您好,我是
Hello, I'm
林筱玫 Lydia Hsiao-Mei Lin
專案助理教授,專注於人工智慧/物聯網/設計思考/創新創業領域,以技術與創新解決實際問題。
Assistant Professor, focusing on AI/IoT/Design Thinking/Innovation & Entrepreneurship, solving real-world problems through technology and innovation.

我的項目
My Projects
探索我在不同類別的最新作品,從網絡應用程序到設計系統。
Explore my latest work across different categories, from web applications to design systems.
電子商務儀表板
React, Node.js, MongoDB
健康應用 UI 套件
Figma, Design System
旅行伴侶應用
React Native, Firebase
金融分析平台
Vue.js, D3.js, Express
品牌識別系統
Illustrator, Photoshop, InDesign
智能家居控制應用
Flutter, Firebase, IoT
關於我
About Me
你好!我是林筱玫 (Lydia Hsiao-Mei Lin),目前在國立台灣科技大學企業管理系擔任專案助理教授,致力於人工智慧、物聯網、設計思考和創新創業領域的研究與教學。
Hello! I'm Hsiao-Mei Lin, currently serving as a Project Assistant Professor in the Department of Business Administration at National Taiwan University of Science and Technology, dedicated to research and teaching in AI, IoT, Design Thinking, and Innovation & Entrepreneurship.
我擁有豐富的產學經驗,曾任創業公司創辦人與執行長,並在多個公共事務與社會影響力領域擔任重要角色,如台灣人工智慧協會常務理事兼執行長、台灣女科技人學會理事等。
I have extensive industry-academia experience, having served as a founder and CEO of a startup, and in various public affairs and social impact roles, such as Executive Director of the Taiwan Artificial Intelligence Association and Director of the Taiwan Women in Science and Technology Association.
教育背景
Education
建築系博士
國立台灣科技大學設計學院
Ph.D. in Architecture
College of Design, NTUST
研究範疇
Research Areas
人工智慧/物聯網
設計思考/創新創業
AI/IoT
Design Thinking/Innovation
辦公室
Office
MA-406
週五 12:00-14:00 接見時間
(請先email聯繫)
MA-406
Office hours: Friday 12:00-14:00
(Email appointment required)
聯絡方式
Contact
886-2-2730-3655
Lydia.hmlin@mail.ntust.edu.tw
Lydia.hmlin@gmail.com
886-2-2730-3655
Lydia.hmlin@mail.ntust.edu.tw
Lydia.hmlin@gmail.com

研究論文
Publications
我的最新學術研究成果與發表論文
My latest academic research findings and published papers
期刊論文
A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images
Internet of Things, Vol. 29, Jan. 2025
SCI, Q1 (第一作者)
閱讀論文A Novel Mechanical Fault Diagnosis Based on Transfer Learning with Probability Confidence Convolutional Neural Network Model
Applied Sciences, vol. 12, no. 19, p. 9670, Sep. 2022
SCI, Q2 (第一作者)
閱讀論文IoT System to Detect and Record Closure Status of Fire Doors-Using LoRa Technology
Architecture Science (ArS), Pp. 29-38, Dec. 2018
閱讀論文Applying Active Dynamic Signage System in Complex Underground Construction
International Journal of Scientific & Engineering Research (IJSER), vol. 8, Feb. 2017
(第一作者)
閱讀論文研討會論文
Conversational Product Recommendation using LLM
2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), Taipei, Taiwan, 2024, pp. 340-343
(通訊作者)
閱讀論文Enhancing ESG Reporting Analysis: Leveraging GPT and Resampling Methods for Improved Multi-Label Classification
2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), Taipei, Taiwan, 2024, pp. 415-418
(通訊作者)
閱讀論文GPT4ESG: Streamlining Environment, Society, and Governance Analysis with Custom AI Models
2024 IEEE 4th International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), Taipei, Taiwan, 2024, pp. 442-446
(第一作者兼通訊作者)
閱讀論文AI-Enhanced Household Mite Detection and Classification
IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024)
(通訊作者)
Advanced RUL Prediction with Transformer Architecture and Multi-Scale Feature Engineering
IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024)
(通訊作者)
High-Precision AI-based Mite Detection and Classification using Image Enhancement Techniques
National Computer Symposium (NCS 2023), Taipei, Taiwan, 2023. pp. 280-284
A Novel Mechanical Fault Diagnosis Based on Transfer Learning in Probabilistic Confidence CNN Model
2022 IEEE International Conference on Electronic Communications, Internet of Things and Big Data, 2022 Hsinchu, Taiwan. (ICEIB 2022)
(第一作者兼通訊作者)
Risk Factors of Post-earthquake Fire for Constructions Using the Analytic Hierarchy Process Approach
Proceedings of the 2016 International Conference on Architectural Engineering and Civil Engineering, Dec. 2016, pp. 1–4
(第一作者)
閱讀論文TurboVG: A HW/SW co-designed multi-core OpenVG accelerator for vector graphics applications with embedded power profiler
16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), Yokohama, Japan, January 25-28, 2011
閱讀論文Hardware/Software co-designed accelerator for vector graphics applications
9th IEEE Symposium on Application Specific Processors (SASP 2011), San Diego, CA, USA, 2011
閱讀論文A systematic methodology for OS benchmark characterization
Proceedings of the 2013 Research in Adaptive and Convergent Systems 2013 (RACS 2013), Montreal Quebec Canada, October 1-4, 2013. pp.404 – 409
閱讀論文專書
《AI的發展與應用:一本人工智慧的科普書》
全華圖書,2024年04月01日
ISBN: 9786263288829
《時空交織:一代女科技人的科學與心靈之旅-吳嘉麗》
台灣女科技人學會,2024年10月
ISBN: 9786269785421
Intertwining space: A Trailblazing Woman Scientist's Journey Through Science and Soul - Wu Chia-Li
Taiwan Women in Science and Technology, Oct. 2024
ISBN: 9786269785414
專業領域和研究專長
Professional Fields & Research Expertise
我的研究與教學專長涵蓋人工智慧、物聯網、設計思考與創新創業等多個跨領域範疇。
My research and teaching expertise covers multiple interdisciplinary fields including AI, IoT, design thinking, and innovation & entrepreneurship.
人工智慧
物聯網技術
設計思考與創新創業
學術研究與出版
產業合作與社會影響力
教學與領導力
聯繫我
Contact Me
如有研究合作、產學計劃、演講邀約或學術交流需求,歡迎透過以下方式與我聯繫。
For research collaborations, industry-academia projects, speaking engagements, or academic exchanges, please contact me through the following methods.
電子郵件
Lydia.hmlin@mail.ntust.edu.tw
Lydia.hmlin@gmail.com
電話
886-2-2730-3655
位置
研究室: MA-406
國立臺灣科技大學