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.

林筱玫教授照片

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.

E-commerce Dashboard

電子商務儀表板

具有分析和庫存管理功能的在線商店完整管理儀表板。

查看項目
電子商務儀表板

React, Node.js, MongoDB

網頁應用 前端
Health App UI Kit

健康應用 UI 套件

健康和健身應用程序的綜合 UI 設計系統。

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健康應用 UI 套件

Figma, Design System

UI 設計 設計系統
Travel Companion App

旅行伴侶應用

具有行程管理和當地推薦功能的移動應用程序。

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旅行伴侶應用

React Native, Firebase

移動應用 跨平台
Financial Analytics Platform

金融分析平台

用於金融洞察和績效跟踪的數據可視化平台。

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金融分析平台

Vue.js, D3.js, Express

網頁應用 數據可視化
Brand Identity System

品牌識別系統

完整品牌識別設計,包括徽標、色彩系統和品牌指南。

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品牌識別系統

Illustrator, Photoshop, InDesign

品牌設計 視覺識別
Smart Home Control App

智能家居控制應用

用於控制智能家居設備和自動化的 IoT 移動應用程序。

查看項目
智能家居控制應用

Flutter, Firebase, IoT

移動應用 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

聯繫我 Contact Me
林筱玫教授照片

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

2025

A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images

Lydia Hsiao-Mei Lin, Wei-Cheng Lien, Cindy Yu-Ting Cheng, You-Cheng Lee, Yi-Ting Lin, Chin-Chia Kuo, Yi-Ting Lai, and Yan-Tsung Peng

Internet of Things, Vol. 29, Jan. 2025

SCI, Q1 (第一作者)

閱讀論文
2022

A Novel Mechanical Fault Diagnosis Based on Transfer Learning with Probability Confidence Convolutional Neural Network Model

Hsiao-Mei Lin, Ching-Yuan Lin, Chun-Hung Wang, and Ming-Jong Tsai

Applied Sciences, vol. 12, no. 19, p. 9670, Sep. 2022

SCI, Q2 (第一作者)

閱讀論文
2018

IoT System to Detect and Record Closure Status of Fire Doors-Using LoRa Technology

Zhi-Feng Guan, Hsiao-Mei Lin, and Ching-Yuan Lin

Architecture Science (ArS), Pp. 29-38, Dec. 2018

閱讀論文
2017

Applying Active Dynamic Signage System in Complex Underground Construction

Hsiao-Mei Lin, Shuo-Hung Chen, Jim Kao, Yung-Ming Lee, Gary Li-Kai Hsiao, Ching-Yuan Lin

International Journal of Scientific & Engineering Research (IJSER), vol. 8, Feb. 2017

(第一作者)

閱讀論文

研討會論文

2024

Conversational Product Recommendation using LLM

Ting-Jui Chang, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai

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
2024

Enhancing ESG Reporting Analysis: Leveraging GPT and Resampling Methods for Improved Multi-Label Classification

Jun-Wei Wu, Lydia Hsiao-Mei Lin, Richard Tzong-Han Tsai

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
2024

GPT4ESG: Streamlining Environment, Society, and Governance Analysis with Custom AI Models

Lydia Hsiao-Mei Lin, Fang-Kai Ting, Ting-Jui Chang, Jun-Wei Wu, Richard Tzong-Han Tsai

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
2024

AI-Enhanced Household Mite Detection and Classification

Cindy Yu-Ting Cheng, Lydia Hsiao-Mei Lin, Wei-Cheng Lien, Yi-Ting Lai, Yi-Ting Lin, Yan-Tsung Peng, and You-Cheng Lee

IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024)

(通訊作者)

2024

Advanced RUL Prediction with Transformer Architecture and Multi-Scale Feature Engineering

Fang-Kai Ting, Lydia Hsiao-Mei Lin, Wei-Cheng Lien, Simon Hung-Yi Lu, Richard Tzong-Han Tsai

IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB 2024)

(通訊作者)

2023

High-Precision AI-based Mite Detection and Classification using Image Enhancement Techniques

Yi-Ting Lin, Yan-Tsung Peng, Wei-Cheng Lien, You-Cheng Lee, Yi-Ting Lai and Lydia Hsiao-Mei Lin

National Computer Symposium (NCS 2023), Taipei, Taiwan, 2023. pp. 280-284

2022

A Novel Mechanical Fault Diagnosis Based on Transfer Learning in Probabilistic Confidence CNN Model

Hsiao-Mei Lin, Chun-Hung Wang, Ming-Jong Tsai, and Ching-Yuan Lin

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)

2016

Risk Factors of Post-earthquake Fire for Constructions Using the Analytic Hierarchy Process Approach

Hsiao-Mei Lin, Ching-Yuan Lin, Jui-Cheng Ko, and Yu-Shiang Wu

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
2011

TurboVG: A HW/SW co-designed multi-core OpenVG accelerator for vector graphics applications with embedded power profiler

Shuo-Hung Chen, Hsiao-Mei Lin, Ching-Chou Hsieh, Chih-Tsun Huang, Jing-Jia Liou, Yeh-Ching Chung

16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011), Yokohama, Japan, January 25-28, 2011

閱讀論文
2011

Hardware/Software co-designed accelerator for vector graphics applications

Shuo-Hung Chen, Hsiao-Mei Lin, Hsin-Wen Wei, Yi-Cheng Chen, Chih-Tsun Huang, Yeh-Ching Chung

9th IEEE Symposium on Application Specific Processors (SASP 2011), San Diego, CA, USA, 2011

閱讀論文
2013

A systematic methodology for OS benchmark characterization

Shuo-Hung Chen, Hsiao-Mei Lin, Kuo-Yi Chen, Yuan-Hao Chang, Pen-Chung Yew, Chien-Chung Ho

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

2024

《AI的發展與應用:一本人工智慧的科普書》

永齡慈善教育基金會

全華圖書,2024年04月01日

ISBN: 9786263288829

2024

《時空交織:一代女科技人的科學與心靈之旅-吳嘉麗》

林筱玫 Lydia Hsiao-Mei Lin

台灣女科技人學會,2024年10月

ISBN: 9786269785421

2024

Intertwining space: A Trailblazing Woman Scientist's Journey Through Science and Soul - Wu Chia-Li

Lin, Hsiao-Mei

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

大型語言模型應用 95%
機器學習 90%
電腦視覺 85%
自然語言處理 90%

物聯網技術

IoT系統設計 95%
感知器應用 90%
LoRa技術 85%
數據分析 90%

設計思考與創新創業

設計思考方法 95%
創新管理 90%
創業生態系統 85%
商業模式設計 90%

學術研究與出版

SSCI/SCI期刊發表 95%
國際會議論文 90%
專書撰寫 85%
研究計畫執行 95%

產業合作與社會影響力

產學合作專案 95%
創業輔導 90%
公共事務參與 90%
國際合作網絡 85%

教學與領導力

課程開發與教學 95%
學生指導能力 90%
組織領導力 95%
專業演講與培訓 95%

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