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
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 2019-01-01 ~ 2019-07-29, 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 modelONLINE 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 ChinaEast 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 QoSIEEE 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 functionalityINFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 13(13), 235-265. (SSCI)
Journal Article 2013 Yang, Wan-Shiou(1); Hwang, San-Yih(2) (2013). ITravel: A recommender system in mobile peer-to-peer environmentJournal 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 environmentsDecision Support Systems, 54(3), 1463-1476. (SCIE, 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 2010 Hwang,San-Yih;Wei,Chih-Ping;Liao,Yi-Fan (2010). Coauthorship networks and academic literature recommendationElectronic Commerce Research and Applications, 9(4), 323-334. (SSCI, 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 2008 Hwang, SY; Yang, WS (2008). Discovering generalized profile-association rules for the targeted advertising of new productsINFORMS JOURNAL ON COMPUTING, (), 34-45. (SCIE)
Journal Article 2008 Wang, Y; Lim, EP; Hwang, SY (2008). Efficient algorithms for mining maximal valid groupsVLDB JOURNAL, (), 515-535. (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 compositionIEEE Transactions on Services Computing, 1(2), 104-116. (SCIE, 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 workflowsINFORMATION SCIENCES, (), 5484-5503. (SCIE)
Journal Article 2006 Yang, WS; Hwang, SY (2006). A process-mining framework for the detection of healthcare fraud and abuseEXPERT SYSTEMS WITH APPLICATIONS, (), . (SCIE)
Journal Article 2006 Wang, YD; Lim, EP; Hwang, SY (2006). Efficient mining of group patterns from user movement dataDATA & KNOWLEDGE ENGINEERING, (), . (SCIE)
Journal Article 2004 Hwang, SY; Chuang, SM (2004). Combining article content and Web usage for literature recommendation in digital librariesONLINE INFORMATION REVIEW, 28(), 260-272. (SSCI)
Journal Article 2004 Hwang, SY; Tang, H (2004). Consulting past exceptions to facilitate workflow exception handlingDECISION SUPPORT SYSTEMS, 37(), 49-69. (SCIE)
Journal Article 2004 Hwang, SY; Wei, CP; Yang, WS (2004). Discovery of temporal patterns from process instancesCOMPUTERS IN INDUSTRY, 53(), 345-364. (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 librariesONLINE INFORMATION REVIEW, 27(), 169-182. (SCIE)
Journal Article 2002 Hwang, SY; Yang, WS (2002). On the discovery of process models from their instancesDECISION 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 2000 Hwang, SY (2000). On optimistic methods for mobile transactionsJOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 16(), 535-554. (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 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 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 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 S.-C. Huang, S.-Y. Hwang, S.-L. Chang, Y. Kang (2017). Forcasting Company Revenue Trend Using Financial News. 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 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 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, .
Book and Chapter 2018

(2018). 資料庫的核心理論與實務:. 東華書局

Book and Chapter 2009

(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

(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

(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

(2002). :工作流程. 華泰書局

Online-teaching 2018

(2018) 資料庫系統

Year Title
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

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

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)

2016

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 (N105100)

2015

使用者情境演變下的互動式推薦系統之設計與研究. 科技部 (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. 科技部 (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. 科技部 (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. 科技部 (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. 科技部 (NSC101-2410-H-110-015-MY2)

2012

失語症溝通輔助系統之設計與實作. 科技部 (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. 科技部 (NSC99-2410-H-110-033-MY2)

2011

行動電子學習秘書. 科技部 (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. 科技部 (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). 科技部 (NSC98-2752-H-110-005-PAE)

2009

Web2.0線上動態問卷系統研究計劃. 科技部 (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). 科技部 (NSC97-2752-H-110-005-PAE)

2008

線上音樂創作平台. 科技部 (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). 科技部 (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). 科技部 (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. 科技部 (NSC94-2213-E-110-029)

2005

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

2005

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

2004

群體移動型態的探勘. 科技部 (NSC93-2213-E-110-028)

2004

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

2003

文獻資料庫自動推薦服務之設計與實作. 科技部 (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

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). 科技部 (NSC91-2219-E-110-003)

2002

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

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 Name Degree Title
2017 Hong-I Lu Master The Study on the Adoption of Big Data Technology for Distributor to Enhance B2B competitiveness
2017 Cheng-Chieh Lee Master The Research of Social Listening Technology Applied in Enterprise Emergency Reaction.
2017 Chia-Yu Lai Ph.D The Prediction of Software Patent Claim Eligibility and Patent Value using Text-mining Techniques
2017 Pei-Yi Ho Master The Research of Customer Relationship Management System Business Model and Strategies -A Case Study of N Company
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 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 Bing-Hung Lin Master An Integrated Framework for Identifying Entities Topics and Sentiment from Text
2017 游春昭 Master 中小型健身房於健康休閒產業的競爭優勢與經營策略之研究-以AnytimeFitness健身俱樂部為例
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 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 Yen-chun Lin Master The Research on the Prediction of Enterprise Customer Churn on Voice Services
2016 Yang Lin Master NFC Market expansion -A Case Study of NXP Corporation
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 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 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 Yu-Shan Chang Master An Ontology-based Carbon Footprint Model for Manufacturing Processes
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 Zhi-hua Chien Master Using Contextual Multi-Armed Bandit Algorithms for Recommending Investment in Stock Market
2015 Hsin-Ying Sung Master The Design and Implementation of A Service Blueprint Tool and its Conversion to BPMN
2015 Jung-ho Chung Master A Study of Influential Factors to Purchase Residential Buildings for Senior Citizens
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 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 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 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 謝豐成 Master 利用CRM資料預測顧客忠誠度之研究–以工業機電產業為例
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 劉鉑志 Master 從使用者自建內容挖掘網民對議題的立場:以兩岸服貿為例
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 蕭詠霖 一種根植於消費者資訊搜尋流程模式之旅遊文章分類的方法
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 Ling-chao Weng Master On Recommending Tourist Attractions in a Mobile P2P Environment
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 陳昀志 在以網路服務為基礎的工作流程中表達與實現存取控制限制
2008 Yun-Chih Chen Master On Specifying and Enforcing Access Control of Web Services Based Workflows
2007 尹川 Master 在以WebService為基礎的工作流程實行存取控制之研究
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 黃裕欽 結合社會網路技術與內容進行文獻資料庫的推薦
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
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 陸健婷 Master 資料倉儲建構接單支援系統之研究-以台灣外銷鋼品為例
2002 吳美季 Master 化工業電子化採購導入之關鍵成功因素研究
2002 莊士民 Master 結合內容及合作推薦技術之文獻數位圖書館
2002 涂俊凱 Master 整合跨組織企業流程之個人化工作流程系統之研究
2002 安豐文 Master 薄客戶廣域計算環境下資料預存機制之研究
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 陳雅芳 Master 無線環境下個人化工作流程系統之研究
2000 Chin-Yuan Hung Master The Research on Finding Generalized Association Rules from Library Circulation Records
2000 Ya-Fang Chen Master The Research on Personal Workflow Systems in Support of Pervasive Computing
1999 Kuan-Hua Sun Master A Data Mining Methodology for Library New Book Recommendation
1999 林信男 Master 維護工作流程時間限制一致性之研究
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
2018 Academic Research Outstanding Award National Sun Yat-sen University
2017 Industry-Academic Research Award National Sun Yat-sen University
Period Activity Description Role