張瑞芬 - 台湾清华大学

个人简介

最高學歷 ♦ 美國普渡大學工業工程博士 Professor Amy Trappey received her PhD in Industrial Engineering from Purdue University. She started her tenure- tracked faculty career in the Department of Industrial & Manufacturing Systems Engineering, Iowa State University (1990~1992). In 1992, Dr. Trappey returned to Taiwan as an associate professor at National Tsing Hua University (NTHU). She was promoted to a full professor in 1996. From 2003 to 2006, she served as the Department Chairperson of Industrial Engineering and Engineering Management at NTHU and led the department to its initial engineering accreditation approval by IEET. Professor Trappey has also been appointed as the Chair Professor and the Dean of the College of Management at the National Taipei University of Technology (2008/2 ~ 2011/1). She was the Program Director of Industrial Engineering and Management Program at the National Science Council (NSC) from 2007/12 to 2010/12. Professor Trappey's research interests are in the areas of e-business, e-discovery, knowledge engineering, IP management, and engineering asset management. She received awards for her research achievement from organizations, such as NSC/MoST, CIE, and CIIE. Prof. Trappey has also received triple fellowships from the professional societies (ASME Fellow, ISEAM Fellow, and CIIE Fellow), in which she has dedicated her academic career. <> •Associate Editor – IEEE Transactions on SMC: Systems •Associate Editor – Advanced Engineering Informatics •美國機械工程學會會士(ASME Fellow) •國際工程資產管理學會會士 (ISEAM Fellow) •中國工業工程學會會士 (CIIE Fellow) •1999~2001 – National Science Council (NSC) Research Excellent Award (國科會傑出研究獎) •1995 – National Science Council (NSC) Annual Outstanding Research Award (國科會優等研究獎). •2008- 2011 – 獲得國科會傑出學者研究計畫，核定最高等級之主持費 •100, 101, 102, 103年度國科會補助獎勵特殊優秀人才 •99, 100, 101, 102年度清華大學傑出學術研究出版獎勵 •2009 – 98年度中國工業工程師學會「工業工程獎章 – 學術研究類」 •2008 – 台北科技大學講座教授榮譽 •2008 – 清華大學特聘教授榮譽 •2007 – MBAA Distinguished Paper Award in Operations Management & Entrepreneurship. •1997 – Best Research Paper Award, Chinese Institute of Engineers (中國工程師學會八十六年『工程論文獎』) •1997 – Best Research Paper Award, Chinese Institute of Industrial Engineers (中國工業工程師學會八十六年『優等論文獎章』) •2007 – Best Research Paper Award, Chinese Institute of Industrial Engineers (3 recipients nation-wide in IE discipline中國工業工程師學會九十六年『優等論文獎章』) •1998 – Highly Commended Award, Literati Club, MCB University Press 1996 – The Best Organizer of Symposium and Sessions (BOSS) Award, IMECE, ASME International Conference •1995 – Outstanding Research Advising Award, NSC (國科會大學生研究指導獎). •1994 – Outstanding Student Paper Advising Award, the Chinese Institute of Engineers (中工會大學生論文指導獎).

研究领域

♦ 知識工程 ♦ 電子化企業/分析/探索 (EB/E-Analytics/E-Discovery) ♦ 智財分析與管理 ♦ 工程資產管理

近期论文

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Trappey, C.V., Trappey, A.J.C.*, and Wu, C.-Y. (Squall), 2010, “Clustering patents using non-exhaustive overlaps,” Journal of Systems Science and Systems Engineering, Vol. 19, No. 2, pp. 162-181. 2.Trappey, A.J.C.*, and Trappey, C.V., 2010, “Advances in aligning knowledge systems, improving business logistics, driving innovation and adapting customer centric services,” Expert Systems with Applications, Vol. 37 (2010), pp. 7297-7298. 3.Taghaboni-Dutta, F.*, Trappey, A.J.C., and Trappey, C.V., 2010, “An XML based supply chain integration hub for green product lifecycle management,” Expert Systems with Applications, Vol. 37 (2010), pp. 7319-7328. 4.Trappey, A.J.C., Trappey, C.V.*, Wu, Chang-Ru, 2010, “Genetic algorithm dynamic performance evaluation for RFID reverse logistic management,” Expert Systems with Applications, Vol. 37, pp. 7329–7335. 5.Trappey, C.V.*, Trappey, A.J.C., Chang, A.-C., Huang, A.Y.L, 2010, “Clustering analysis prioritization of automobile logistics services,” Industrial Management and Data System, Vol. 110, No. 5, pp. 731-743. 6.Trappey, A.J.C.*, Hsiao, D.W., Ma, L., 2011, “Maintenance chain integration using petri-net enabled multiagent system modeling and implementation approach,” IEEE Trans on Systems, Man, and Cybernetics - Part C, Vol. 41, No. 3, pp. 306-315. 7.Trappey, C.V., Wu, H.-Y., Taghaboni-Dutta, F.*, Trappey, A.J.C., 2011, “Using patent data for technology forecasting: China RFID patent analysis,” Advanced Engineering Informatics, Vol. 25, pp. 53-64. 8.Trappey, A.J.C. and Wognum, P.M, 2011, “Special issue on RFID and sustainable value chains,” Advanced Engineering Informatics, Vol. 25, pp. 2-3. 9.Trappey, C.V., Lin, G.Y.P., Trappey, A.J.C.*, Liu, C.S. and Lee, W.T., 2011, “Deriving industrial logistics hub reference models for manufacturing based economies,” Expert Systems with Applications, Vol. 38, No. 2, pp. 1223-1232. Trappey, A.J.C., Ou, Jerry J.R.*, Lin, G.Y.P., and Chen, M.-Y., 2011, “An eco- and inno-product design system applying integrated and intelligent LCA, QFDE, and TRIZ methodology,” Journal of Systems Science and Systems Engineering, Vol. 20, No. 4, pp.443-459. 11.Trappey, A.J.C., Sun, Y.*, Trappey, C.V., and Ma, L., 2011, “Re-engineering transformer maintenance processes to improve customized service delivery,” Journal of Systems Science and Systems Engineering, Vol. 20, No. 3, pp.323-345. 12.Trappey, A.J.C., Wognum, P.M, and Trappey, C.V., 2011, “Special issue editorial on mass customization and sustainable value systems,” Journal of Systems Science and Systems Engineering, Vol. 20, No. 3, pp.257-259. 13.Chiang, T.-A., Wu, C.-Y., Trappey, C.V., Trappey, A.J.C.*, 2011, “An intelligent system for automated binary knowledge document classification and content analysis,” Journal of Universal Computer Science, Vol. 17, No. 14 (2011), pp.1991-2008. 14.Trappey, A.J.C., Trappey, C.V.*, Wu, C.-Y., Lin, C.-W., 2012, “A patent quality analysis for innovative technology and product development,” Advanced Engineering Informatics Vol. 26, No. 1, pp. 26-34. 15.Trappey, A.J.C., and Wognum, P.M., 2012, “Network and supply chain system integration for mass customization and sustainable behavior,” Advanced Engineering Informatics, Vol. 26, No. 1, pp. 3-4. 16.Trappey, A.J.C.*, Trappey, C.V., Lin, G.Y.P. and Chang, Y.-S., 2012, “The analysis of renewable energy policies for the Taiwan Penghu island administrative region,” Renewable and Sustainable Energy Reviews, Vol. 16, No. 1, pp. 958-965. 17.Trappey, A.J.C., Trappey, C., Hsiao, C.T., Ou, J.J.R., Li, S.J.*, Chen, K.W.P., 2012, “An evaluation model for low carbon island policy: The case of Taiwan’s green transportation policy,” Energy Policy, Vol. 45, pp. 510-515. 18.Trappey, A.J.C., Trappey, C.V.*, Hsiao, C.-T., Ou, Jerry J.-R., Chang, C.-T., 2012, “System dynamics modelling of product carbon footprint life cycles for collaborative green supply chains,” International Journal of Computer Integrated Manufacturing, Vol. 25, No. 10, pp. 934-945. 19.Trappey, A.J.C., Trappey, C.V.*, Chang, A.-C., Lee, F.-L., Hsieh, H.-C. and Chao, M.-H., 2012, "Promoting and positioning entertainment artists using clustering and classification approaches," International Journal of Electronic Business Management, Vol. 10, No. 4, pp. 274-285 (EI/ABI INFORM Global). 20.Trappey, A.J.C.*, Trappey, C.V., Sun, Y., Ma, L., and Chen, K.-J., 2013, “An intelligent transformer maintenance system with real-time life assessment condition monitoring,” The Journal of the Chinese Society of Mechanical Engineers, Vol. 34, No. 6, pp. 539-548. 21.Trappey, A.J.C.*, Trappey, C.V., Chiang, T.-A., Huang, Y.-H., 2013, “Ontology-based neural network for patent knowledge management in design collaboration,” International Journal of Production Research, Vol. 51, No. 7, pp.1992–2005. 22.Trappey, C.V., Trappey, A.J.C.,*, Lin, G.Y.P., Lee, W.-T., Yang, T.-H., 2013, “SETZ logistics models and system framework for manufacturing and exporting large engineering assets,” Journal of Systems and Software, Vol. 86, pp. 1725-1976. Trappey, A.J.C., Trappey, C.V.*, and Ni, W.-C., 2013, “A multi-agent collaborative maintenance platform applying game theory negotiation strategies,” Journal of Intelligent Manufacturing, Vol. 24, No. 3, pp. 613-623. 24.Trappey, A.J.C., 2013, “Advanced analyses of technology innovations, patents, and intellectual property,” International Journal of Automation and Smart Technology, Vol. 3, No. 3, pp.137–138. 25.Trappey, A.J.C., Wang, Y-H, Trappey, C.V., Wu, C-Y *, Lin, T-H, 2013, “Ontology-based patent licensing and litigation strategic knowledge system for the light emitting diode industry,” International Journal of Automation and Smart Technology, Vol. 3, No. 3, pp.155–167. 26.Trappey, A.J.C.*, Trappey, C.V., Liu, H.Y., Lin, L-C, Ou, Jerry J.-R., 2013, “A hierarchical cost learning model for developing wind energy infrastructures,” International Journal of Production Economics, Vol. 146, No. 2, pp.386–391. 27.Trappey, A.J.C.*, Trappey, C.V., Wu, C-Y, Fan, C-Y, Lin, Y-L, 2013, “Intelligent patent recommendation system for innovative design collaboration,” Journal of Network and Computer Applications, Vol. 36, No. 6, pp. 1441–1450. 28.Lu, T.-P., Trappey, A.J.C., Chen, Y.-K.*, Chang, Y.-D., 2013, “Collaborative design and analysis of supply chain network management key processes model,” Journal of Network and Computer Applications, Vol. 36, No. 6, pp. 1503–1511. 29.Trappey, A.J.C., and Wognum, P.M., 2013, “Advanced knowledge engineering related to innovation, intellectual property and patent analysis,” Advanced Engineering Informatics, Vol. 27, No. 3, pp. 315-316. 30.Trappey, C.V., Wang, T.-M.*, Hoang, S., Trappey, A.J.C., 2013, “Constructing a dental implant ontology for domain specific clustering and life span analysis,” Advanced Engineering Informatics, Vol. 27, No. 3, pp. 346-357. 31.Trappey, A.J.C.*, Trappey, C.V., Liu, H.-Y. (Penny), 2013, “Using a small-island pilot plant approach to analyze low-carbon emission policies,” Carbon Management, Vol. 4, No. 3, pp. 257-260. 32.Lee, C-H, Wang, Y-H*, Trappey, A.J.C., Yang, S-H, 2014, “Applying geo-social networking and the theory of inventive problem-solving in service innovation and evaluation,” Journal of Industrial and Production Engineering, Vol. 31, No. 2, pp. 95-107. 33.吳俊逸*、張瑞芬、方品軒、林啟瑞，2014，“以本體論專利探勘技術解析全球離岸風力發電關鍵技術之智財發展趨勢”，臺灣能源期刊，第一卷，第二期，第191-211頁 (in Chinese). 34.蕭志同*、張瑞芬、鐘宛芩、張力元、歐嘉瑞、葉豐銘，2014，“溫室氣體排放與潛在環境成本效益評估模型：以TFT-LCD產業為例”，臺灣能源期刊，第一卷，第二期，第245-257頁(in Chinese). 35.Trappey, C.V., Trappey, A.J.C.*, Ma, L., Tsao, W-T., 2014, "Data driven modeling for power transformer lifespan evaluation," Journal of Systems Science and Systems Engineering, Vol. 23, No. 1, pp.80-93 (SCI). 36.Trappey, C.V., Trappey, A.J.C.*, Peng, H.-Y., Lin, L.-D., Wang, T.-M., 2014, "A knowledge centric methodology for dental implant technology assessment using ontology based patent analysis and clinical meta-analysis," Advanced Engineering Informatics, Vol. 28 (2014), pp. 153-165 (http://dx.doi.org/10.1016/j.aei.2014.03.001, SCI). Wang, Y.-H.*, Trappey, A.J.C., Trappey, C.V., 2015, "Life cycle analysis of the optical disc industry market innovation and development," Innovation: Management, Policy & Practice, Vol. 17, No. 2, pp.196-216 (SSCI). 38.Yan, W.*, Trappey, A.J.C., Huang, Y.F. 2015, "Knowledge centric service engineering for value chain management and sustainable network development," Advanced Engineering Informatics, Vol. 29, pp. iii-iv (SCI). 39.Lee, C.-H., Wang, Y.-H.*, Trappey, A.J.C., 2015, "Service design for intelligent parking based on theory of inventive problem solving and service blueprint," Advanced Engineering Informatics, Vol. 29, pp.295-306 (SCI). 40.Lee, C.-H., Wang, Y.-H.*, Trappey, A.J.C., 2015, "Ontology-based reasoning for the intelligent handling of customer complaints," Computers & Industrial Engineering, Vol. 84, pp.144-155 (SCI). 41.Trappey, A.J.C.*, Trappey, C.V., Ma, L., Chang, J.C.M., 2015, "Intelligent engineering asset management system for power transformer maintenance decision supports under various operating conditions," Computers & Industrial Engineering, Vol. 84, pp.3-11 (SCI). 42.Trappey, A.J.C., Trappey, C.V., Wang, Y.-H.*, Tung, T.C., Lee, L.C., 2015, "Comparative analysis of SLA 3D printing technology using USPTO and TIPO patent informatics," The Journal of the Chinese Society of Mechanical Engineers (SCI, Accepted). 43.Trappey, A.J.C.*, Hou, J. L., Hiekata, K., 2015, "Collective intelligence modeling, analysis, and synthesis for innovative engineering decision making," Advanced Engineering Informatics, Vol. 29, pp.757-758 (SCI). 44.Trappey, C.V., Trappey, A.J.C.*, 2015, "Collective intelligence applied to legal e-discovery: A ten-year case study of Australia franchise and trademark litigation," Advanced Engineering Informatics, Vol. 29, pp.787-798 (SCI). 45.Trappey, A.J.C.*, Trappey, C.V., Wang, Y. C., Ou, J.R., Li, S.J., 2015, "An integrated self-organizing map and analytic hierarchy process modeling approach for evaluating renewable energy policies," International Journal of Electronic Business Management, Vol. 13, No. 1, pp.3-14 (EI/ABI INFORM Global). 46.Liao, C.S.*, Huang, H.Y., Trappey, A.J.C., 2015, "Evaluating the renewable energy industry using the hidden Markov model: A case study on wind power in Taiwan," International Journal of Electronic Business Management, Vol. 13, No. 1, pp.32-44 (EI/ABI INFORM Global). 47.Trappey, A.J.C.*, Trappey, C.V., Hsu, P.T., 2016, "Modeling technology roadmaps of e-commerce payment systems based on patent informatics," International Journal of Electronic Business Management, Vol. 14, No. 1, pp.24-34 (EI/ABI INFORM Global). 48.Trappey, C.V., Trappey, A.J.C.*, Mulaomerovic, E., 2016, "Improving the global competitiveness of retailers using a cultural analysis of in-store digital innovations," The International Journal of Technology Management, Vol. 70, No. 1, pp.25-43 (SCI/SSCI). 49.Trappey, A.J.C., Trappey, C.V., Tan, H.*, Liu, H.Y., Li, S.J., Lin, L.C., 2016, "The determinants of photovoltaic system costs: an evaluation using a hierarchical learning curve model," Journal of Cleaner Production, Vol. 112, pp. 1709-1716 (SCI). 50.Trappey, C.V., Trappey, A.J.C.*, Wang, Y.-H., 2016, "Are patent trade wars impeding innovation and development?" World Patent Information, Vol. 46, pp. 64-72 (doi:10.1016/j.wpi.2016.06.004). Trappey, A.J.C.*, Trappey, C.V., Chang, S.W.C, Lee, W.T., and Hsu, T.N., 2016, "A one-stop logistic services framework supporting global supply chain collaboration," Journal of Systems Science and Systems Engineering, Vol. 25, No. 2, pp.229-253 (SCI). 52.Trappey, A.J.C.*, Shen, W.M., Cha, J.J.Z., 2016, "Special issue editorial on advances in collaborative systems engineering for product design, production and service network," Journal of Systems Science and Systems Engineering, Vol. 25, No. 2, pp.139-141 (SCI). 53.Jui, C.W.*, Trappey, A.J.C., Fu, C.C., 2016, "Method of claim-based technology analysis for strategic innovation management - Using TPP-related patents as case examples," Journal of Intellectual Property Rights, Vol 21, July 2016, pp 243-259. 54.Jui, C.W.*, Trappey, A.J.C., Fu, C.C., 2016, "Strategic analysis of innovative laser interference lithography technology using claim-based patent informatics cogent engineering," Cogent Engineering, Vol 3, 2016 (online published http://dx.doi.org/10.1080/23311916.2016.1240054). 55.Trappey, A.J.C.*, Trappey, C.V., Govindarajan, U.H., Sun, J.J., Chuang, A.C., 2016, "A review of technology standards and patent portfolios for enabling Cyber-Physical Systems (CPS) in advanced manufacturing," IEEE Access, Vol 4, pp 7356-7382 (SCI). 56.Wang, Y.-H.*, Trappey, A.J.C., Hwang, S.J., Chen, K.L., 2016, "Develop potential solution to the engineering conflicts of additive manufacturing by using the theory of solution of inventive problems (Triz) - The case of material jetting process," The Journal of the Chinese Society of Mechanical Engineers, Vol 37, No. 2, pp 85-93 (SCI). 57.Wang, Y.-H.*, Lee, C.-H., Trappey, A.J.C., 2017, "Service design blueprint approach incorporating TRIZ and service QFD for a meal ordering system: A case study" Computers & Industrial Engineering, Vol. 107, pp. 388-400 (SCI). 58.Trappey, A.J.C.*, Trappey, C.V., Chung, L.S., 2017, "IP portfolios and evolution of biomedical additive manufacturing applications," Scientometrics, Vol 111, No. 1, pp 139-157 (SCI). 59.Trappey, A.J.C.*, Trappey, C.V., Lee, K.L.C., 2017, "Tracing the evolution of biomedical 3D printing technology using ontology based patent concept analysis," Technology Analysis & Strategic Management, Vol 29, No. 4, pp 339-352 (SSCI). 60.Trappey, A.J.C.*, Trappey, C.V., Wang, T.M., Tang, M.Y.L., 2017, "Ontology-based technology function matrix for patent analysis of additive manufacturing in the dental industry," International Journal of Manufacturing Research, Vol. 12, No. 1, pp. 64-82. 61.Trappey, C.V., Trappey, A.J.C.*, Chen, L.W.L., 2017, "Computer-supported portfolio analysis and comparison using ontology-based patent classification mapping scheme: the case of mobile communication patent pools," Cluster Computing, Vol. 20, pp. 1661-1677 (SCI, https://link.springer.com/article/10.1007/s10586-016-0722-2). 62.Trappey, A.J.C. *, Trappey, C.V., Fan, C.-Y., Hsu, A.P.T., Li, X.K., Lee, I.J.Y., 2017, "IoT patent roadmap for smart logistic service provision in the context of Industry 4.0," Journal of the Chinese Institute of Engineers (JCIE), Vol 40, Issue 7, pp 593-602 (SCI, http://dx.doi.org/10.1080/02533839.2017.1362325). 63.Trappey, C.V., Trappey, A.J.C.*, 2017, "Exploring 4G patent and litigation informatics Trappey, A.J.C.*, Chang, Y.C., 2017, "A Power Transformer Fault Prognosis System Applying Integrated DGA Knowledge Base," The Journal of the Chinese Society of Mechanical Engineers, Vol 38, No. 2, pp 189-197 (SCI). 65.Trappey, A.J.C., Elgh, F., Hartmann, T., James, A., Stjepandic, J., Trappey, C.V., Wognum, N., 2017, "Advanced design, analysis, and implementation of pervasive and smart collaborative systems enabled with knowledge modelling and big data analytics" Advanced Engineering Informatics, Vol 33, pp 206-207 (SCI) 66.Trappey, A.J.C.*, Trappey, C.V., Govindarajan, U.H., Chuang, A.C., Sun, J.J., 2017, "A review of essential standards and patent landscapes for the Internet of Things: A key enabler for Industry 4.0," Advanced Engineering Informatics, Vol 33, pp 208-229 (SCI). 67.Wang, Y.-H.*, Lee, C.-H., Trappey, A.J.C., 2017, "Modularized design-oriented systematic inventive thinking approach supporting collaborative service innovations," Advanced Engineering Informatics, Vol 33, pp 300-313 (SCI). 68.Govindarajan, U.H., Trappey, A.J.C.*, Trappey, C.V., 2018, "Immersive technology for human-centric cyber physical systems in complex manufacturing processes: A comprehensive overview of the global patent profile using collective intelligence," Complexity, Vol. 2018, Article ID 4283634, https://doi.org/10.1155/2018/4283634 (SCI, Online published). 69.樊晉源*、張瑞芬，2018，“智慧製造全球政策及智財解析暨台灣工業工程相關研發契機”，管理與系統，第廿五卷，第三期，第291-319頁 70.Jui, C.W.*, Trappey, A.J.C., Fu, C.C., 2018, “Patent review on laser interference lithography technique for producing periodic nanostructure,” Recent Patents on Nanotechnology, Vol 12, Issue 3, pp 231-242 (SCI). 71.Jui, C.W.*, Trappey, A.J.C., Fu, C.C., 2018, “Discover patent landscape of two-photon polymerization technology for the production of 3D nano-structure using claim-based approach,” Recent Patents on Nanotechnology, Vol 12, Issue 3, pp 218-230 (SCI). 72.Trappey, A.J.C., Trappey, C.V., Fan, C.-Y.*, Lee, J.Y., 2018, “Consumer driven product technology function deployment using social media and patent mining,” Advanced Engineering Informatics, Vol 36, pp 120-129 (SCI). 73.Trappey, A.J.C.*, Trappey, C.V., Govindarajan, U.H., Jhuang, C.C., 2018, “Construction and validation of an ontology-based technology function matrix: Technology mining of cyber physical system patent portfolios,” World Patent Information, Vol. 55, pp. 19-24. 74.Trappey, A.J.C., Trappey, C.V., Chang, A.C.*, Li, X.K., 2019, “Deriving competitive foresight using an ontology-based patent roadmap and valuation analysis,” International Journal on Semantic Web and Information Systems (IJSWIS), Vol 15, Issue 2, pp 68-91 (SCI). 75.Lee, C. H.*, Chen, C.-H., Trappey, A.J.C., 2019, “A structural service innovation approach for designing smart product service systems: Case study of smart beauty service,” Advanced Engineering Informatics, Vol 40, pp 154-167 (SCI). 76.Trappey, A.J.C., Chen, P.J., Trappey, C.V.*, Ma, L., 2019, “A machine learning approach for solar power technology review and patent evolution analysis,” Applied Sciences, Vol 9, No. 7, Article ID 1478, https://doi.org/ 10.3390/app9071478 (SCI, Online published). 77.Trappey, C.V., Chang, A.C.*, Trappey, A.J.C., 2019, “Building an internet based knowledge ontology for trademark protection,” Journal of Global Information Management (JGIM) (SSCI, Accepted). Trappey, A.J.C., Trappey, C.V., Govindarajan, U.H.*, Sun, J.H., 2019, “Patent value analysis using deep learning models - The case of IoT technology mining for the manufacturing industry,” IEEE Transactions on Engineering Management (SCI, DOI: 10.1109/TEM.2019.2957842). 79.Govindarajan, U.H., Trappey, A.J.C.*, Trappey, C.V., 2019, “Intelligent collaborative patent mining using excessive topic generation,” Advanced Engineering Informatics, Vol 42, Article ID 100955, https:// doi.org/10.1016/j.aei.2019.100955 (SCI). 80.Yan, W., He, J.L.*, Trappey, A.J.C., 2019, “Risk-aware supply chain intelligence: AI-enabled supply chain and logistics management considering risk mitigation,” Advanced Engineering Informatics, Vol 42, Article ID 100976, https:// doi.org/10.1016/j.aei.2019.100976 (SCI). 81.Trappey, A.J.C., Trappey, C.V., Wu, J.L.*, Wang, W.C., 2020, “Intelligent compilation of patent summaries using machine learning and natural language processing techniques,” Advanced Engineering Informatics, Vol 43, Article ID 101027, https://doi.org/10.1016/j.aei.2019.101027 (SCI). 82.Chang, A.C.*, Trappey, C.V., Trappey, A.J.C., Chen, W.L., 2020, “Web mining customer perceptions to define product positions and design preferences,” International Journal on Semantic Web and Information Systems, Vol 16, Issue 2, pp 42-58 (SCI). 83.Zheng, P.*, Xu, X., Trappey, A.J.C., Zhong, Y., 2020, “Editorial notes: design innovation of smart PSS,” Advanced Engineering Informatics, Vol 44, Article ID 101069, https://doi.org/ j.aei.2020.101069 (SCI). 84.Trappey, A.J.C.*, Trappey, C.V., Chang, C.M., Govindarajan, U.H., Shih, X.Y., Su, I-A., Gupta, N., 2020, “Behavioral therapy for phobias using immersive virtual reality technology,” The Journal of the Chinese Society of Mechanical Engineers (SCI, Accepted). 85.Trappey, C.V., Trappey, A.J.C.*, Lin, C.-C., 2020, “Intelligent trademark similarity analysis of image, spelling, and phonetic features using machine learning methodologies,” Advanced Engineering Informatics (SCI, Accepted).