photo
Name San-Yih Hwang
Title Professor
Research Interests Database Systems, Text Mining, Data Mining, Workflow Management
Office 管(CM) 4071
Phone 07-5252000 #4723
Email syhwang@mis.nsysu.edu.tw


Education 1994, Ph.D., Computer Science, U. of Minnesota, Twin Cities
1988, Master, Computer Engineering, National Taiwan University
1984, Bachelor, Computer Engineering, National Taiwan University
Experience 1994-04-01 ~ 1995-07-31, ITRI, Engineer
1988-08-01 ~ 1989-08-15, Destiny Inc., Engineer
1988-06-01 ~ 1988-07-31, Academia Sinica, Assistant Researcher
Administrative Positions
2019-02-01 ~ 2022-01-31, College of Management, Dean
2016-02-01 ~ 2019-01-31, Management Studies Research Center, Director
2010-08-01 ~ 2013-07-31, Department of Information Management, Chair
1999-04-01 ~ 2003-07-31, Library, Director
Academic Services 2020-12-01 ~ , Electronic Commerce Research and Applications, Senior Editor
2020-12-01 ~ , Taiwan Association of Business Schools, Director
2019-01-01 ~ , Service Science Society of Taiwan , Executive Director
2015-07-01 ~ 2019-07-29, IEEE Computer Society's Technical Committee on Business Informatics and Systems (TCBIS), 執行委員
Category Year Title
Journal Article 2017 Hwang, SY; Wei, CP; Lee, CH; Chen, YS (2017). Coauthorship network-based literature recommendation with topic model. Online Information Review, 41(3), 318-336. (SSCI)
Journal Article 2015 B.-Y. Chen, S.-Y. Hwang (2015). Senkaku/Diaoyu Islands Dispute and Taiwan’s Netizens’ Sentiments Toward Japan and China. East Asia, 32(4), 385–399. (其他期刊)
Journal Article 2015 Hwang, SY; Hsu, CC; Lee, CH (2015). Service Selection for Web Services with Probabilistic QoS. IEEE TRANSACTIONS ON SERVICES COMPUTING, 8(8), 467-480. (SCIE)
Journal Article 2015 Lee, CH; Hwang, SY; Yen, IL; Yu, TK (2015). A service pattern model for service composition with flexible functionality. INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 13(13), 235-265. (SSCI)
Journal Article 2013 黃三益; 李建祥-學生 (2013). Reliable Web service selection in choreographed environments. DECISION SUPPORT SYSTEMS, 54(3), 1463. (SCIE)
Journal Article 2013 Yang, Wan-Shiou; 黃三益 (2013). iTravel: A recommender system in mobile peer-to-peer environment. JOURNAL OF SYSTEMS AND SOFTWARE, 86(1), 12. (SCIE)
Journal Article 2013 Yang, Wan-Shiou(1); Hwang, San-Yih(2) (2013). ITravel: A recommender system in mobile peer-to-peer environment. Journal of Systems and Software, 86(1), 12-20. (SCIE, EI)
Journal Article 2013 Hwang, San-Yih(1); Lee, Chien-Hsiang(1) (2013). Reliable Web service selection in choreographed environments. Decision Support Systems, 54(3), 1463-1476. (SCIE, EI)
Journal Article 2013 Hwang, San-Yih(1); Sung, Tung-Jung(2); Wirtz, Jochen(3) (2013). Message from program co-chairs. Proceedings - 2013 5th International Conference on Service Science and Innovation, ICSSI 2013, xi. (EI)
Journal Article 2013 Zhu, Wei(1); Zhou, Guang(1); Yen, I-Ling(1); Hwang, San-Yih(2) (2013). Toward ontology and service paradigm for enhanced carbon footprint management and labeling. Proceedings - IEEE 20th International Conference on Web Services, ICWS 2013, 292-299. (EI)
Journal Article 2012 Hwang,San-Yih(1);Yang,Wan-Shiou(2) (2012). On-tour attraction recommendation in a mobile environment. 2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012, 661-666. (EI)
Journal Article 2011 賴香菊,黃三益,梁定澎,洪新原,吳祥麟 (2011)。臺灣資訊管理學術單位學術期刊論文發表狀況。資管學報,18(3)。(TSSCI)
Journal Article 2011 Tsai,Yu-Huai(1);Hwang,San-Yih(1);Tang,Yung(1) (2011). A hybrid approach to automatic Web services discovery. Proceedings - 2011 International Joint Conference on Service Sciences, IJCSS 2011, 277-281. (EI)
Journal Article 2010 Hwang,San-Yih;Wei,Chih-Ping;Liao,Yi-Fan (2010). Coauthorship networks and academic literature recommendation. Electronic Commerce Research and Applications, 9(4), 323-334. (SSCI, EI)
Journal Article 2010 Hwang, SY; Wei, CP; Liao, YF (2010). Coauthorship networks and academic literature recommendation. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 323-334. (SSCI)
Journal Article 2010 Hwang, SY; Yang, WS; Ting, KD (2010). Automatic index construction for multimedia digital libraries. INFORMATION PROCESSING & MANAGEMENT, 295-307. (SSCI)
Journal Article 2010 Hwang,San-Yih(1);Liao,Wen-Po(1);Lee,Chien-Hsiang(1) (2010). 20104013271234Title:Web services selection in support of reliable Web service choreography. ICWS 2010 - 2010 IEEE 8th International Conference on Web Services, 115-122. (EI)
Journal Article 2010 Hwang,San-Yih(1);Lan,Ci-Wei(2) (2010). 20110813692250Title:Message from the SOAIC 2010 Workshop Chairs. Proceedings - IEEE International Conference on E-Business Engineering, ICEBE 2010, xxxiv. (EI)
Journal Article 2010 Hwang,San-Yih(1);Yang,Wan-Shiou(2);Ting,Kang-Di(1) (2010). 20101412822873Title:Automatic index construction for multimedia digital libraries. Information Processing and Management, 46(3), 295-307. (EI)
Journal Article 2009 黃勇嘉,黃三益 (2009)。行動網路專線電路之調訂路由選擇。資管學報,16(1),53-77。(TSSCI)
Journal Article 2009 Hwang,San-Yih(1);Yin,Chuan(1);Lee,Chien-Hsiang(1) (2009). Selecting web services and participants for enforcing workflow access control. Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS. (EI)
Journal Article 2009 Lee,Chien-Hsiang(1);Hwang,San-Yih(1) (2009). A model for Web services data in support of Web service composition and optimization. SERVICES 2009 - 5th 2009 World Congress on Services(PART 1), 384-391. (EI)
Journal Article 2008 Hwang, SY; Yang, WS (2008). Discovering generalized profile-association rules for the targeted advertising of new products. INFORMS JOURNAL ON COMPUTING, 34-45. (SCIE)
Journal Article 2008 Wang, Y; Lim, EP; Hwang, SY (2008). Efficient algorithms for mining maximal valid groups. VLDB JOURNAL, 515-535. (SCIE)
Journal Article 2008 Hwang, SY; Yang, WS (2008). Discovering GP-association rules for the targeted advertising of new products. INFORMS JOURNAL ON COMPUTING. (SCIE)
Journal Article 2008 Hwang,San-Yih;Lim,Ee-Peng;Lee,Chien-Hsiang;Chen,Cheng-Hung (2008). Dynamic Web service selection for reliable Web service composition. IEEE Transactions on Services Computing, 1(2), 104-116. (SCIE, EI)
Journal Article 2008 S.-Y. Hwang, E.-P. Lim, C.H. Lee, C. H. Chen (2008). Dynamic Web Service Selection for Reliable Web Service Composition. IEEE Transactions on Services Computing, 1(2), pp. 104-116. (其他期刊)
Journal Article 2008 Hwang,San-Yih;Tang,Jian;Lin,Hong-Yang (2008). A probability-based framework for dynamic resource scheduling in grid environment. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 5036 LNCS, p 59-70. (EI)
Journal Article 2007 Hwang, SY; Wang, H; Tang, J; Srivastava, J (2007). A probabilistic approach to modeling and estimating the QoS of web-services-based workflows. INFORMATION SCIENCES, 5484-5503. (SCIE)
Journal Article 2006 Yang, WS; Hwang, SY (2006). A process-mining framework for the detection of healthcare fraud and abuse. EXPERT SYSTEMS WITH APPLICATIONS. (SCIE)
Journal Article 2006 Wang, YD; Lim, EP; Hwang, SY (2006). Efficient mining of group patterns from user movement data. DATA & KNOWLEDGE ENGINEERING. (SCIE)
Journal Article 2005 Hwang, SY; Liu, YH; Chiu, JK; Lim, EP[黃三益[資管系]] (2005). Mining mobile group patterns: A trajectory-based approach. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 68, 880-885. (SCIE)
Journal Article 2004 Hwang, SY; Chuang, SM (2004). Combining article content and Web usage for literature recommendation in digital libraries. ONLINE INFORMATION REVIEW, 28, 260-272. (SSCI)
Journal Article 2004 Hwang, SY; Tang, H (2004). Consulting past exceptions to facilitate workflow exception handling. DECISION SUPPORT SYSTEMS, 37, 49-69. (SCIE)
Journal Article 2004 Hwang, SY; Wei, CP; Yang, WS (2004). Discovery of temporal patterns from process instances. COMPUTERS IN INDUSTRY, 53, 345-364. (SCIE)
Journal Article 2004 Wang, YD; Lim, EP; Hwang, SY[312,黃三益,資管系] (2004). Efficient group pattern mining using data summarization. DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, 2973, 895-907. (SCIE)
Journal Article 2004 Hwang, SY; Wang, HJ; Srivastava, J; Paul, RA[黃三益[資管系]] (2004). A probabilistic QoS model and computation framework for web services-based workflows. CONCEPTUAL MODELING - ER 2004, PROCEEDINGS, 3288, 596-609. (SCIE)
Journal Article 2003 Hwang, SY; Hsiung, WC; Yang, WS[312,資管系,黃三益] (2003). A prototype WWW literature recommendation system for digital libraries. ONLINE INFORMATION REVIEW, 27, 169-182. (SCIE)
Journal Article 2003 Hwang, SY; Chen, YF[312,資管系,黃三益] (2003). Personal workflows: Modeling and management. MOBILE DATA MANAGEMENT, PROCEEDINGS, 2574, 141-152. (SCIE)
Journal Article 2003 Wang, YD; Lim, EP; Hwang, SY[312,資管系,黃三益] (2003). On mining group patterns of mobile users. DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2736, 287-296. (SCIE)
Journal Article 2003 Nicholson, S; Hwang, SY; Keezer, P; O'Neill, ET[黃三益[資管系]] (2003). The bibliomining process: Data warehousing and data mining for libraries. ASIST 2003: PROCEEDINGS OF THE 66TH ASIST ANNUAL MEETING, VOL 40, 2003, 127, 14576-14577. (SCIE)
Journal Article 2002 Hwang, SY; Yang, WS (2002). On the discovery of process models from their instances. DECISION SUPPORT SYSTEMS, 34, 41-57. (SCIE)
Journal Article 2002 黃三益, 賴香菊, 梁定澎, 孫培真 (2002)。台灣資訊管理學術單位在學術期刊上的發表狀況之研究。資訊管理學報。(TSSCI)
Journal Article 2002 Hwang, SY; Lim, EP[312,資管系,黃三益] (2002). A data mining approach to new library book recommendations. DIGITAL LIBRARIES: PEOPLE, KNOWLEDGE, AND TECHNOLOGY, PROCEEDINGS, 2555, 229-240. (SCIE)
Journal Article 2000 Hwang, SY (2000). On optimistic methods for mobile transactions. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 16, 535-554. (SCIE)
Journal Article 1999 Hwang, SY; Chiu, JK[312,資管系,黃三益] (1999). Toward optimal replication for hierarchical location management in wireless systems. ADVANCES IN DATABASE TECHNOLOGIES, 1552, 278-289. (SCIE)
Journal Article 1998 Tang, J; Hwang, SY[312,資管系,黃三益] (1998). A scheme to specify and implement ad-hoc recovery in workflow systems. ADVANCES IN DATABASE TECHNOLOGY - EDBT'98, 1377, 484-498. (SCIE)
Conference Paper 2019 C.H. Chang, M.-L. Wu, S.-Y. Hwang (2019). An Approach to Cross-lingual Sentiment Lexicon Construction. IEEE Big Data Congress 2019, Italy.
Conference Paper 2019 W. Zeng, S. Zhang, I-L. Yen, F. B. Bastani, S.-Y. Hwang (2019). Monitoring Data Management Services on the Edge Using Enhanced TSDBs. Proc. Of International Conference on Service Oriented Computing and Applications (SOCA2019), Taiwan.
Conference Paper 2018 C.-H. Chang, S.-Y. Hwang and T.-H. Xui (2018). Incorporating Word Embedding into Cross-lingual Topic Modeling. IEEE BigData Congress 2018, United States.
Conference Paper 2018 C. Lai, P. Lo, S.-Y. Hwang, C.-P. Wei (2018). On the Patent Claim Eligibility Prediction Using Text Mining Techniques. Proc. Of Hawaii International Conference on System Sciences (HICSS-51), United States.
Conference Paper 2017 C. Lai, P. Lo, S.-Y. Hwang (2017). Incorporating Comment Text into Success Prediction of Crowdfunding Campaign. Proc. Of International Pacific Asia Conference on Information Systems (PACIS2017), Malaysia.
Conference Paper 2017 Y.-S. Chang, G. Zhou, W. Zhu, S-Y. Hwang, I.-L. Yen (2017). A Model for Carbon Footprint Labeling of Manufacturing Processes. The 5th International Conference on Serviceology (ICServ2017), Austria.
Conference Paper 2017 I.-L. Yen, W. Zhu, G. Zhou, F. Bastani, S.-Y. Hwang, (2017). From Software Services to IoT Services: The Modeling Perspective. The 5th International Conference on Serviceology (ICServ2017), Austria.
Conference Paper 2017 S.-C. Huang, S.-Y. Hwang, S.-L. Chang, Y. Kang (2017). Forecasting Company Revenue Trend Using Financial News. Proc. Of International Pacific Asia Conference on Information Systems (PACIS2017), Malaysia.
Conference Paper 2016 S.-Y. Hwang, H.-Y. Sung (2016). Toward an Integrated Framework for Service Design: Converting Service Blueprints to BPMN processes. The 4th International Conference on Serviceology (ICServ2016), Japan.
Conference Paper 2016 W.-L. Hsieh, S.-Y. Hwang, S.-C. Huang, S.-L. Chang (2016). Predicting Company Revenue Trend Using Financial News. Proc. Of International Pacific Asia Conference on Information Systems (PACIS2016), Malaysia.
Conference Paper 2015 I.-L. Chen, S. Chang, S.-Y. Hwang, K.S. Hsieh (2015). The Research on the Detection of Noteworthy Symptom Descriptions. Proc. Of International Pacific Asia Conference on Information Systems (PACIS2015), .
Conference Paper 2015 I.-L. Yen, W. Zhu, G. Zhou, F. Bastani, S.-Y. Hwang (2015). A Smart Physical World Based on Service Technologies, Big Data, and Game-Based Crowd Sourcing. Proc. of IEEE 2015 International Conference on Web Services (ICWS2015), .
Conference Paper 2015 W. Zhu, G. Zhou, I.-L. Yen, S.-Y. Hwang (2015). A CFL-Ontology Model for Carbon Footprint Reasoning. 2015 IEEE International Conference on Semantic Computing (ICSC 2015), .
Conference Paper 2015 Keng-Pei Lin, Chia-Yu Lai, Po-Cheng Chen, San-Yih Hwang (2015). Personalized Hotel Recommendation Using Text Mining and Mobile Browsing Tracking. Proc. Of The 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC2015), .
Conference Paper 2014 S.-Y. Hwang, C.-Y. Lai, J.-J. Jiang, S. Chang (2014). The Identification of Noteworthy Hotel Reviews for Hotel Management. Proc. Of International Pacific Asia Conference on Information Systems (PACIS2014), .
Conference Paper 2012 S.-Y. Hwang, Y.-H. Hsieh, C.-H. Lee (2012). Data Providing Web Service Selection Using Bayesian Network. Proc. Of IEEE International Conference on e-Business Engineering, .
Conference Paper 2012 C.-H. Lee, S.-Y. Hwang, T.-K. Yu, I-Ling Yen (2012). A Service Pattern Model for Flexible Service Composition. Proc. Of IEEE 19th International Conference on Web Services (ICWS2012), .
Conference Paper 2012 S.-Y. Hwang, W.-S. Yang (2012). On-tour Attraction Recommendation in a Mobile Environment. Proc. Of the 8th International Workshop on Mobile Peer-to-Peer Computing (MP2P 2012), .
Conference Paper 2012 W.-S. Yang, S.-Y. Hwang (2012). Facilitating Information Sharing and Social Interaction in Mobile Peer-to-Peer Environment. Proc. Of the 8th IEEE International Workshop on PervasivE Learning, Life, and Leisure, associated with IEEE International Conference on Pervasive Computing (PerCom2012), .
Conference Paper 2011 S.-Y. Hwang, W.-F. Hsieh, C.-H. Lee (2011). Verifying Web Services in a Choreography Environment. International Conference on Service Oriented Computing and Applications (SOCA2011, .
Conference Paper 2011 Y.-H. Tsai, S.-Y. Hwang, Y. Tang (2011). A Hybrid Approach to Automatic Web Services Discover. International Joint Conference on Service Sciences (IJCSS), .
Conference Paper 2011 W. She, I., Yen, B. Thuraisingham, S.-Y. Hwang (2011). Rule-based Run-Time Information Flow Control in Service Cloud. IEEE 2011 International Conference on Web Services (ICWS2011), .
Conference Paper 2010 S.-Y. Hwang, C.-P. Wei, Y.-C. Hung, Y. tang (2010). Combining Coauthorship Network and Content for Literature Recommendation. Proc. Of Pacific-Asia Conference on Information Systems (PACIS2010), .
Conference Paper 2010 S.-Y. Hwang, W.-P. Liao, C.-H. Lee (2010). Web Services Selection in Support of Reliable Web Service Choreography. Proc. of IEEE 2010 International Conference on Web Services (ICWS2010), .
Conference Paper 2009 S.-Y. Hwang, Y.-C. Chen, Y. Tang (2009). Web Services and Role Selection in Support of Separation of Duties and Binding of Duties for Composable Process Execution. Proc. of International Conference on Service Oriented Computing and Applications (SOCA2009), .
Conference Paper 2009 S.-Y. Hwang, L.-S. Chen (2009). Using Trust for Collaborative Filtering in eCommerce. Proc. of International Conference on Electronic Commerce (ICEC2009), .
Conference Paper 2009 C. -H. Lee, S.-Y. Hwang (2009). A Model for Web Services Data in Support of Web Service Composition and Optimization. Proc. of International Workshop on Web Services Performance (WSP 2009), associated with ICWS2009, .
Conference Paper 2009 S.-Y. Hwang, C. Ying, C.-H. Lee (2009). Selecting Web Services and Participants for Enforcing Workflow Access Control. Proc. of Hawaii International Conference on System Sciences (HICSS-42), .
Conference Paper 2008 S.-Y. Hwang, J. Tang, H.-Y. Lin (2008). A Probability-Based Framework for Dynamic Resource Scheduling in Grid Environment. Proc. of 3rd Int. Conf. on Advances in Grid and Pervasive Computing (GPC2008), .
Conference Paper 2008 S.-Y. Hwang, P.-Y. Liu, C.-H. Lee (2008). Using Resampling for Optimizing Continuous Queries in Wireless Sensor Networks. Proc. of 8th International Conf. on Intelligent System Design and Applications (ISDA2008), .
Conference Paper 2008 S.-Y. Hwang, C. M. Lee, Chien-Hsiang Lee (2008). Discovering Moving Clusters from Spatial-Temporal Databases. Proc. of 8th International Conf. on Intelligent System Design and Applications (ISDA2008), .
Conference Paper 2007 S.-Y. Hwang, E.-P. Lim, C.-H. Lee, C.-H. Chen (2007). On Composing a Reliable Composite Web Service: A Study of Dynamic Web Service Selection. Proc. of IEEE 2007 International Conference on Web Services (ICWS2007), .
Conference Paper 2006 H. Liu, S.-Y. Hwang, J. Srivastava (2006). PSRA: A Data Model for Managing Data in Sensor Networks. Proc. of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006), .
Conference Paper 2005 S.Maine, J. Srivastava, S.Y. Hwang (2005). Estimating Missed Actual Positives Using Independent Classifiers. ACM International Conference on SIG Knowledge Discovery and Data Mining, .
Conference Paper 2005 S.Y. Hwang, Y.H. Liu, J.K. Chiu, E.P. Lim (2005). Mining Mobile Group patterns: A Trajectory-based Approach. The 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, .
Conference Paper 2005 W.S. Yang, S.Y. Hwang, J. Srivastava (2005). Electing Structural patterns for Classifications. Hawii international Conference on Systems Sciences, .
Conference Paper 2004 S. Maine, J. Srivatave, SY Hwang (2004). Estimation of False Negatives to Predict the Accuracy of a Classifier. IEEE International Conference on Data Mining, .
Conference Paper 2004 SY Hwang, H Wang, J. Srivastava (2004). A Probabilistic Qos Model and Computation Framework for Web Services-Based Workflows. the 23th International Conference on Conceptual Modeling, .
Conference Paper 2004 Y Wong, EP Lim, SY Hwang (2004). On Mining Group Patterns of Mobile Users. the 14th Int'l . Conf. on Database and Expert Systems Applications, .
Conference Paper 2004 (2004). . the 9th International Conference on Database Systmes for Advanced Application, .
Conference Paper 2004 Y Wang, EP Lim, SY Hwang (2004). Efficient Group Pattern Mining Using Data Summarization. the 9th International Conference on Database Systmes for Advanced Application, 中華民國.
Conference Paper 2003 SY Hwang, YF Chen (2003). Personal Workflows: Models and Management. the 4th Int'l Conf. on Mobile Data Management, .
Conference Paper 1970 (1970). . IEEE International Conference on Data Mining, .
Conference Paper 1970 (1970). . the 23th International Conference on Conceptual Modeling, .
Conference Paper 1970 (1970). . the 14th Int'l . Conf. on Database and Expert Systems Applications, .
Conference Paper 1970 (1970). . IEEE International Conference on Data Mining, 中華民國.
Conference Paper 1970 (1970). . the 23th International Conference on Conceptual Modeling, 中華民國.
Conference Paper 1970 (1970). . the 14th Int'l . Conf. on Database and Expert Systems Applications, 中華民國.
Book and Chapter 2020

Lab Website (2020). Co-Creating Future of Artificial Intelligence of Things (AIoT) Through Ecosystem Partnership: A Case Study of Advantech Co.. Shih-Chieh Jack Hsu, Hui-Mei Hsu, San-Yih Hwang Business Innovation with New ICT in the Asia-Pacific: Case Studies (111-132) . Springer

Book and Chapter 2018

Lab Website (2018). 資料庫的核心理論與實務:. 東華書局

Book and Chapter 2009

Lab Website (2009). Analytical Customer Relationship Management. J. Srivastava, J. A. Vayghan, E.-P. Lim, S.-Y. Hwang, J.-H. Wang Wiley Encyclopedia of Computer Science and Engineering (-) . John Willey & Sons

Book and Chapter 2005

Lab Website (2005). Implementation of Next Generation Digital Library. E.-P. Lim, S.-Y. Hwang Design and Usability of Digital Libraries: Case Studies in the Asia Pacific () . Information Science Publishing, Idea Group Inc.,

Book and Chapter 2002

Lab Website (2002). 第十二章工作流程. 電子商務:理論與實務 () . 華泰文化

Book and Chapter 2002

Lab Website (2002). :工作流程. 華泰書局

Online-teaching 2018

Lab Website (2018) 資料庫系統

Year Title
2021

110年度智慧創新跨域人才培育聯盟計畫─智慧創新人才培育示範學校計畫(A類). 教育部

2020

109年度智慧創新跨域人才培育聯盟計畫─智慧創新人才培育示範學校計畫(A類). 教育部

2020

基於設備文字履歷探勘技術之設備故障成因分析技術建立. 中國鋼鐵股份有限公司 (N109186)

2020

以大數據解析碳材料發展、市場趨勢及應用. 中鋼碳素化學股份有限公司 研究發展處 (N109032)

2020

A Research on Cross-Lingual Temporal Topic Modeling. Ministry of Science and Techonology (109-2410-H-110-037-MY3)

2020

108-2數位人文社會科學教學創新計畫-數位技術與政治文本分析教學創新計畫-社群媒體分析. 政府部門

2019

自動設備履歷探勘. 中國鋼鐵股份有限公司 (N108195)

2019

107-2數位人文社會科學教學創新計畫-數位技術與政治文本分析教學創新計畫—社群媒體分析. 政府部門

2019

108年度智慧創新跨域人才培育聯盟計畫─智慧創新人才培育示範學校計畫(A類). 政府部門

2019

全球離岸風電暨水產加工及養殖產業與技術發展趨勢分析. 財團法人金屬工業研究發展中心產業研究組 (N108065)

2019

我國生鮮電商市場商情監控自動化分析—以即食品為例. 鮮速冷鏈科技股份有限公司 (N108098)

2019

泰國電商平台爬蟲數據分析. 連科通訊股份有限公司 (N108138)

2018

大數據應用分析諮詢服務. 社團法人中華民國管理科學學會 (N107013)

2018

海外台灣茶網路輿情分析委託研究計畫. 永亨國際網購股份有限公司 (N107180)

2018

科學文獻資料分析. 智泉國際事業股份有限公司 (N107154)

2017

Social Media Analysis. Ministry of Science and Technology (106-2410-H-110-017-MY3)

2017

2017刈包與筒仔米糕特色發掘驗證計畫(總計畫). 社團法人台灣服務科學學會 (N106180.1)

2016

ASE Social Listening for Global. 日月光半導體製造股份有限公司 (N105100)

2016

台灣特色發掘架構範例(承「老高雄新探索-文史觀光路線發展產學合作計畫」)總計畫「台灣特色發掘架構範例」. 財團法人看見台灣基金會 (N105098-1)

2015

使用者情境演變下的互動式推薦系統之設計與研究. MOST (104-2410-H-110-039-MY2)

2015

日月光輿情分析與監督技術之研發. 日月光半導體製造股份有限公司 (N104053)

2015

「老高雄新探索」-文史觀光路線發展產學合作總計畫. 財團法人溫世仁文教基金會 (N104069-1)

2014

奠基於機率性服務品質的服務推薦與選擇之研究. MOST (103-2410-H-110-020-)

2013

服務導向架構下網路服務組合之彈性和調適性之研究. MOST (101-2410-H-110-015-MY2)

2012

一個整合性博碩士論文查詢系統的OAI PMH 2.0介面之設計與實作. MOST (NSC101-2622-H-110-002-CC3)

2012

服務導向架構下網路服務組合之彈性和調適性之研究. MOST (NSC101-2410-H-110-015-MY2)

2012

失語症溝通輔助系統之設計與實作. MOST (101-2815-C-110-022-H)

2011

Choreography環境下驗證流程和選擇網路服務之研究. MOST (NSC99-2410-H-110-033-MY2)

2011

行動電子學習秘書. MOST (100-2815-C-110-026-E)

2010

位置感知的Web 2.0行事曆系統 The Design and Implementation of a Location-aware Web 2.0 Calendar System. MOST (99-2815-C-110-013-H)

2009

知識管理之尖端研究─子計畫十:以知識為基礎的推薦(4/4). MOST (NSC98-2752-H-110-005-PAE)

2009

Web2.0線上動態問卷系統研究計劃. MOST (98-2815-C-110-025-E)

2008

知識管理之尖端研究-子計畫十:以知識為基礎的推薦(3/4). MOST (NSC97-2752-H-110-005-PAE)

2008

線上音樂創作平台. MOST (97-2815-C-110 -038 -E)

2007

知識管理之尖端研究-子計畫十:以知識為基礎的推薦(2/4). MOST (NSC96-2752-H-110-005-PAE)

2006

知識管理之尖端研究-子計畫十:以知識為基礎的推薦(1/4). MOST (NSC95-2752-H-110-005-PAE)

2006

分散式學位論文共建共享系統(eThesys)進階功能開發之研究. 華藝數位藝術股份有限公司 (95035)

2005

考量時間曆和不確定性的移動群體型態之探勘. MOST (NSC94-2213-E-110-029)

2005

OAI PMH2.0實作於eTHESYS學位論文系統. MOST (NSC94-2218-E-110-010)

2005

Web Service為基礎的跨組織工作流程管理系統. MOST (94-2815-C-110 -029 -E)

2004

文獻資料庫主題目錄自動建置之設計與實作. MOST (NSC93-2622-E-110-013-CC3)

2004

群體移動型態的探勘. MOST (NSC93-2213-E-110-028)

2003

文獻資料庫自動推薦服務之設計與實作. MOST (NSC92-2622-E-110-016-CC3)

2003

92A10591分散式學位論文供建共享進階系統設計與實作二. 國家圖書館 (1406)

2002

智慧型文獻資料庫暨電子期刊管理系統之設計與實作. MOST (NSC91-2413-H-110-004-CC3)

2002

位置衍生之服務與應用技術-子計畫三:位置認知下背景關聯規則之探勘(I). MOST (NSC91-2219-E-110-003)

1998

82026企業流程監督與分析元件之研究與實作. 財團法人資訊工業策進會 (605)

1997

7V-009分散式工作流程系統架構分析設計與可行性研究. 資訊工業策進會 (470)

Year Semester Required / Selected Department Course Code Course
109 2 Selected College of Management CM505 BUSINESS BIG DATA ANALYTICS CAPSTONE
109 2 Required EMBA EMBA907A INFORMATION TECHNOLOGY AND COMPETITIVE ADVANTAGE
109 2 Selected Department of Information Management MIS581 SOCIAL MEDIA ANALYSIS
109 2 Required Department of Information Management MIS946 SOCIAL MEDIA ANALYSIS
109 2 Required Si Wan College GEAE2429 INTRODUCTION TO ARTIFICIAL INTELLIGENCE
109 1 Required EMBA EMBA922B WEB TECHNOLOGY STRATEGY APPLICATION
109 1 Selected Department of Information Management MIS512 DATA BASE MANAGEMENT AND SYSTEMS
109 1 Selected College of Management CM405 CORPORATE COMMUNICATION AND SOCIAL RESPONSIBILITY
109 1 Required Si Wan College GEAE2429 INTRODUCTION TO ARTIFICIAL INTELLIGENCE
108 3 Selected Department of Information Management MIS962 SEMINAR(II)
108 2 Selected Department of Information Management MIS581 SOCIAL MEDIA ANALYSIS
108 2 Selected College of Management CM505 BUSINESS BIG DATA ANALYTICS CAPSTONE
108 1 Required Department of Information Management MIS961 SEMINAR IN MIS (I)
108 1 Selected Department of Information Management MIS512 DATA BASE MANAGEMENT AND SYSTEMS
108 1 Selected College of Management CM405 CORPORATE COMMUNICATION AND SOCIAL RESPONSIBILITY
107 3 Selected Department of Information Management MIS962 SEMINAR(II)
107 2 Selected Department of Information Management MIS581 SOCIAL MEDIA ANALYSIS
107 2 Selected Department of Information Management MIS613 WORKFLOW MANAGEMENT
107 2 Selected Department of Information Management MIS990 SOCIAL MEDIA ANALYSIS
107 1 Required Department of Information Management MIS961 SEMINAR IN MIS (I)
107 1 Required Department of Information Management MIS101 BASIC COMPUTER CONCEPTS
107 1 Selected Department of Information Management MIS512 DATA BASE MANAGEMENT AND SYSTEMS
107 1 Selected Department of Information Management MIS131 INTRODUCTION TO COMPUTER SCIENCE PRACTICE
Year Name Degree Title
2019 LinChing-Yi Master The Relationship between Online Review Content and Perceived Usefulness―Yelp Reviews in Food Industries
2019 ChangYing-Ying Master Describing the Experience in Foreign Boutique Hostels by Applying Text Analysis on Online Reviews
2019 ChangChia-Ming Master A Research on Cross-language Plagiarism Detection
2019 TsengKun-Sheng Master The Implication of Internet of Things (IOT) on the Business Model of Taiwan’s OEMs: A Case of the Air Purification Filter Industry
2019 ChenYun-Hui Master Applying Topic Model for Cross-lingual Patent Retrieval and Trend Analysis
2019 Li Le-Yun Master A supportive framework for chatbot construction
2019 WuPei-Jen Master A Study on the Impact of COVID-19 on Travel Agencies in Taiwan and their Response
2019 KuoHung-Wei Master Study on the Crucial Factors that Affect Office Space Location Selection for Shared Office Provide
2019 ShaoShih-Wei Master A Study on Agricultural Management of Natural Disasters - A Case of Taiwan Fruit Industry
2018 陳震宇 Master Using Smart Diagnostic Technology to Monitor Operations of Critical Equipments in Refinery
2018 LiouYu-Ming Master A Deep Learning Approach for Online Guitar Chord Tabs Retrieval
2018 WUMING-LUN Master A Framework to Cross-lingual Sentiment Lexicon Construction
2018 ChinChung-Chieh Master The research on designing text mining workflow platform
2017 Pei-Yi Ho Master The Research of Customer Relationship Management System Business Model and Strategies-A Case Study of N Company
2017 Chia-Yu Lai Ph.D The Prediction of Software Patent Claim Eligibility and Patent Value using Text-mining Techniques
2017 Hong-I Lu Master The Study on the Adoption of Big Data Technology for Distributor to Enhance B2B competitiveness
2017 Yung-Cheng Hsu Master Using Decision Tree Algorithm for the Detection and Decision Rule Construction of Defect on Dispensing Process
2017 Wei-ju Tu Master The Study of the Repurchase Intention of Cloud Virtual Machine’s Leasing Service for IaaS Cloud Provider
2017 Tou-Hsiang Hsu Master A Research On Cross-Lingual Topic Analysis
2017 Cheng-Chieh Lee Master The Research of Social Listening Technology Applied in Enterprise Emergency Reaction.
2017 Seng-Choon Kuah Master On the Construction of a Text Mining Workflow System
2017 Chia-Chen Chang Master The Research of Constructing Domain-Specific Chinese Sentiment Lexicon
2017 Shu-Fen Hsieh Master An Analysis of Current Usage States & Business Model of New PC Game and Game Streaming Platforms:Case Studies of Steam and Twitch
2017 Bing-Hung Lin Master An Integrated Framework for Identifying Entities Topics and Sentiment from Text
2017 Chun-Chao Yu Master The Research on the Competitive Advantages and Management Strategies of Health Leisure Industry in Small and Medium-sized Gymnasiums-A Case Study of Anytime Fitness Club
2016 Yang Lin Master NFC Market expansion -A Case Study of NXP Corporation
2016 Yen-chun Lin Master The Research on the Prediction of Enterprise Customer Churn on Voice Services
2016 Shiou-Wen Hwang Master The Research on the Management of Process for Granting Yuan-Ye Awards
2015 Chen-Jung Sung Master A Study of Patient-Reported Satisfaction Toward the Services of Primary Clinics-Using Orthopedic Patients as Examples
2015 Cheng-Hao Lin Master The Study of Innovative Business Model in Security Prodact Development
2015 Shih-heng Hung Master The Feasibility study of Applying the Automatic Virtual Metrology system in a process of Cover Layer Manufacturing.
2015 Hong-i Lu Master Design and Implementation of an Online Part-Time Job Mediation System Based on Shared Economy Concept
2015 Che-shao Kuo Master Applying Six Sigma on Reducing Stocks of Finished Products – A Case study on a Powder Coating Resin Company
2015 Jung-ho Chung Master A Study of Influential Factors to Purchase Residential Buildings for Senior Citizens
2015 Yu-rong Chen Master Effectively Aggregating Big Data for Visualization
2015 Yi-Han Lin Master Competitor Mining Using Customer Reviews
2015 Pei-chi Lo Master Quality Analysis of User Reviews Using Discourse Structure
2015 Chia-Hsuan Chang Master A Study on Measuring Online Guitar Chord Tabs
2015 Chun-Chi Kuo Master Research on Detecting Emerging Events From News Data
2015 Zhi-hua Chien Master Using Contextual Multi-Armed Bandit Algorithms for Recommending Investment in Stock Market
2015 Yu-Shan Chang Master An Ontology-based Carbon Footprint Model for Manufacturing Processes
2015 Hsin-Ying Sung Master The Design and Implementation of A Service Blueprint Tool and its Conversion to BPMN
2015 Hsin-Ching Huang Master Time Series forecast of Company Revenue Trend Using Financial News
2015 Po-Chang Chen Master Using Mobile App For Personalized Hotel Recommendation
2015 陳鈺翎 Master 偵測值得注意的病症描述之研究
2014 Ping-shun Wu Master A Lexicon-Based Sentiment Analysis Method on Cloud Platform
2014 Cang-Yi Wu Master A study on Employee Welfare, Organizational Commitment and Job Satisfaction of Field Workers in Construction Industry
2014 Chia-Che Chiang Master Use Text Mining Techniques to Identify Noteworthy Hotel Reviews from Travel Forums
2014 Chien-Ching Hsu Master The Research on Service Selection for Web Services with Probabilistic QoS
2014 Mao-Jung Tsai Master Predicting Product Yield of Flexible Copper Clad Laminate Using Data Mining Approach
2014 Yi-shih Su Master Predicting the Growth of the Computer System Resources- Using Company DSC as an Example
2014 Wei-Lin Hsieh Master Predicting Company Revenue Trend Using Financial News
2013 Ming-Tai Chang Master Using Group Mining in Search of Social network for Problematic Devices in Campus
2013 Jih-Pin Li Master Explore Internet Users in Taiwan Neighbors Emotion
2013 Pei-An Lin Master Quantitative Research In The Electronics Industry Sales Forecasts- A Case Study for Flexible Copper Clad Laminate Sales Forecast
2013 Hsin-Teng Chien Master A Study of using text mining techniques for brand loyalty extraction - Using the smartphone as an example
2013 Kuang-Ting Cheng Master A Study on Equipment and Route Planning of Remote Fiber Test Systems
2013 Tai Hua Chen Master COMPARISON AND RECOMMENDATION OF PROGRAM CURRICULUM FOR MASTER OF SCIENCE IN DATA ANALYTICS
2013 Yu-Siang Chen Master Integrating Topic Model into Co-authorship Network for Recommending Academic Literature
2013 Guan-Lin Hwang Master A Web Services Selection Method based on the QoS Probability Distribution
2013 Bo-Chih Liu Master A Framework for Discovering Opinions on Issues From User Generated Content: Using Cross-Strait Agreement on Trade in Services as an Example
2013 Feng-Cheng Shieh Master Using CRM Data for Customer Loyalty Prediction – A Case Study in Electrical & Electronic Industry
2012 You-sheng Shiu Master Speech Recognition for Aphasia Treatment Based on OpenEars
2012 Ming-Shiun Lin Master The Research of Quality Prediction Model for Touch Panel Manufacturing
2012 Wei-Lun Hsu Master A WS-BPEL Execution Environment Supporting Dynamic and Heterogeneous Web Services Binding
2012 Hsi-hsun Huang Master Data Warehouse Construction in Support of Order Dispatch Decisions—Using Synthetic Leather Industry As an Example
2011 Chien-Hsiang Lee Ph.D A Web Service Composition Model in Support of Flexible Service Composition and Data Integration
2011 Chung-yang Hung Master An Approach to eBook Topics Trend Discovery Based on LDA and Usage Log
2011 Ai-Lin Tsai Master Using Bayesian Network for Web Service Selection to Optimize Composition Execution Outcome
2011 I-Hsuan Hsieh Master Web Service Composition and Selection Using Query Rewriting and Bayesian Network
2011 Tao-Kang Yu Master Evaluation of Service Composition Methods: Using Government Lands Integrated System as an example
2011 Wei-ting Kuo Master A π-calculus Based Approach for Web Services Composition in Choreography Environment
2011 Po-ling Chen Master Recommending Travel Threads Based on Information Need Model
2011 Po-Yuan Chen Master The System Design and Implementation to Support Dynamic Web Services Selection
2010 Wen-Fan Hsieh Master Verification of Web Services in Support of Choreography
2010 Yu-Huai Tsai Master A Semantic-based Approach to Web Services Discovery
2010 Yung-Lin Hsiao Master On Travel Article Classification Based on Consumer Information Search Process Model
2009 Yu-Shu Jang Master Using JESS for Enforcing Separation of Duties and Binding of Duties in a Web Services-based Workflow
2009 Guan-Ru Chen Master Tourist Attractions Recommendation on Asynchronous Information Sharing in a Mobile Environment
2009 Chien-Hung Chen Master Using Trust for Recommendation by Differentiating Users and Products
2009 Valdes-Matta Alfredo-Ecuador Master Understanding the user intention for mobile services in Guatemala
2008 Heng-Tsung Yu Master A Study on Relationship between Metropolitan Population and Airport Yearly Enplanement-Based on the Airports in the Mainland of the United States
2008 Ping-Te Wu Master The Research on Factory Building and Information System Implementation in Mainland China by Taiwan Stainless Steel Industry
2008 Wen-Po Liao Master Choreographing Web Services in Support of Reliable Composite Web Service Execution
2008 Kuan-hsien Chen Master Using Text mining Techniques for automatically classifying Public Opinion Documents
2008 Ling-chao Weng Master On Recommending Tourist Attractions in a Mobile P2P Environment
2008 Yun-Chih Chen Master On Specifying and Enforcing Access Control of Web Services Based Workflows
2007 Shih-Yung Li Master A Probability-based Framework for Dynamic Resource Scheduling in Data-Intensive Grid Environment
2007 Lung-Shian Chen Master Employing Trust Network for Recommendation in e-Commerce
2007 Chuan Yin Master Enforcing Access Control of Web Services Based Workflows
2007 Yu-chin Huang Master Combining Social Networks and Content for Recommendation in a Literature Digital Library
2006 Pin-yu Liu Master Using Resampling to Optimizing Continuous Queries in Wireless Sensor Networks
2006 Chien-Ming Lee Master Discovering Moving Clusters from Spatial-Temporal Databases
2006 Hung-yang Lin Master A Probability-based Framework for Dynamic Resource Scheduling in Grid Environment
2006 Cheng-Hung Chen Master The Study of Dynamic Web Service Selection Based on Reliability
2006 Yung-chia Huang Master Route Assignment for Distributed Leased Lines in Mobile Cellular Network
2006 Mei-Chi Wu Master Critical Success Factors of Implementing e-Purcurement in Chemical Industries
2006 Feng-Wen An Master Data Prefetching in Thin-Client/Server Computing over Wide Area Network
2006 Wan-Shiou Yang Ph.D A Process Pattern Mining Framework for the Detection of Health Care Fraud and Abuse
2006 Jiun-Kai Tu Master Personal Workflow Systems in Support of Inter-process Integration
2006 Shih-Min Chuang Master Combining Content-based and Collaborative Article Recommendation in Literature Digital Libraries
2006 Chien-Ting Lu Master A research on constructing data warehouse in support of order procurement for steel industry
2005 Yi-fan Liao Master Employing Social Networks for Recommendation in a Literature Digital Library
2005 Chun-jung Tseng Master Using Decision Rules to Identify the Customer Features– A Case Study of Hotel Customers in Kaohsiung City, Taiwan
2005 Chung-Han Lee Master The Discovery of Calendar-Based Mobile Group Patterns in Spatial-Temporal Databases
2005 Tzu-yen Hung Master The Use of Kalman Filter in Handling Imprecise and Missing Data for Mobile Group Mining
2005 Jung-shuo Pai Master A Probability-based Approach to Web services Selection
2005 Chih-chieh Chan Master Automatic Web Service Selection for FSM-based composite Web Services
2004 Yu-ping Chou Master The Discovery of Calendar-Based Mobile Groups
2004 Chih-Chi Chen Master Mining Mobile Groups from Uncertain Location Databases
2004 Lin-Ya Chen Master The use of Petri Nets to Personal process modeling and verification
2003 Kang-Di Ting Master Clustering Articles in a Literature Digital Library Based on Content and Usage
2003 Ying-Han Liu Master Mining Mobile Group Patterns: A Trajectory-based Approach
2003 Chai-wen Tsai Master Targeted Advertising Based on GP-association rules
2003 Kao Pin Master Constraints and QoS Management of Personal Process
2003 Chin-Ming Huang Master Mining Mobile Group Patterns Using Trajectory Approximation
2002 楊婉秀 Ph.D 流程萃取以偵測醫療詐欺及濫用之研究
2002 賴雨廷 Master 利用資料探勘技術應用於圖書館新書推薦之研究
2002 Mei-Chi Wu Master Critical Success Factors of Implementing e-Purcurement in Chemical Industries
2002 Feng-Wen An Master Data Prefetching in Thin-Client/Server Computing over Wide Area Network
2002 Wan-Shiou Yang Ph.D A Process Pattern Mining Framework for the Detection of Health Care Fraud and Abuse
2002 Jiun-Kai Tu Master Personal Workflow Systems in Support of Inter-process Integration
2002 Shih-Min Chuang Master Combining Content-based and Collaborative Article Recommendation in Literature Digital Libraries
2002 Yu-Ting Lai Master A Data Mining Approach to New Library-Book Recommendations
2002 Chien-Ting Lu Master A research on constructing data warehouse in support of order procurement for steel industry
2001 李文福 Master 企業工作流程系統導入之影響因素探討—以個案公司之客訴為例
2001 趙毅維 Master 無線環境下動態廣播查詢結果的排程安排
2001 林慕津 Master 無線環境下個人工作流程樣版之提供與執行
2001 熊文江 Master 文獻數位圖書館推薦技術之研究
2001 Wen-fu Lee Master The Research on Influencing Factors of Implementing Workflow Systems: A Case Study
2001 Mu-Jin Lin Master A Framework for Providing and Executing Workflow Templates in a Mobile Environment
2001 Wen-Chiang Hsiung Master Article Recommendation in Literature Digital Libraries
2001 Yih-Wel Chao Master Dynamically Scheduling Query Results for Broadcasting in a Wireless Environment
2000 Chin-Yuan Hung Master The Research on Finding Generalized Association Rules from Library Circulation Records
2000 陳雅芳 Master 無線環境下個人化工作流程系統之研究
2000 Ya-Fang Chen Master The Research on Personal Workflow Systems in Support of Pervasive Computing
1999 林信男 Master 維護工作流程時間限制一致性之研究
1999 Kuan-Hua Sun Master A Data Mining Methodology for Library New Book Recommendation
1999 梁青菁 Master 處理工作流程例外架構之研究
1999 Hsin-Nan Lin Master The Research of Maintaining Consistency on Process Timing Constraints
1999 Ching-Jing Liang Master Handling Unexpected Workflow Exceptions: A Case-Based Reasoning Approach
1998 Wan-Shiou Yang Master Mining Workflow Instances to Support Workflow Schema Design
1997 Chia-ping Yu Master The Design and Implementation of a Business Process Analyzer
Year Title Awarding Organization
2019 Academic Research Outstanding Award National Sun Yat-sen University
2018 Industry-Academic Research Award National Sun Yat-sen University
2017 Industry-Academic Research Award National Sun Yat-sen University
Period Activity Description Role
2021-01-04 ~ 2021-01-04 Lecture: Connecting the World: Current International Education A Lecture at Ping Tung Girl High School Speaker

本實驗室的指導老師是中山大學資管系的黃三益教授,研究領域包括文字探勘社群媒體分析網路服務的工作流程,請按這裡進入網站。


Our lab specializes in text analytics in various domains. Please click here for details.