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人工智慧學系 Department of Artificial Intelligence
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Chen, Pin-Chang

 

陳品璋 助理教授

Assistant Professor Chen, Pin-Chang

Ph.D. in Technology Management, College of Management, Chung Hua University

Specialities

Multimedia Design and Applications, Database Management Systems, Artificial Intelligence Neural Networks, E-commerce

email chenpc@ctbc.edu.tw
Professional Experiences
  • Deputy Director of Research and Development, Office of Student Affairs, CTBC Financial Management College, November 2022 - Present
  • Deputy Dean of Student Affairs, CTBC Financial Management College, March 2017 - October 2022
  • Director, Center for Continuing Education, CTBC Financial Management College, September 2019 - Present
  • Assistant Professor, Department of Business Administration, CTBC Financial Management College, August 2015 - July 2016, September 2019 - Present
  • Assistant Professor, Department of Finance and Financial Management, CTBC Financial Management College, February 2017 - August 2019
  • Assistant Professor, General Education Center, CTBC Financial Management College, August 2016 - January 2017
  • Deputy Director, General Education Center, CTBC Financial Management College, December 2018 - August 2019
  • Executive Secretary, CTBC International Experimental Education Institution, November 2017 - December 2018
  • Director, Information Center, Library of CTBC Financial Management College, August 2015 - March 2017
  • Director, Asia Optical Corporation, October 2013 - October 2016
  • Committee Member, Information Security Committee, Taoyuan Metro Corporation, July 2015 - July 2016
  • Committee Member, Evaluation Committee, Taoyuan Metro Corporation, June 2015 - June 2016
  • Assistant Professor, Department of Information Management, Yu Da University of Science and Technology, February 2010 - July 2015
  • Lecturer, Department of Information Management, Yu Da Business and Technology College, August 2004 - July 2006, August 2007 - January 2010
  • Lecturer, Department of Multimedia and Game Development Sciences, Yu Da Business and Technology College, August 2006 - July 2007
  • Head of E-commerce Laboratory, Department of Information Management, Yu Da University of Science and Technology, August 2009 - July 2015
  • Director, Office of Research and Development, International Affairs and Exchange Center, Yu Da Business and Technology College, August 2008 - May 2009
Peer Reviewed Journal Papers / Peer Reviewed International Proceedings
  1. Y.T. Chang, C.Y. Lo*, P.C. Chen and Y.K. Huang, “The Application of Neural Networks and Grey System Theory in Foreign Exchange Rates Forecasting”, Journal of Information & Optimization Sciences, Vol. 27 (2006), No. 3, pp. 615-628.
  2. P.C. Chen*, “Using Immune Network in Nonlinear System Identification for a 3D Parallel Robot”, Information Technology Journal, Vol. 8 (2009), No. 6, pp. 895-902. (EI).
  3. P.C. Chen*, “A Fuzzy Multiple Criteria Decision Making Model in Employee Recruitment”, International Journal of Computer Science and Network Security, Vol. 9 (2009), No. 7, pp. 113-117.
  4. P.C. Chen*, “An Empirical Study of Using Analytic Hierarchy Process in Human Resource Development”, GESTS International Transactions on Computer Science and Engineering, Vol. 55 (2009), No. 1, pp. 1-10.
  5. Y.T. Chang, C.Y. Lo*, P.C. Chen and S.H. Han, “Multi-Objective Analysis on Optimization of Negotiation Support”, AMT 2009, Lecture Notes in Computer Science, Vol. 5820 (2009), pp. 357-369. (EI).
  6. Y.T. Chang, C.Y. Lo* and P.C. Chen, “Study on Adaptive Computer-Assisted Instruction for In-Service Training”, AMT 2009, Lecture Notes in Computer Science, Vol. 5820 (2009), pp. 238-249. (EI).
  7. P.C. Chen*, “A Study of Using Back-Propagation Neural Network in Joint Procurement”, Journal of Information & Optimization Sciences, Vol. 30 (2009), No. 6, pp. 1283-1297.
  8. 羅智耀*、馬美蘭、陳品璋，“複雜策略下之協議最佳化研究”，管理科學研究，2009 第三屆管理與決策學術研討會特刊 (2009)，pp. 17-40.
  9. K.J. Zhu, P.C. Chen* and Y.T. Chang, “A Credit Risk Rating Model Based on Fuzzy Neural Network”, Advances in Neural Network Research and Applications, Lecture Notes in Electrical Engineering, Vol. 67 (2010), pp. 161-171. (EI).
  10. P.C. Chen, C.Y. Lo*, H.T. Chang and Y. Lo Cho, “A Study of Applying Artificial Neural Network and Genetic Algorithm in Sales Forecasting Model”, Journal of Convergence Information Technology, Vol. 6 (2011), No. 9, pp. 352-362. (EI).
  11. Y.T. Chang, C.Y. Lo*, P.C. Chen and R.C. Tang, “Research on the Development of Web-based Joint Procurement Information Systems”, International Journal of Digital Content Technology and its Applications, Vol. 5 (2011), No. 9, pp. 134-144. (EI).
  12. T.S. Lan, P.C. Chen*, C.H. Lan and K.C. Chuang, “A Study of Using Back-Propagation Neural Network for the Sales Forecasting of the Thin Film Sputtering Process Material”, International Journal of Advancements in Computing Technology, Vol. 4 (2012), No. 8, pp. 118-127. (EI).
  13. P.C. Chen*, H.T. Chang and L.C. Lai, “Estimation of Word Recognition by Using Back-Propagation Neural Network”, International Journal of Computational Engineering Research, Vol. 2 (2012), Issue 7, pp. 194-198.
  14. H.T. Chang, P.C. Chen*, C.Y. Lo and S.K. Chen, “A Study of Using Mobile Agent for the Transaction Trust Model”, ICTMF 2012, Lecture Notes in Information Technology, Vol. 38 (2012), pp. 335-341.
  15. 藍天雄*、陳品璋、莊凱棋、林文正、廖淑枝，“產業政策推動對職業運動之動態影響研究”，管理資訊計算，第1卷，第1期 (2012)，pp. 77-92.
  16. P.C. Chen*, H.T. Chang and A. Hsu, “A Study of Using Artificial Neural Network in a Non-linear Centrifugal Compressor System”, International Journal on Computer Science and Engineering, Vol. 4 (2012), No. 12, pp. 1890-1896.
  17. H.T. Chang, P.C. Chen, H.C. Huang* and H.M. Huang, “A Study on the Satisfaction with the Use of Leisure Food and Beverage Information System – Taking Traditional Farms for Example”, International Journal of Computational Engineering Research, Vol. 3 (2013), Issue 2, pp. 23-29.
  18. H.T. Chang, R. Ma, P.C. Chen and H.C. Huang*, “The Commemorate Service Planning with Assistance-Oriented Architecture”, International Journal of Engineering Inventions, Vol. 2 (2013), Issue 3, pp. 68-76.
  19. H.T. Chang, P.C. Chen, H.C. Huang* and D.H. Lin, “A Study on the Application of Neural Network to the Prediction of Weight Control”, International Journal of Engineering Research and Development, Vol. 5 (2013), Issue 11, pp. 78-85.
  20. P.C. Chen*, “Integrating Fuzzy Theory, Genetic Algorithm and Neural Network in Tourism Forecasting”, Advances in Information Sciences and Service Sciences, Vol. 5 (2013), No. 3, pp. 767-775. (EI).
  21. P.C. Chen*, “A Comparison Between Volume and Volume Rate of Change in Foreign Exchange Rate Prediction”, International Journal of Advanced Computing, Engineering and Application, Vol. 2 (2013), No. 1, pp. 1-5.
  22. 藍天雄*、陳品璋、藍毓華、林文正、廖淑枝，“國小自然與生活科技學習之動態影響研究”，管理資訊計算，第2卷，第1期 (2013)，pp. 1-12.
  23. C.Y. Lo*, P.C. Chen, C.I. Hou, C.H. Lan and C.H. Kuo, “The Analysis of Seasonal Fish Quantity with Artificial Intelligent Theory”, Advanced Science Letters, Vol. 19 (2013), No. 9, pp. 2585-2590. (EI).
  24. T.S. Lan, Y.H. Lan, K.L. Chen, P.C. Chen* and W.C. Lin, “A Study of Developing a System Dynamics Model for the Learning Effectiveness Evaluation”, Mathematical Problems in Engineering, Vol. 2013 (2013), Article ID 298621, 6 pages,http://dx.doi.org/10.1155
    /2013/298621 . (SCI, IF=1.383).
  25. 吳振鋒*、陳品璋、傅宇亨、藍毓華，“應用層級分析法探討期貨日內交易決策因子之研究 – 以台指期貨為例”，管理資訊計算，第2卷，第2期 (2013)，pp. 138-150.
  26. 吳振鋒*、陳品璋、常心怡、陳秀惠，“應用層級分析法於國小線上英語繪本評選指標因子之研究”，管理資訊計算，第2卷，第2期 (2013)，pp. 102-113.
  27. P.C. Chen*, “An Empirical Study of Developing an Online Shopping Website for a Flower Shop”, International Journal of Leisure Information Management, Vol. 1 (2013), No. 2, pp. 12-21.
  28. T.S. Lan*, C.H. Lan, P.C. Chen and K.C. Chuang, “Research on Human Resource Strategy under Customer Demand Using System Dynamics for the Thin Film Sputtering Target Material Industry”, Applied Mechanics and Materials, Vol. 479-480(2014), pp. 1207-1212. (EI).
  29. P.C. Chen, T.S. Lan, Y.H. Lan, H.C. Huang* and S.C. Liao, “Research on the Dynamic Relation to Learning Effectiveness of the Music Major Students in Elementary School”, Journal of Communications and Information Sciences, Vol. 4 (2014), No. 1, pp. 8-15.(EI).
  30. P.C. Chen*, “Design and Development of Online Shopping Website – Taking Mobile Phone Transmission Products for Example”, Advanced Management Journal, Vol. 1 (2014), No. 1, pp. 13-22.
  31. P.C. Chen*, “A Study of Investigating the Relationship between Consumer Satisfaction and Operations Strategies of Campus Restaurants by Using Dynamic Simulation”, International Journal of Emerging Technology and Advanced Engineering, Vol. 4 (2014), No. 2, pp. 24-27.
  32. T.S. Lan*, K.L. Chen, P.C. Chen, C.T. Ku, P.H. Chiu and M.H. Wang, “An Investigation of Factors Affecting Elementary School Students’ BMI Values Based on the System Dynamics Modeling”, Journal of Computational and Mathematical Methods in Medicine, Vol. 2014 (2014), Article ID 575424, 7 pages, http://dx.doi.org/10.1155/2014/575424 . (SCI, IF=0.791).
  33. T.S. Lan* and P.C. Chen, “A Study on the Dynamic Effect of Sports Promotion Strategy and Effectiveness of National Health Care in Taiwan”, International Journal of Computer Science and Information Technology, Vol. 6 (2014), No. 1, pp. 125-135. (EI).
  34. P.C. Chen*, “Research on Dynamic Effects of Employability of Vocational College Students in Taiwan”, International Journal of Computer Science and Information Technology, Vol. 6 (2014), No. 1, pp. 161-168. (EI).
  35. P.C. Chen*, T.S. Lan, Y.H. Lan and H.Y. Hsu,“Dynamic Effect of Knowledge Management System on School Management”, Journal of Theoretical and Applied Information Technology, Vol. 6 (2014), No. 2, pp. 249-253. (EI).
  36. C.Y. Lo, H.T. Chang, P.C. Chen and Y.L. Hsieh*, “The Design of Cloud Service App System for Beverage Booking”, Advanced Management Journal, Vol. 1 (2014), No. 2, pp. 18-25.
  37. T.S. Lan, K.L. Chen, P.C. Chen*, M.H. Wang and P.H. Chiu, “A Study of Environment Management for Physical Fitness in Elementary School”, WIT Transactions on Information and Communication Technologies, Vol. 58 (2014), pp. 155-162. (EI).
  38. C.F. Wu, P.C. Chen* and S.F. Tzeng, “A Study of the Effects of Electronic Textbook-Aided Remedial Teaching on Students’ Learning Outcomes at the Optics Unit”, International Journal of Computer Science and Information Technology, Vol. 6 (2014), No. 4, pp. 205-212. (EI).
  39. C.F. Wu, P.C. Chen* and Y.T. Chen, “Research on the Effect of Applying Multimedia to the Instruction of Rational Emotion Behavior Therapy for Middle School Students’ Emotional Control”, International Journal of Computer Science and Information Technology, Vol. 6 (2014), No. 4, pp. 21-29. (EI).
  40. P.C. Chen, T.S. Lan*, S.C. Chiu and Y.H. Lan, “A Study of Investigating the Learning Effectiveness of Applying the MOODLE E-learning in Taiwan’s Elementary School”, Journal of Internet Technology, Vol. 15 (2014), No. 7, pp. 1191-1194. (SCI, IF=0.481).
  41. C.Y. Lo, P.C. Chen, C.I. Hou and C.Y. Huang*, “Study on Delivery and Reservation of Chinese New Year Dishes of Cloud Dining Service”, International Journal of Leisure Information Management, Vol. 3 (2015), No. 1, pp. 19-25.
  42. 陳品璋、晁瑞明、林宛俐*，“消費者對便利商店霜淇淋購買意願影響因素之研究”，管理資訊計算，第4卷，第2期 (2015)，pp. 186-195.
  43. 李明昌、陳品璋、呂紹嘉*，“探討特別檢查困難性質之研究–以某空軍為例”，管理資訊計算，第4卷，第2期 (2015)，pp. 246-254.
  44. 陳品璋、洪慈霙、曹慧英*，“應用類神經網路於國小學童營養午餐滿意度影響因素之重要性評估研究”，管理資訊計算，第4卷，第2期 (2015)，pp. 273-281.
  45. P.C. Chen*, C.F. Wu and T.Y. Liu, “Research on Integrating Multimedia and E-learning Platform to the Remedy Teaching of Mathematic for Learning Achievements”, International Research Journal of Engineering and Technology, Vol. 2 (2015), No. 9, pp. 1-6.
  46. P.C. Chen*, R.M. Chao, H.W. Shen and C.F. Chung, “Research on Influencing Factors of Body Weight Control by Using Artificial Neural Network Approach”, International Journal of Innovative Science, Engineering & Technology, Vol. 3 (2016), No. 5, pp. 298-302.
  47. H.T. Chang, P.C. Chen and C.Y. Ho*, “Discussion about the Intensity of Fire Rescue Training in Miaoli County”, International Journal of Managerial Studies and Research, Vol. 4 (2016), No. 5, pp. 74-79.

  48. T.S. Lan, Y.H. Lan, P.C. Chen* and W.C. Lo, “A Study of Investigating Adolescents’ Eating Out Behavior by Using Analytic Hierarchy Process”, Eurasia Journal of Mathematics, Science and Technology Education, Vol. 13 (2017), No. 7, pp.3227-3234. (SSCI, IF=1.016).

  49. T.S. Lan, P.C. Chen* and C.H. Chuo, “Using Artificial Neural Network on Flight Distance Prediction for Paper Plane”, Advances in Mechanical Engineering, Vol. 9 (2017), No. 7, pp. 1-6. (SCI, IF=0.640).

  50. C.F. Wu, P.C. Chen* and Y.H. Chu, “Research on the Acceptance of Applying Micro Films to Music Education”, International Research Journal of Engineering and Technology, Vol. 5 (2018), Issue 12, pp. 1202-1205.
  51. K.T. Liu, P.C. Chen and C.C. Wei*, “Exploring Influencing Factors of University Enrollment Using Neural Network”, Research Journal of Business and Management, Vol. 6 (2019), Issue 2, pp. 109-120. (Econlit).
Conference Paper
  1. T.S. Lan*, P.C. Chen, Y.J. Chang and W.H. Chiu, “An Investigation of Relationship between Performance of Physical Fitness and Swimming Ability based on the Artificial Neural Network”, The 2014 3rd International Conference on Innovation, Communication and Engineering, Guizhou, China, October (2014), pp. 181-183. (EI).
  2. T.S. Lan*, P.C. Chen, Y.Y. Lin and J.H. Leu, “A System Dynamics Investigation for the Development and Management of Chinese Orchestra in Elementary School”, The 2014 3rd International Conference on Innovation, Communication and Engineering, Guizhou, China, October (2014), pp. 751-754. (EI).
  3. T.S. Lan, P.C. Chen* and C.M. Chang, “Research on Improvement of Product External Appearance Using Failure Mode and Effect Analysis”, The 2015 International Conference on Applied System Innovation, Osaka, Japan, May (2015). (EI).

  4. T.S. Lan, P.C. Chen*, C.W. Chiu and Y.M. Lai, “Developing a Maintenance Strategy of the Critical Components for the Environmental Control System of Aircraft”, 2016 International Conference on Applied System Innovation, IEEE Xplore, Okinawa, Japan, May (2016), INSPEC Accession Number: 16214977, 4 pages, http://dx.doi.org/10.1109/ICASI.2016.7539927. (EI).

  5. T.S. Lan, P.C. Chen, M.Y. Wang, K.S. Hsu* and T.Y. Chen, “A Study of Using Back-Propagation Neural Network to Predict Aircraft Component Life Span”, 2016 International Conference on Applied System Innovation, IEEE Xplore, Okinawa, Japan, May (2016), INSPEC Accession Number: 16214941, 3 pages, http://dx.doi.org/10.1109/ICASI.2016.7539935. (EI).

  6. K.T. Liu, C.C. We and P.C. Chen*, “An Investigation of Factors Affecting the Satisfaction of School Meals Catering Service by Using Artificial Neural Network”, 2018 Eurasian Conference on Educational Innovation, IEEE Xplore, Macau, P.R. China, January (2018), 3 pages, http://dx.doi.org/10.1109/ICKII.2018.8569164. (EI).
Research Projects
  1. 育達商業技術學院學術研究整合型計畫之子計畫主持人，“應用市場需求分析行銷旅遊網站”，2007年8月至2008年3月。
  2. 育達商業技術學院學術研究整合型計畫之子計畫主持人，“SCORM規範的標準化網路課程開發系統之研究”，2007年8月至2008年3月。
  3. 育達商業技術學院學術研究計畫主持人，“發展生產管理之遠距即時監控系統”，2007年8月至2008年3月。
  4. 育達商業技術學院商業現代化研究中心推動研究整合型計畫之子計畫主持人，“人機監控介面之程式研究”，2007年11月至2008年3月。
  5. 財團法人廣興文教基金會研究計畫共同主持人，“系統分析技術於3D-MV製作”，2007年12月至2008年6月。
  6. 育達商業技術學院學術研究整合型計畫之總計畫共同主持人，“E-Learning系統環境下知識本體之應用研究”，2008年8月至2009年3月。
  7. 育達商業技術學院學術研究整合型計畫之子計畫主持人，“E-Learning的本體知識庫資訊處理機制的研究”，2008年8月至2009年3月。
  8. 育達商業技術學院商業現代化研究中心推動研究計畫主持人，“開發具力覺之遊戲搖桿”，2008年11月至2009年7月。
  9. 育達商業技術學院商業現代化研究中心推動研究計畫主持人，“運用模糊神經網路於信用風險評估研究”，2008年11月至2009年7月。
  10. 國科會產學合作研究計畫-技術及知識應用型計畫主持人，NSC 98-2622-E-412-010-CC3，“以Web為基礎之聯合採購資訊系統”，2009年11月至2010年10月。
  11. 育達商業科技大學學術研究計畫主持人，“應用人工免疫系統與類神經網路於房地產投資評估”，2010年6月至2010年11月。
  12. 育達商業科技大學研究中心推動研究計畫主持人，“協助小型企業開發電子商務線上購物網站”，2011年5月至2011年9月。
  13. 育達商業科技大學學術研究計畫主持人，“結合模糊類神經網路和遺傳演算法於交通流量預測之研究”，2011年6月至2011年11月。
  14. 育達商業科技大學研究中心推動研究計畫主持人，“開發手機傳輸配件線上購物網站”，2012年5月至2012年9月。
  15. 育達商業科技大學學術研究計畫主持人，“結合模糊類神經網路與免疫演算法於人才招募評估決策”，2012年6月至2012年11月。
  16. 國科會專題研究計畫-一般型研究計畫主持人，NSC 101-2221-E-412-003-，“多重代理人結合動態協議賽局建構連鎖餐飲食材聯合採購最佳化與價值分配研究(I)”，2012年8月至2013年7月。
  17. 育達科技大學產學合作研究計畫主持人，“汽車精品線上採購資訊系統”，2013年12月至2014年3月。
  18. 育達科技大學學術研究計畫主持人，“影響大學生外食消費選擇因素之研究”，2014年6月至2014年11月。
  19. 科技部專題研究計畫(產學合作研究計畫-應用型)計畫主持人，MOST 103-2622-E-412-001-CC3，“以科技接受模式設計新春飲食預訂APP系統”，2014年11月至2015年10月。

BOOKS
  1. 羅智耀、江素貞、陳建民、張鴻騰、張毓騰、吳振鋒、陳品璋、涂宏任、楊明峰、黃月桂，“資訊科技與生活”，育達商業技術學院全校共同教材編輯委員會，2006年10月，ISBN: 978-957-527-950-9
  2. 羅智耀、江素貞、陳建民、張鴻騰、張毓騰、吳振鋒、陳品璋、涂宏任、楊明峰、黃月桂，“實用資訊”，育達商業技術學院全校共同教材編輯委員會，2007年1月，ISBN: 978-986-7097-40-8
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