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Project
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NSTC Project: Based on Multimodal Deep Learning Methods and Socially Assistive Robot Adapting Large Language Model for Social Monitoring and Promotion of Elders in Smart Home
NSTC Project: Based on Multimodal Deep Learning Methods and Socially Assistive Robot Adapting Large Language Model for Social Monitoring and Promotion of Elders in Smart Home
國科會計畫：基於多模態深度學習及搭載大語言模型社交輔助機器人於年長者智慧家庭社交監控及促進
National Science and Technology Council Project
NSTC Project: Real-time Social Activity Monitoring Based on Multimodal Deep Learning Method and Time Series Analysis
NSTC Project: Real-time Social Activity Monitoring Based on Multimodal Deep Learning Method and Time Series Analysis
國科會大專生計畫：基於多模態深度學習與時間序列分析之即時社交活動監控
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
Patent: Social Activity Level Detection System and Method (社交活躍度檢測系統以及方法), number: I912159
US patent pending
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), pp. 230-235, 2024 (Full). (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
Subject: GenAI
Project members: 蘇胤翔, 劉宸均
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: GenAI fintech
Project members: 賴冠儒, 許博崴, 劉宸均, 劉羿呈, 賴乙呈, 蔡安德, 朱冠伍, 黃子康, 羅士恆
Award: Shortlist in the International ICT Innovative Services Awards (InnoServe Awards) 2025
News: 大專校院資訊應用服務創新競賽 鏈結產業需求強化交流深度
Video: InnoFest 2024
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), pp.332-337, 2024 (Full, Oral).
2024 TANET AI科技與社會永續發展口頭報告論文集(一)
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
NSTC Project: Artificial Intelligence Technology Import in the Field of Immersive Interactive Art Creation
NSTC Project: Artificial Intelligence Technology Import in the Field of Immersive Interactive Art Creation
國科會計畫：人工智慧技術導入沉浸式互動藝術創作場域
National Science and Technology Council Project
NSTC Project: LLM and GenAI Import Design of Immersive Interactive Experience in Mixed Reality
NSTC Project: LLM and GenAI Import Design of Immersive Interactive Experience in Mixed Reality
國科會大專生計畫：導入大語言模型與生成式人工智慧於混合實境沉浸式互動體驗設計
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, 李淳澔, 王柏翔, 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), pp. 1-4, 2025 (Full, Oral).
Award: metaDisplay 2024
Exhibition:
Lyn Chao-ling Chen, Wei-Tse Chen, James Wei-Chieh Huang, Joanna Qiong-Yue Chen, Tim Yin-Hsiang Su, Chen-jun Liu, Bo-Siang Wang, Chun-Hau Lee, Yuan-Yuan Liu and Shaw-Jen Hsieh, Dah Hsian Seetoo Library, December, 2025.
NSTC Project (國科會大專生計畫): TSMC Semiconductor Process Analysis and Prediction Based on Deep Learning Methods
NSTC Project (國科會大專生計畫): 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
News: 【政大98校慶】校慶慶祝大會圓滿落幕 政大英才齊聚一堂
Subject: AI tech management
Project member: 晏煒翔
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), pp. 1-6, 2025 (Full, Oral).
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), pp. 1-6, 2025 (Full, Oral).
Award: 2025大學部資訊專題成果展人氣獎
Award: 2025 AI跨域榮譽榜
Award: 2025德利盟AI獎學金
Zenbo Intelligent Patrolman
Zenbo Intelligent Patrolman
Subject: Social robot
Project members: 鄭建捷, 楊智凱, 陳柏翰
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), PP. 1-5, 2025 (Full, Oral).
https://doi.org/10.48550/arXiv.2510.04190
Award: 2025 AI跨域X永續創新競賽
Award: Innovation Popularity Award, Innofest AI@2025
News: 150組專題亮相、25家企業共襄盛舉 政大Innofest參展人潮創新高
Video: InnoFest 2025
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), pp. 1-6, 2025 (Full, Oral).
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), pp. 45-49, 2024 (Full, Oral).
2024 TANET AI科技與社會永續發展口頭報告論文集(一)
Award: 2024 AI跨域榮譽榜
Award: 2024 陳敏祐先生獎學金
Climate and Environmental Issue
Climate and Environmental Issue
Subject: AI big data
Project members: 張怡玲, 林丰昱, 王玉愈, 秦筠婷, 葉禹旋, 邱祺芯
Award: Third place, Innofest@AI 2024
產學合作計畫：互動科技導入智能家居研究
Subject: Social robot
Project members: 林亭安, 蔡姵琳, 陳羿安, 陳鳳妤
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 (Full, Virtual event).
https://doi.org/10.48550/arXiv.2511.15110
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
產學合作計畫：攝影機互動之智能偵測研究
Subject: Vision surveillance
Project members: 劉俊毅, 陳君皓, 曹雅淇, 吳思瑤, 曹瑜庭
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 (Full, Virtual event).
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