng, Chih-kai Yang, Po-han Chen and Lyn Chao-ling Chen*, "Zenbo Patrol: A Social Assistive Robot Based on Multimodal Deep Learning for Real-time Illegal Parking Recognition and Notification, " the 38th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2025.
https://doi.org/10.48550/arXiv.2510.04190
Award: 2025 AI跨域X永續創新競賽
Award: 113 學年度第二學期Innofest AI期末海報聯展獎
Aging Decline in Basketball Career Trend Prediction Based on Machine Learning and LSTM Model
Aging Decline in Basketball Career Trend Prediction Based on Machine Learning and LSTM Model
Subject: AI big data
Project members: 姚奕辰, 王瀚, 賴乙呈
Yi-chen Yao, Jerry Wang, Yi-cheng Lai and Lyn Chao-ling Chen*, "Aging Decline in Basketball Career Trend Prediction Based on Machine Learning and LSTM Model, " in proceedings of the Taiwan Academic Network Conference 2025 (TANET 2025), 2025.
Financial Fraud
Financial Fraud
Subject: GenAI fintech
Project members: 賴冠儒, 許博崴, 劉宸均, 劉羿呈, 賴乙呈, 蔡安德
Award: Shortlist in the International ICT Innovative Services Awards (InnoServe Awards) 2025
Finance Management App
Finance Management App
Subject: Big data
Project members: 林子齊, 許博崴, 羅偉誠, 嚴聲遠, 林叡啟
Award: Shortlist in the International ICT Innovative Services Awards (InnoServe Awards) 2024
Stock Analysis and Prediction
Stock Analysis and Prediction
Subject: AI big data
Ping-sheng Lin, I-chau Wang and Lyn Chao-ling Chen*, "Stock Price Prediction based on LSTM Model in Sentiment-Enhanced Time Series Data," Taiwan Academic Network Conference 2024 (TANET 2024).
Award: 2024 AI跨域榮譽榜
Award: 2024 陳敏祐先生獎學金
Social Robot Application
Social Robot Application
Subject: Social robot
Ting-an Lin, Pei-lin Tsai, Yi-an Chen, Feng-yu Chen and *Lyn Chao-ling Chen, “Eye Care You: Voice Guidance Application using Social Robot for Visually Impaired,” the 35th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2022.
Award: 第三十九屆專題系統發表優秀組別
Award: Shortlist in the International ICT Innovative Services Awards (InnoServe Awards) 2022
Elder Home Monitoring
Elder Home Monitoring
Subject: Vision surveillance
Jun-yi Liu, Chung-hao Chen, Ya-chi Tsao, Su-yao Wu, Yu-ting Tsao and *Lyn Chao-ling Chen “An Event-triggered System for Social Persuasion and Danger Alert in Elder Home Monitoring,” the 35th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2022.
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