林佩君

助理教授

林佩君助理教授於日本早稻田情報生產系統學系 (Graduate School of Information, Production and Systems (IPS), Waseda University) 取得博士學位。博士期間的研究領域為針對模糊數據建構統計檢定模型,此模型並應用於各領域之決策系統。博士畢業後於早稻田大學IPS擔任研究員持續專研於模糊統計模型之建構及應用,並將模糊統計模型帶入人工智慧相關應用領域。林教授不僅在研究領域有不錯的成果,亦擔任多數頂級期刊之編輯及審稿委員。同時,亦是多數國際學術交流會競相邀請演講之對象。目前林教授專攻領域包括模糊計算,人工智能運算,機器人計算,統計建模,雲端計算和大數據分析等相關領域。


學歷

  • 早稻田大學 情報生產管理學研究院 博士
  • 國立政治大學 應用數學系 碩士
  • 國立高雄師範大學 數學系 學士

專長

  • 模糊統計
    Fuzzy Statistics
  • 統計建模
    Statistical Modeling
  • 感性工學
    Kansei Engineering
  • 雲端計算
    Cloud Computing
  • 大數據分析
    Big Data Analytics

校內經歷

  • 應用數學系 助教
  • 資訊工程學系 助理教授

校外經歷

論文及參與計畫

  1. X. Song, B. Wang, P.-C. Lin, G. Ge, R. Yuan, and J. Watada, "Scenario-Based Distributionally Robust Unit Commitment Optimization Involving Cooperative Interaction with Robots," Information Systems Frontiers, 10.1007/s10796-022-10335-9, 2022-09. (SCI,EI)
  2. P.-C. Lin, Patrick C. K. Hung, Ying Jiang, Carolina Padilla Velasco, and Marco Antonio Martínez Cano, "An Experimental Design for Facial and Color Emotion Expression of a Social Robot," J Supercomput, 10.1007/s11227-022-04734-7, 2022-08. (SCI,EI)
  3. P.-C. Lin, B. Yankson, V. Chauhan, and M. Tsukada, "Building a Speech Recognition System with Privacy Identification Information based on Google Voice for Social Robots," J Supercomput, 10.1007/s11227-022-04487-3, 2022-04. (SCI,EI)
  4. S. B. Yaakob, A. S. F. Rahman, N. M. Mukhtar, M. N. Yaakob, N. Arbaiy, and P.-C. Lin, "A Decade of Soft Computing Approaches in Power System Investment Planning," Journal of Physics: Conference Series, 1878 (2021) 012042, 2021-05. (EI)
  5. Foo Yoke Ling, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, and P.-C. Lin, "Bus Ticketing System with Multiple Routes Suggestion," Turkish Journal of Computer and Mathematics Education, Vol.12, No.3, pp. 1816-1824. (DOI: https://doi.org/10.17762/turcomat.v12i3.1010), 2021-04. (.)
  6. P.-C. Lin and N. Arbaiy, "User-Oriented Preference Toward a Recommender System," Baghdad Science Journal, Vol. 18, No. 1(Suppl.), p. 0746 (DOI: https://doi.org/10.21123/bsj.2021.18.1(Suppl.).0746), 2021-03. (.)
  7. N. L. Sheng, N. Arbaiy, C. C. Wen, and P.-C. Lin, "Delivery Route Management based on Dijkstra Algorithm," Baghdad Science Journal, vol. 18, no. 1(Suppl.), p. 0728 (DOI: https://doi.org/10.21123/bsj.2021.18.1(Suppl.).0728), 2021-03. (.)
  8. P.-C. Lin, Muhammad Shukri Che Lah, and Nureize Arbaiy, "An Architecture of Air Pollution Alert System based on ARIMA Model," Solid State Technology, Vol. 63 No. 3, pp.881 – 892, 2020-10. (EI)
  9. P.-C. Lin, "Character model identification and interactive AI simulation application," Impact, Volume 2020, Number 4, pp. 70-72(3), 2020-10. (.)
  10. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin, "Stock Index Modelling Using ARIMA with Standard Deviation Based Triangular Fuzzy Numbers," Journal of Critical Reviews, Vol. 7, No.8, pp.1264-1268, 2020-07. (.)
  11. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah, and P.-C. Lin, "Mean-Variance Model with Fuzzy Random Data," Journal of Critical Reviews, Vol. 7, No.8, pp.1347-1352, 2020-07. (.)
  12. P.-C. Lin, C.-A., Lai, Y.-H. Lin, M. Haris Haikal Othman, "Movie Recommender Chatbot Based on Kansei Engineering," Journal of Soft Computing and Data Mining, Vol. 01, No.01, pp. 36-45, 2020-03. (.)
  13. Muhammad Izwan Idris, Abdul Hadi Abd Rahman, P.-C. Lin, and Patrick C. K., "Life Expectancy Analysis of DSR and DSDV Protocol in MANET with Dos Attack," International Journal of Computer Science and Network Security, Vol.20, No.3 2020., 2020-03. (ESCI)
  14. Nureize Arbaiy, Syahir Ajwad Sapuan, Muhammad Shukri Che Lah, Mohamad Haris Haikal Othman, and P.-C. Lin, "The Construction Site Ambient Noise Monitoring System with Internet of Things (IoT)," Computational Research Progress in Applied Science & Engineering, Vol. 05, No.04, pp.118-121, 2019-12. (.)
  15. Ng Pui Xiang, Nureize Arbaiy, Hamijah Ab Rahman, Mohd Zaki Mohd Salikon, and P.-C. Lin, "Confidence interval calculator for fuzzy random regression," AIP Conference Proceeding, Vol. 1974, Issue.1, 2018-06. (.)
  16. Arbaiy, Nureize, Hamijah Ab Rahman, Mohd Zaki Mohd Salikon, and P.-C. Lin, "Workplace Safety Risk Assessment Model Based on Fuzzy Regression," Advanced Science Letters, Volume 24, No. 3, pp. 1656-1659, 2018-03. (.)
  17. Hamijah Mohd. Rahman, Nureize Arbaiy, and P.-C. Lin, "Hybrid Uncertainties Modeling for Production Planning Problems," Communications in Mathematics and Applications, Vol. 8, No. 2, pp. 191–206, 2017-06. (ESCI)
  1. P.-C. Lin, Nureize Arbaiy, Shamshul Bahar Yaakob, Qu-Kai Lin, and Ching-Hung Chiu,"ARIMA Model Analysis for Portfolio Selection ," The 20th International Conference on Scientific Computing (CSC'22) in The 2022 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'22), ., 2022-07. LOCATION OF CONGRESS: Luxor (MGM) .
  2. Nazim Razali, Aida Mustapha, Nureize Arbaiy, and P.-C. Lin,"Deep Learning for Football Outcomes Prediction based on Football Rating System ," The 10th International Conference on Applied Science and Technology (10th ICAST 2021), ., 2021-10. Virtual Conference .
  3. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin,"An Improved ARIMA Fitting Procedure ," The 10th International Conference on Applied Science and Technology (10th ICAST 2021), ., 2021-10. Virtual Conference .
  4. Muhammad Shukri Che Lah, Nureize Arbaiy, and P.-C. Lin,"Forecasting of ARIMA air pollution with improved Fuzzy Data Preparation ," the 9th International Conference on Applied Science and Technology (9th ICAST 2021) & the 5th International Conference on Business, Economics & Finance (5th ICBEF 2021), ., 2021-04. Virtual Conference .
  5. P.-C. Lin, Benjamin Yankson, and Patrick C. K. Hung,"A Prototype of Privacy Identification System for Smart Toy Dialogue Design ," 17th IEEE International Conference on Networking, Sensing and Control (IEEE ICNSC 2020), pp., 2020-10. Hotel Hall .
  6. P.-C. Lin, Benjamin Yankson, Zhihui Lu, and Patrick C. K. Hung,"Children Privacy Identification System in LINE Chatbot for Smart Toys ," IEEE International Conference on Cloud Computing (IEEE CLOUD 2019), pp.86-90, 2019-07. Università degli Studi di Milano .
  7. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah and P.-C. Lin,"Fuzzy Random Data Preparation in Portfolio Selection Model ," 5th International Conference on Communication, Management and Information Technology, pp., 2019-03. International Hall .
  8. P.-C. Lin, David Mettrick, Patrick C. K. Hung, and Farkhund Iqbal,"Towards A Music Visualization on Robot (MVR) Prototype ," IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), pp.256-257, 2018-12. Hotel Hall .
  9. Sheng-Tsung Hou, Forrence HsinHung Chen, and P.-C. Lin,"From sharing good to build a common good society: Take the mobility platform for vulnerable groups as an example ," 15th International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN), pp.335-336, 2018-10. Hotel .
  10. P.-C. Lin and A. Nureize,"A Novel Classifier for A Kansei Recommender System ," 2018 IEEE International Conference on Cognitive Computing, pp.114-117, 2018-07. Hotel Hall .
  11. P.-C. Lin, A. Nureize and Y.-C. Hsiao,"Hypothesis Test for Identifying the Vague Factors from Consolidated Income ," 2017 IEEE International Conference on Fuzzy Systems (Fuzzy-IEEE), pp.1-6, 2017-07. Royal Continental Hotel .
  1. 對話系統之安全性偵測模擬及其應用(2/2)/2021-08~2022-07 /MOST109-2221-E-035-063-MY2 /主持人
  2. 對話系統之安全性偵測模擬及其應用(1/2)/2020-08~2021-07 /MOST109-2221-E-035-063-MY2 /主持人
  3. 邀請University of Ontario Institute of Technology C.K. Patrick Hung教授/2020-04~2020-12 /109-2912-I-035-502 /主持人
  4. 人物模型認定與互動AI模擬應用/2019-08~2020-07 /MOST108-2221-E-035-065- /主持人
  5. 基於感性工程之聊天機器人推薦系統/2018-07~2019-02 /107CFD0600091 /主持人
  6. 逢甲學生人流資料之分析/2017-07~2018-02 /106-2813-C-035-083-E /主持人
  1. (108年〉中台灣弱勢與偏鄉行動服務支持系統 /2019-01~2019-12 /協同主持人
  2. (107年)中台灣弱勢與偏鄉行動服務支持系統 /2018-01~2018-12 /共同主持人
  3. 106 年度教育部補助大學社會責任實踐計畫(B類:萌芽型計畫)「中台灣弱勢與偏鄉行動服務支持系統」 /2017-08~2018-03 /協同主持人
  1. 109/最佳論文獎 /Academic Research Society of Malaysia/ 2021-04-06/研討會論文
  1. 110/逢甲大學論文著作獎勵優良獎 /逢甲大學/ 2021-11-15/An Architecture of Air Pollution Alert System based on ARIMA Model
  1. Kansei Engineering on Artificial Intelligent and Its Application/International Society of Management Engineers/2020-12
  2. Artificial Intelligence Applications in Future Robots/Faculty of Information Science and Technology, UKM/2019-04
  3. 逢甲大學MOOCs/SPOCs課程推動經驗分享會/逢甲大學雲端學院/逢甲大學圖書館/2019-03
  4. 日本留學經驗&移地教學計畫宣導/資電學院資訊工程系/2018-03
  5. 從日本人的視角反思台灣之教育/公共事務與社會創新研究所/逢甲大學B型企業/2017-11
  6. 新世代機器人-智慧玩具/國立政治大學應用數學系演講/2016-11
  1. P.-C. Lin, and Patrick C. K. Hung/A Case Study of Facial Expression and Color for Social Robot’s Emotion Expression/Transactions on Computational Science & Computational Intelligence /Springer /2022-07-01/ ISSN: 2569-7072 /
  2. Muhammad Shukri Che Lah, Nureize Arbaiy, Yana Mazwin Mohmad Hassim, Mohd Najib Mohd Salleh, Pei-Chun Lin, and Shamshul B/Fuzzy-Autoregressive Integrated Moving Average (F-ARIMA) Model to Improve Temperature forecast/Recent Advances on Soft Computing and Data Mining, Lecture Notes in Networks and Systems (LNNS) /Springer /2022-05-01/ Vol.457, pp. 46-55
  3. P.-C. Lin, David Mettrick, Patrick C. K. Hung, and Farkhund Iqbal/Robot Computing for Music Visualization/Lecture Notes in Computer Science (LNCS) /Springer /2019-03-01/ volume 11436, pp. 438-447 /EI
  4. P.-C. Lin and A. Nureize/An Algorithm Design of Kansei Recommender System/Recent Advances on Soft Computing and Data Mining /Advances in Intelligent Systems and Computing (AISC) /2018-01-01/ Vol.700, pp. 115-123 /EI
  5. A. Nureize, Noor Azah Samsudin, Aida Mustapa, Junzo Watada, Pei-Chun Lin/An Enhanced Possibilistic Programming Model with Fuzzy Random Confidence-Interval for Multi-Objective Problem/Innovative Computing, Optimization and Its Applications /Springer /2017-11-01/ Vol.741, pp. 217-235 /EI
  6. P.-C. Lin and A. Nureize/One-Way ANOVA Model with Fuzzy Data for Distinguishing Factors from Consumer Demand/Recent Advances on Soft Computing and Data Mining, Advances in Intelligent Systems and Computing (AISC) /Springer /2017-01-01/ Vol. 549, pp. 111-121 /
  1. 雲端學院/計算機概論及實習II/林佩君/MOOCs/SPOCs
最後更新時間:2022-10-6, 9:03 a.m. 下次更新時間:2022-10-7, 9 a.m.