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Publications (Professor Ming-Chuan Chiu)

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A.  Publications：Referred Journal Publications 

  1. Chiu, M-C.*, Huang, J-H.#, Gupta, S., and Akman, G. (2021) “Developing a Personalized Recommendation System in a Smart Product Service System Based on Unsupervised Learning Model,” Computers in Engineering Design, (In Press)  View SCI(2019 IF: 3.954, 21/109, 19.26% Q1 in Computer Science & Interdisciplinary Applications) doi:10.1016/j.compind.2021.103421
  2. Chiu, M-C.* and Chuang, W-H.*, Lin, H-H.# (2021) “Applying DFA and Global Programming to Improve Economic Efficiency, Material Handling Convenience, and Sustainability of a Product Packaging System,” Research in Engineering Design, (In Press)  View SCI(2019 IF: 2.224, 31/79, 40.66% Q2 in Engineering, Multidisciplinary) doi:10.1007/s00163-020-00355-4
  3. Chiu, M-C.* and Chuang, K-H.# (2021) “Applying Transfer Learning to Precision Marketing in an Omni-Channel System - A Case Study of a Shared Kitchen Platform,” International Journal of Production Research , (In Press)  View SCI(2019 IF: 4.577, 11/83, 13.25% Q1 in Operations Research & Management Science) doi:10.1080/00207543.2020.1868595
  4. Kuo, T-C.*, Chen, K-J., Shiang, W-J., Huang, P-B., Otieno, W., and Chiu, M-C. (2020) “A Collaborative Data-Driven Analytics of Material Resource Management in Smart Supply Chain by Using a Hybrid Industry 3.5 strategy,” Resources, Conservation and Recycling 164, 105160. View SCI(2019 IF: 8.086, 13/265, 5% Q1 in Environmental Science) doi:10.1016/j.resconrec.2020.105160
  5. Chiu, M-C., Hsu, H-W.*, Wu, M-C.#, and Lee, M-Y. (2020) “Future Thinking on Power Planning: A Balanced Model of Regions, Seasons and Environment with a Case of Taiwan,” Futures 122, 102599. View SSCI(2019 IF: 2.769, 68/371, 18.3% Q1 in Economics) doi:10.1016/j.futures.2020.102599
  6. Sheu, D.D., Chiu, M-C.*  and Cayard, D.# (2020) “The 7 Pillars of TRIZ Philosophies,” Computers & Industrial Engineering 146, 106572. View SCI(2019 IF:4.135, 10/48, 20% Q1 in ENGINERRING, INDUSTRIAL) doi:10.1016/j.cie.2020.106572
  7. Chiu, M-C. and Wu, J-J.# (2020) “An Information Model-based Interface Design Method: A Case Study of Cross-Channel Platform Interfaces,” Human Factors and Ergonomics in Manufacturing & Service Industries 30(6), 385-401. View SCI(2019 IF: 1.271) doi:10.1002/hfm.20861
  8. Chiu, M-C. and Tsai, C-H.# (2020) “Design a Personalised Product Service System Utilising a Multi-Agent System,” Advanced Engineering Informatics 43, 101036. View SCI(2018 IF: 3.772, 12/88, 13.63% Q1 in enginerring, multidisciplinary) doi:10.1016/j.aei.2020.101036
  9. Chiu, M-C., Chu, C-Y.#, and Kuo, T-C.* (2019) “Product Service System Transition Method: Building firm’s Core Competence,” International Journal of Production Research , (In Press) View SCI(MOST 106-2221-E-007-073 -MY3)doi:10.1080/00207543.2019.1566670
  10. Chiu, M-C.*and Lin, K-Z.# (2018) “Utilizing Text Mining and Kansei Engineering to Support Data-driven Design Automation at Conceptual Design Stage,” Advanced Engineering Informatics 38, 826-839 View SCI(MOST 106-2221-E-007 -073 -MY3) doi:10.1016/j.aei.2018.11.002
  11. Hurtado, C.*, Chiu, M-C., Ferras, X., Arimany-Serrat, N. and Vidal, D. M. (2018) “Identifying Sustainability-Value Creation Drivers for a Company in the Water Industry Sector: An Empirical Study,” Water Resources Management32(12), 3961–3978 View SCI doi:10.1007/s11269-018-2030-5
  12. Chiu, M-C.* Chu, C-Y.# and Chen, C-C.# (2018) “An Integrated Product Service System Modelling Methodology with a Case Study of Clothing Industry,” International Journal of Production Research 58(6), 2388-2409 View SCI(MOST 103-2221-E-007-051-MY3) doi:10.1080/00207543.2017.1374570
  13. Chiu, M-C.* and Chen, Y-W.# (2018) “The Analysis Incomplete Dataset Using Fuzzy C-Medoids Algorithm with a Case Study of Physical Examination Dataset,” International Journal of Industrial Engineering: Theory, Applications and Practice 25(1), 67-76 View SCI(MOST 106-2221-E-007 -073 -MY3)
  14. Chiu, M-C.* and Chang, Y-J.# (2017) “A Service Recovery Method to Enhance Customer Satisfaction with a Case Study of Motion Sport Game,” Human Factors and Ergonomics in Manufacturing & Service Industries 27(5), 233–242View SCI(NSC 102-2221-E-007-058-MY3) doi:10.1002/hfm.20705
  15. Kuo, T-C., Chen, Y-H., Dang, H.T. H., Chiu, M-C. , Hsu, C-W., and Hsiao, Y-L. (2017) “Investigating the Influential Factors of Sustainable Supply Chain Management – Using Two Asian Countries as the Examples,” Sustainable Development 25(6), 559–579 View SCI doi:10.1002/sd.1678
  16. Chiu, M-C.* and Hsu, Y-W.# (2017) “Using Fuzzy C-Means Clustering Based on Integration of Psychological and Physiological Data for Therapeutic Music Design,” Journal of Industrial and Production Engineering 34(5), 382-397View TSSCI, EI (NSC 102 -2221-E-007-058-MY3) doi:10.1080/21681015.2017.1324528
  17. Chiu, M-C.* and Ko, L-W.# (2017) “Develop a Personalized Intelligent Music Selection System Based on Heart Rate Variability and Machine Learning,” Multimedia Tools and Applications 76(14), 15607-15639 View SCI (MOST 103-2221-E-007-051-MY3) doi:10.1007/s11042-016-3860-x
  18. Chiu, M-C.* and Chiou, J-Y.# (2016) “Technical Service Platform Planning Based on Company Competitive Advantage and Future Market Trend: A Case Study of IC Foundry,” Computers & Industrial Engineering 99, 503-517View SCI (MOST 103-2221-E-007-051-MY3) doi:10.1016/j.cie.2016.02.019
  19. Chiu, M-C.* and Lin, Y-H.# (2016) “Simulation Based Method Considering Design for Additive Manufacturing and Supply Chain－An Empirical Study of Lamp Industry,” Industrial Management and Data Systems 116(2), 322-348View SCI (MOST 103-2221-E-007-051-MY3) doi:10.1108/IMDS-07-2015-0266
  20. Chiu, M-C.* and Hsieh, M-C.# (2016) “Latent Human Error Analysis and Efficient Improvement Strategies by Fuzzy TOPSIS in Aviation Maintenance Tasks,” Applied Ergonomics 54, 136-147. View SCI (MOST 103-2221-E-007-051-MY3) doi:10.1016/j.apergo.2015.11.017
  21. Huang, P-H.# and Chiu, M-C.* (2016) “Integrating User Centered Design, Universal Design and Goal, Operation, Method and Selection Rules to Improve the Usability of DAISY Player for Persons with Visual Impairments,” Applied Ergonomics 52, 29-42. View SCI (MOST 103-2221-E-007-051-MY3) doi:10.1016/j.apergo.2015.06.008
  22. Chiu, M-C.*, Chang, C-H.#, Chen, Y-T.#, Chiou, J-Y.#, and Chang, Y-J.# (2016) “Redesign for Sustainability and Assemblability Using Particle Swarm Optimization Method,” Journal of Industrial and Production Engineering 33(2), 103-113 View TSSCI, EI (NSC 101-2221-E-007-018) doi:10.1080/21681015.2015.1111264
  23. Hsiao, W-B.#, Chiu, M-C.*, Chen W-F., and Chu, C-Y. (2016) “A Systematic Service Design Methodology to Achieve Mass Personalisation,” International Journal of Agile Systems and Management 8(3/4), 243-263 View EI (MOST 103-2221-E-007-051-MY3) doi:10.1504/IJASM.2015.073520
  24. Chen, Y-T.# and Chiu, M-C.* (2015) “A Case-Based Method for Service-Oriented Value Chain and Sustainable Network Design,” Advanced Engineering Informatics 29(3), 269-294. View SCI (MOST 103-2221-E-007-051-MY3)doi:10.1016/j.aei.2015.06.005
  25. Chiu, M-C.*, Kuo, M-Y.#, and Kuo, T-C. (2015) “A Systematic Methodology To Develop Business Model of a Product Service System,” International Journal of Industrial Engineering: Theory, Applications and Practice 22(3), 369-381.View SCI (NSC 102-2221-E-007-058-MY3)
  26. Hsieh, M-C.#, Chiu, M-C.*, and Hwang, S-L. (2015) “An optimal range of information quantity on computer-based procedure interface design in the advanced main control room,” Journal of Nuclear Science and Technology 52(5), 687-694. View SCI (NSC 102-2221-E-007-058-MY3)(NSC 101- 2221-E-007-013- MY2)doi:10.1080/00223131.2014.977832
  27. Huang, P-H.#, Chiu, M-C.*, Hwang, S-L., and Wang, J-L. (2015) “Investigating E-Learning Accessibility for Visually-impaired Students: An Experimental Study,” International Journal of Engineering Education 31(2), 495-504.   SCI(MOST 103-2221-E-007-051-MY3)
  28. Chang, Y-J.#, Huang, P-H.#, and Chiu, M-C.* (2014) “Service dissatisfaction detection and service recovery analysis using a logistic regression model: an empirical study of health management motion sport game,” Journal of Industrial and Production Engineering 31(8), 504-512. View TSSCI, EI (NSC 101-2221-E-007-018)doi:10.1080/21681015.2015.1006697
  29. Cheng, W-Y.#, Huang, P-H.#, and Chiu, M-C.* (2014) “Integrating Physiological and Psychological Techniques to Measure and Improve Usability: an Empirical Study on Kinect Applying of Health Management Sport,” International Journal of Industrial Engineering: Theory, Applications and Practice, 21(6), 304-316. View SCI (MOST 103 -2221-E-007-051-MY3)
  30. Chiou, J-Y.# and Chiu, M-C.* (2014) “Technical Service Platform Based on Company Competitive Advantage and Future Market Trend: A case study of Foundry,” International Journal of Industrial Engineering: Theory, Applications and Practice, 21(6), 327-336. View SCI (NSC 102-2221-E-007-058-MY3)
  31. Lo, H-P.# and Chiu, M-C.* (2014) “A Service Family Design and Business Development Methodology with a Home Service Case Study,” Journal of Industrial and Production Engineering, 31(7), 458-470. View TSSCI, EI (NSC 102-2221-E-007-058-MY3) dio:10.1080/21681015.2014.983195
  32. Hsieh, M-C.#, Chiu, M-C.*, and Hwang, S-L. (2014) “An Interface Redesign for the Feedwater System of the Advanced Boiling Water Reactor in a Nuclear Power Plant in Taiwan,” Journal of Nuclear Science and Technology, 51(5), 720-729. View SCI dio:10.1080/00223131.2014.889584
  33. Chiu, M-C.* and Okudan, G.E. (2014) “An Investigation on Centralized and Decentralized Supply Chain Scenarios at the Product Design Stage to Increase Supply Chain Performance,” IEEE Transactions on Engineering Management, 61(1), 114-128. View SCI dio:10.1109/TEM.2013.2246569
  34. Chiu, M-C.* and Okudan, G.E.# (2014) “An Investigation on the Impact of Product Modularity Level on Supply Chain Performance Metrics: An Industrial Case Study,” Journal of Intelligent Manufacturing, 25(1), 129-145. View SCIdoi:10.1007/s10845-012-0680-3
  35. Okudan, G.E.*, Ma, J-F., Chiu, M-C., and Lin, T-K.(2013) “Product Modularity and Implications for the Reverse Supply Chain,” Supply Chain Forum: an International Journal, 14(2), 54-69 View
  36. Chiu, M-C.* and Teng, L-W.# (2013) “Sustainable Product and Supply Chain Design Decisions under Uncertainties,” International Journal of Precision Engineering and Manufacturing , 14(11),1953-1960. View SCI (NSC 100-2218-E-007-720) doi:10.1007/s12541-013-0265-x
  37. Okudan, G.E., Chiu, M-C.*, and Kim, T.,(2013) “Perceived Feature Utility-Based Product Family Design: a Mobile Phone Case Study,” Journal of Intelligent Manufacturing, 24(5),935-949. View SCI doi:10.1007/s10845-012-0699-5
  38. Chiu, M-C. and Chu, C-H.* (2012) “Review of Sustainable Product Design from Life Cycle Perspectives,” Journal of Precision Engineering and Manufacturing, 13(7), 1259-1272. View SCI doi:10.1007/s12541-012-0169-1
  39. Okudan, G. E.*, Chiu, M-C. , Lin, C-Y., Gupta, S., Claudio, D., and Thevenot, H. (2012) “Applying Axiomatic Design, TRIZ and Mixed Integer Programming to Develop Innovative Design for Locomotive Ballast Arrangement,” International Journal of Advanced Manufacturing Technology, 61(5-8), 827-842. View SCI doi:10.1007/s00170-011-3752-1
  40. Chiu, M-C.* and Okudan, G.E.# (2011) “An Integrative Methodology for Product and Supply Chain Design Decisions at the Product Design Stage,” Journal of Mechanical Design, 133(2), 021008:1-15. View SCI doi:10.1007/s00170-011-3752-1
  41. Chiu, M-C.* and Okudan, G.E.# (2011) “Investigation of the Applicability of DfX Tools during Design Concept Evolution: A literature Review,” Journal of Product Development,13(2), 132-167. View EIdoi:10.1504/IJPD.2011.038869

　 # is advised student and * is the corresponding author 　 

 Refereed Conf. Publications 

  1. Wang, Y-C., Chiu M-C., Zhong, W-B., and Gao, M-J. (2021) "Apply Text Mining to Establish a Regional Model of TCFD: A Case Study of USA" Symposium on Sustainable Products and Industrial Management 2021, Mar 20, MCKU, Taiwan (Best Paper Award) 2021永續性產品與產業管理研討會

  2. Liang, Y-J., Sheu, D.D., Wang, Y-C., & Chiu M-C. (2021) "Opportunity Identification of Business Strategy Innovation Based on TRIZ Trends" 2021 International Conference on Systematic Innovation 2021 Jan 23, CYUT, Taiwan (First Place Award) 2021中華系統性創新研討會

  3. Chen, T-M. &Chiu M-C. (2020) "Mask R-CNN for Wafer Maps Defect Patterns Classification" Chinese Institute of Industrial Engineers Conference 2020, Nov 21, NYUST, Taiwan (Best Paper Award) 2020中國工業工程年會暨學術研討會

  4. Tu, Y-H., Lu, W-Y. &Chiu M-C. (2020) "Apply Deep Learning Image Recognition Technique to Promote Green Consumer Behavior" 2020 Symposium on Sustainable Products and Industrial Management (SSPIM 2020), Mar 21, NTU, Taiwan (Best Paper Award) 2020永續性產品與產業管理研討會

  5. Lee, Y-H, & Chiu M-C.(2019) "Combining Content-Based Image Retrieval with Deep Learning on Wafer Map Defect Patterns Classification" Chinese Institute of Industrial Engineering Conference 2019 (CIIE 2019), Nov 23-24, NTUT, Taiwan (Best Paper Award) 2019中國工業工程年會暨學術研討會

  6. Chen Y-L., Chiu M-C., Hsu H-W., and Lee Y-C.,(2018) "The Equilibrium Contract for Power Buyback in Peak Hour Based on Demand Response Concept" 2018 Symposium on Sustainable Products and Industrial Management(SSPIM 2018),Mar 24, Taoyuan, Taiwan (Best Paper Award) 2018永續性產品與產業管理研討會

  7. Wu M-C., Chiu M-C., Hsu H-W., and Lee M-Y.,(2018) "An Optimal Power Mix and Dispatch Model Considering Climate and Environmental Impacts: A Case Study in Taiwan" 2018 Symposium on Sustainable Products and Industrial Management(SSPIM 2018),Mar 24, Taoyuan, Taiwan (Best Paper Award) 2018永續性產品與產業管理研討會

  8. Chuang W-H., Chiu M-C., and Lin H-H.,(2018) "The Economic and Sustainable Influence of Package Sizes in a Packaging System" 2018 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2018),Feb 7-9, Hsinchu, Taiwan (Certificate of Best Paper Finalist) 2018ISMI研討會

  9. Chuang K-H., and Chiu M-C.,(2018) "Intergrating Omni Channel and Artificial Intelligence to Achieve Precision Marketing - A Case Study of Sharing Economy Platform" 2018 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2018),Feb 7-9, Hsinchu, Taiwan (Outstanding Presentation Award) 2018ISMI研討會

  10. Chuang K-H., and Chiu M-C.,(2017) "Intergrating Omni Channel and Artificial Intelligence to Achieve Precision Marketing - A Case Study of Sharing Economy Platform" 2017 Asia Pacific Industrial Engineering and Management Systems (APIEMS2017),Dec 3-6, Yogyakarta, Indonesia (Best Industrial Application Paper Award) 2017APIEMS研討會

  11. Lin S-H., Chung W-H., and Chiu M-C.,(2017) "Product Packaging System in a Supply Chain Considering Sustainability" 2017 Symposium on Sustainable Products and Industrial Management(SSPIM 2017),Mar 18, Hsinchu, Taiwan (Best Paper Award) 2017永續性產品與產業管理研討會

  12. Wu C-Y., Han Y-T., Lin Y-C., Li Y-C., and Chiu M-C.,(2017) "Develop a Community Social Media to Enhance Environmental and Social Sustainablility" 2017 Symposium on Sustainable Products and Industrial Management(SSPIM 2017),Mar 18, Hsinchu, Taiwan (Best Paper Award) 2017永續性產品與產業管理研討會

  13. Wu J-J., Lin K-Z., Chen M-D., and Chiu, M-C., (2017)"An innovative interface design and customized usability testing method: Case study of Internet of Things integration platform interface" The 24rd Annual Meeting of the Ergonomics Society of Taiwan(EST 2017) , Mar 11-12, Kinmen, Taiwan (Excellent Paper Award) 2017人因年會

  14. Chen, L-C., and Chiu, M-C., (2016) " Healthcare Quality Measurement and Service Innovation for Type 2 Diabetic Patients " The 23rd Annual Meeting of the Ergonomics Society of Taiwan(EST 2016) , Mar 25, Kaohsiung, Taiwan (Excellent Paper Award) 2016人因年會

  15. Chen, Y-W., Wang, H-L., and Chiu, M-C., (2016) " The Analysis and Prediction of Incomplete Dataset Using Fuzzy C-Medoids Algorithm with a Case Study of Physical Examination Dataset " The 23rd Annual Meeting of the Ergonomics Society of Taiwan(EST 2016) , Mar 25, Kaohsiung, Taiwan (Excellent Paper Award) 2016人因年會

  16. Lin, W-J., Liao, S-H., Tsai, C-Y., Wei, Y-C., and Chiu, M-C., (2016) " Design a Personalizd Brain Computer Interface" The 23rd Annual Meeting of the Ergonomics Society of Taiwan(EST 2016) , Mar 25, Kaohsiung, Taiwan (Excellent Paper Award) 2016人因年會

  17. Tsai, C-S., Chu, C-Y., and Chiu, M-C., (2016) " Design of Personalized Product Service System Utilizing Multi-Agent System " 2016 Symposium on Sustainable Products and Industrial Management(SSPIM 2016) , Mar 19, Tainan, Taiwan (Best Paper Award) 2016永續性產品與產業管理研討會

  18. Weng, M-F., Tzao, S-H., and Chiu, M-C., (2016) " Applying TRIZ and Multu-Attribute Utility Theory to Develop Innovative Design: A Case Study of Carbohydrate Detecting Device" 2016 Conference of Systematic Innovation , Jan 23, Taoyuan, Taiwan (Excellent Paper Award) 2016系統性創新研討會

  19. Tsai, M-Y., and Chiu, M-C., (2016) " Apply TRIZ and AHP to improve Cell Test yield and Reduce Inventory" 2016 Conference of Systematic Innovation , Jan 23, Taoyuan, Taiwan (Excellent Paper Award) 2016系統性創新研討會

  20. Lin, I-H., Weng, M-F., and Chiu, M-C., (2015) " Simulation Based Supply Chain Planning Method Considering Design for Additive Manufacturing and Supply Chain: An Em-pirical Study of Lamp Industry," 2015 Chinese Institute of Industrial Engineers Conference (CIIE 2015), Dec 9, Taichung, Taiwan (Best Paper Award) 2015工工年會

  21. Lee, J-Y., Lin, K-Z., Chuang C-C., Chiu, M-C., Trappey, A-J-C., Chang, L-G. and Chou, H-Y. (2015) "Screen code standard development and innovative applications," 2015 Chinese Institute of Industrial Engineers Conference (CIIE 2015), Dec 9, Taichung, Taiwan (Best Paper Award) 2015工工年會

  22. Hsu, Y-W. and Chiu, M-C.*, (2015) "An Investigation on Therapeutic Music Design Utilizing Fuzzy C-Means Clustering and HRV to Enhance User Experience," The 22nd Annual Meeting of the Ergonomics Society of Taiwan (EST 2015), Mar 27-28, 2015, Taoyuan, Taiwan (Best Student Paper Award) 2015人因年會

  23. Ko, L-W. and Chiu, M-C.*, (2015) "The Research of Music and Emotion Interaction with a Case Study of Intelligent Music Selection System," The 22nd Annual Meeting of the Ergonomics Society of Taiwan (EST 2015), Mar 27-28, 2015, Taoyuan, Taiwan (Best Student Paper Award) 2015人因年會

  24. Chen, C-C., Chiou, J-Y., Chu, C-Y., and Chiu, M-C.*, (2015) "A Systematic Product Service System Design Methodology Based on Dissatisfied Customers – A Case Study of Clothes Industry", 2015 International Symposium on Sustainable Products and Industrial Management (ISSPIM 2014), Mar 21, 2015, Changhua, Taiwan (Best Paper Award) 2015永續性產品與產業管理國際研討會

  25. Chang, Y-J., Huang, P-H., and Chiu, M-C., Hsu, Y-W., Chen, Y-L., Pan, Y-C., Tzao, S-H. (2014) "Service recovery design by using logistic regression model – An empirical study to measure effective exercise of motion sport game," 2014 Chinese Institute of Industrial Engineers Conference (CIIE 2014), Dec 6, Taipei, Taiwan (Best Paper Award) 2014工工年會

  26. Chiou, J-Y., Lin, Y-H., Chiu, M-C.*., and Chung, W-H, (2014) “A Robust Technical Platform Planning Method to Assure Competitive Advantage under Uncertainties,” 2014 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2014), Aug 16-18, Taipei, Taiwan. (Best Student Paper Award) 2014半導體智能製造國際研討會

  27. Cheng, W-Y., Huang, T-H., Liu, S-T., Wu, K-J., Huang, P-H., and Chiu, M-C.* (2014) “Usability Evaluation Methodology of Health Management Product: an Empirical Study on Motion Sport Product,” The 21st Annual Meeting of the Ergonomics Society of Taiwan (EST 2014), Mar 28-29, 2014, Taichung, Taiwan. (Best Paper Award) 2014人因年會

  28. Kuo, M-Y., Chiu, M-C.* and Kuo,T-C . (2014) “A New Methodology to Develop Business Model of Product Service System,” 2014 Symposium on Sustainable Products and Industrial Management (SSPIM 2014), Mar 15, 2014, Taipei, Taiwan. (Best Paper Award) 2014永續性產品與產業管理研討會

  29. Cheng, W-Y., Huang, P-H., and Chiu, M-C.* (2013) “Integrating Physiological Techniques and Questionnaire to Measure and Improve Usability: an Empirical Study on Health management Motion Sport Game,” International Conference on Industrial Engineering (IJIE 2013), Oct 6-9, 2013, Busan, South Korea. (Best Student Paper Award)2013工業工程國際研討會

  30. C11. Lo, H-P., Chiu, M-C.* and Chiou, J-Y (2013) “Service Innovation and Performance optimization Using Inter-relationship Digraph and Data Envelopment Analysis,” The 9th International Conference on Intelligent Manufacturing & Logistics Systems (IML 2013), Feb 27-Mar 2, 2013, Shanghai , PRC. (Best Student Paper Award)2013智能製造與物流系統國際研討會

Research Projects 

  1. "Artificial intelligence innovation research center on intelligent manufacturing (4/5)" (Co-PI), MOST, 2021/03-2022/02.

  2. "Develop a personalized recommendation system in a smart product service system with machine learning", MOST, 2020/08-2023/07.

  3. "Artificial intelligence innovation research center on intelligent manufacturing (3/5) "(Co-PI), MOST, 2020/03-2021/02.

  4. "Personalized Product Service System Design Method under Dynamic Environment(1/3, 2/3, 3/3)" (PI), MOST, 2017/08-2020/07.

  5. "A Systematic Methodology to Design a Personalized Product Service ", MOST, 2016/08-2017/07.

  6. "Intelligent motion planning technology based on depth sensing for multi-axis glue dispensing in the mixed production of shoe soles" (PI), MOST, 2018/07-2019/06.

  7. "Design a new business model for car rental industry and development of integrative information platform" (PI), MOST, 2018/06-2019/05.

  8. "User Interface Design and Usability Testing of an IoT Manufacturing Information Platform" (PI), MOST, 2017/06-2018/05.

  9. "Artificial intelligence innovation research center on intelligent manufacturing (2/5)" (Co-PI), MOST, 2019/03-2020/02.

  10. "Artificial intelligence innovation research center on intelligent manufacturing (1/5)" (Co-PI), MOST, 2018/03-2019/02.

  11. "Advanced Service Quality Improvement Technology Alliance for Healthcare Industry" (Co-PI), MOST, 2017/02-2018/01.

  12. "IRB Experiment Data Analytics" (PI), ITRI, 2018/07-2018/10.

  13. "Planning a new business model for Jiu-Fang car rental company" (PI), 亞頌科技股份有限公司, 2017/11/01-2018/06/30.

  14. "Study on opportunities and applications of foresight research accomplishment" (PI), ITRI, 2017/11/20-2017/12/20.

  15. "Study of beauty salons service system and platform planning" (PI), 群威行銷顧問有限公司 , 2017/06/15-2017/11/06.

  16. "Utilizing VLC technology in Innovative Service Validation" (PI), ITRI, 2017/05/20-2017/12/20.

  17. "Study of business model and service design for future smart retailing" (PI),ITRI, 2017/03/15-2017/09/15.

  18. "Personalized Product Service System Design Method under Dynamic Environment" (PI), MOST 106 -2221-E-007-073-MY3, 2017/08/01-2018/07/31.

  19. "Investigation of Application Opportunity for Foresight Research Project" (PI),ITRI, 2016/11/01-2016/12/20.

  20. "User Interface Design and Usability Testing of an IoT Manufacturing Information Platform" (PI), MOST 105 -2622-E-007-015-CC3, 2016/11/01-2017/10/31.

  21. "e-Commerce Logistics Service Analysis and Planning for Foreign Traveler " (PI), AVECTEC, 2016/08/15-2016/10/31.

  22. "A Teaching Case Study of Business Services Productivity 4.0 " (PI),TCA, 2016/06/01-2016/11/20.

  23. "Patent search, translation, research reports and paperwork" (PI),ITRI, 2015/05/01-2015/12/05.

  24. "Applying spectrum analysis in scenario and experimental design for diabetes patients" (PI), ITRI, 2014/09/01-201/12/31.

  25. "Applying Design for X Methodologies to Achieve Sustainable Design " (PI), NSC, 2012/08/01-2013/07/31.

  26. "A Systematic Methodology to Design a Personalized Product Service System" (PI), MOST 103 -2221-E-007-051-MY3, 2014/08/01-2017/07/31.

  27. "Intelligent Manufacturing Environment from Ergonomics Perspective：Project 3" (PI), MOE, 2015/1-2015/12.

  28. "Screen Code Standard Development and Innovative Applications" (Co-PI), ITRI, 2015/7-2015/11.

  29. "Research Support of EU-FP Program" (PI), ITRI, 2015/6-2015/11.

  30. "Wearable Device and Service Design for Diabetes Patient" (PI), ITRI, 2014/10-2014/12.

  31. "3C Product Interface Design and Innovation II：Project 6" (PI), MOE, 2014/1-2014/12.

  32. "3C Product Interface Design and Innovation II：Project 6" (PI), MOE, 2013/1-2013/12.

  33. "Ergonomic Study on Sensory Ambient and Experience" (PI), ITRI, 2013/10-2013/12.

  34. "A Systematic Methodology on Design of New Product Service and Supply Chain System" (PI), NSC 102 -2221-E-007-058-MY3, 2013/08/01-2016/07/31.

  35. "Integration of Sustainable Product Design and Supply Chain from Carbon Footprint Perspective" (PI), NSC 101-2221-E-007-018, 2012/08/01-2013/07/31.

  36. "Development of Service Innovation Methodologies based on Service Experience Engineering" (Co-PI), III, 2012/06/-2012/12.

  37. "Improving Efficiency and Sustainability of Green Supply Chain at the Product Design Stage" (PI), NSC 100-2218-E-007-720, 2011/11/01-2012/07/31.

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