Graduate Program in Digital Content and Technologies

Journal Papers

• C. T. Lee*;C. T. Hsu;M. K. Shan, 2018.11, 'A Cross-Domain Recommendation Mechanism for Cold-Start Users Based on Partial Least Squares Regression, ' ACM Transactions on Intelligent Systems and Technology, Vol.9, No.6, pp.1-26.(SCIE, EI, ACM, DBLP)(*為通訊作者)
• C.T. Li*;Man-Kwan Shan;S. H. Hong;K. C. Chou, 2016.04, 'Exploiting Concept Drift to Predict Popularity of Social Multimedia in Microblogs, ' Information Sciences, Vol.339, pp.310-331.(SCIE, EI, ACM, SCI)(*為通訊作者)
• C. T. Li*;C. J. Huang;M. K. Shan, 2015.04, 'Automatic Generation of Visual Story for Fairy Tales with Digital Narrative, ' Journal of Web Intelligence and Agent Systems, Vol.13, No.2, pp.115-122.(EI, ACM, DBLP, SCOPUS)(*為通訊作者)
• Cheng-Te Li*;Man-Kwan Shan;Shou-De Lin, 2015.02, 'On Team Formation with Expertise Query in Collaborative Social Networks, ' Knowledge and Information Systems, Vol.42, No.2, pp.441-463.(SCIE, ACM, DBLP)(*為通訊作者) Ref.
• Meng-Fen Chiang*;Jiun-Jiue Liou;Jen-Liang Wang;Wen-Chih Peng Peng;Man-Kwan Shan, 2013.07, 'Exploring Heterogeneous Information Networks and Random Walk with Restart for Academic Search, ' Knowledge and Information Systems, Vol.36, No.1, pp.0.(SCIE, EI, ACM, DBLP, CITESEEN)(*為通訊作者) Ref.
• Jiun-Long Huang;Shih-Chuan Chiu;Man-Kwan Shan, 2012.01, 'Towards an Automatic Music Arrangement Framework Using Score Reduction, ' ACM Transactions on Multimedia Computing, Communications and Applications, Vol.8, No.1, pp.8:1-8:23.(SCIE, EI, ACM, DBLP, CITESEEN) Ref.
• Man-Kwan Shan*;Ling-Yin Wei, 2010.08, 'Algorithms for Discovery of Spatial Co-orientation Patterns from Images, ' Expert Systems with Applications: An International Journal, Vol.37, No.8, pp.5795-5802.(SCIE, EI, ACM, DBLP, IEEE, CITESEEN)(*為通訊作者) Ref.
• Man-Kwan Shan*;Shih-Chuan Chiu, 2010.01, 'Algorithmic Compositions Based on Discovered Musical Patterns, ' Multimedia Tools and Applications, Vol.46, No.1, pp.1-23.(SCIE, EI, ACM, DBLP)(*為通訊作者)
• Man-Kwan Shan*, 2009.09, 'Discovering Color Styles from Fine Art Images of Impressionism, ' International Journal of Computer Science and Security, Vol.3, No.4.(CITESEEN, DOAJ, Scribd)(*為通訊作者) Ref.
• Man-Kwan Shan*;Fang-Fei Kuo;Meng-Fen Chiang;Suh-Yin Lee, 2009.04, 'Emotion-based music recommendation by affinity discovery from film music, ' Expert Systems with Applications, Vol.36, No.4.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Jin Gao;Cheng-Ji Chu;Man-Kwan Shan*, 2009.03, 'Social Network Mining from Historical Documents: by Example during Qianlong''s Reign, ' IICM Communication, Vol.11, No.4.(*為通訊作者)
• Cheng-Te Li;Man-Kwan Shan*, 2008.12, 'Affective Space Exploration for Impressionism Paintings, ' Lecture Notes in Computer Science, Vol.5353, pp.387-396.(EI, DBLP)(*為通訊作者) Ref.
• Hua-Fu Li*;Man-Kwan Shan;Suh-Yin Lee, 2008, 'DSM-FI: An Efficient Algorithm for Mining Frequent Itemsets in Data Streams, ' Knowledge and Information Systems: An International Journal, Vol.17, No.1, pp.79-97.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Man-Kwan Shan*;Meng-Fen Chiang;Fang-Fei Kuo, 2008, 'Relevance feedback for category search in music retrieval based on semantic concept learning, ' Multimedia Tools and Applications, Vol.39, No.2, pp.243-262.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Ling-Yin Wei;Man-Kwan Shan*, 2007.05, 'Mining Temporal Co-orientation Patterns from Spatio-temporal Databases, ' Lecture Notes in Computer Science, Vol.4426, pp.895-903.(EI, DBLP)(*為通訊作者)
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2006.07, 'DSM-PLW: Single-Pass Mining of Path Traversal Patterns over Streaming Web Click-Sequences, ' Computer Networks, Vol.50, No.10.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2005.11, 'Online Mining Maximal Frequent Structures in Continuous Landmark Melody Streams, ' Pattern Recognition Letters, Vol.26, No.11, pp.1658-1674.(SCIE, EI)(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2005.08, 'Online Mining Changes of Items over Continuous Append-only and Dynamic Data Streams, ' Journal of Universal Computer Science, Vol.11, No.8.(SCIE, EI)(*為通訊作者) Ref.
• Fang-Rong Hsu*;Man-Kwan Shan;Hsiao-Hsu Chao;Richard Chia-Tung Lee, 2005.05, 'Some Optimal Parallel Algorithms on Interval and Circular-arc Graphs, ' Journal of Information Science and Engineering, Vol.21, No.3, pp.627-642.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Zhung-Xun Liao;Man-Kwan Shan*, 2004.09, 'Algorithms for Discovery of Frequent Superset, Rather Than Subset, ' Lecture Notes in Computer Science, Vol.3181.(SCIE, DBLP)(*為通訊作者)
• Fang-Rong Hsu;Man-Kwan Shan*;Hsin-Long Peng;Fang-Ming Hsu, 2004, 'Fault-Tolerant Pattern Mining of Exon Skipped Sequences from Alternative Splicing Database, ' Journal of Computers, Vol.16, No.4.(*為通訊作者)
• Fang-Rong Hsu*;Man-Kwan Shan, 2003.10, 'Parallel Algorithms for Finding the Center of Interval and Circular-Arc Graphs, ' IEICE Transactions on Fundamentals of Electronics, Communications, and Computer Sciences, Vol.86, No.10, pp.2704-2709.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Man-Kwan Shan*;Fang-Fei Kuo, 2003.04, 'Music Style Mining and Classification by Melody, ' IEICE Transactions on Information and Systems, Vol.E86-D, No.4, pp.0.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Man-Kwan Shan*;Suh-Yin Lee, 2001, 'A Framework for Similarity Measures of Content-based Scene Retrieval, ' Pattern Recognition Letters,, Vol.22, pp.517-532.(SCIE, EI, DBLP)(*為通訊作者)
• Man-Kwan Shan*;Suh-Yin Lee, 1999, 'Allocation of Signature File on Parallel DevicesFor WWW Index Servers, ' Journal of Information Science and Engineering, Vol.15, No.2, pp.199-215.(SCIE, EI)(*為通訊作者)
• Man-Kwan Shan*;Suh-Yin Lee, 1998, 'Placement of Partitioned Signature Files and Its Performance Analysis, ' Information Science: An International Journal, Vol.104, No.3.(SCIE, EI, DBLP)(*為通訊作者) Ref.
• Man-Kwan Shan*;Suh-Yin Lee, 1998, 'Dynamic Allocation of Signature File on Parallel Devices, ' Information Systems, Vol.104, No.3, pp.321-344.(SCIE, EI, ACM, DBLP, SCI)(*為通訊作者) Ref.
• Man-Kwan Shan*;Suh-Yin Lee, 1998, 'Multidimensional Filter: A New Indexing Methodfor Subpicture Query of Image Retrieval, ' Pattern Recognition Letters,, Vol.19, pp.1241-1255.(SCIE, EI, DBLP)(*為通訊作者)
• Suh-Yin Lee*;Man-Kwan Shan, 1990, 'Access Methods of Image Database, ' International Journal of Pattern Recognition and Artificial Intelligence, Vol.4, No.1.(SCIE, EI)(*為通訊作者) Ref.
• Suh-Yin Lee*;Man-Kwan Shan;Wei-Pang Yang, 1989, 'Similarity Retrieval of Iconic Image Database, ' Pattern Recognition, Vol.22, No.6.(EI, DBLP, SCI)(*為通訊作者) Ref.

Conference Papers

• Kevin Tseng*;Man-Kwan Shan, 2024.06, 'LLM Agent for Disinformation Detection Based on DISARM Framework, ' International AAAI Conference on Web and Social Media Workshop on Digital State Sponsored Disinformation and Propaganda, AAAI.(*為通訊作者)
• 鄭詠儒;陳品伃;邱品硯;李元亨;沈錳坤*, 2023.12, 'Phrase-based Automatic Music Recombination Using Learning-based Fitness Evaluation, ' International Conference on Artificial Intelligence and Applications, TAAI.(*為通訊作者)
• 邱德晏*;曹昱維;魏綾音;沈錳坤, 2023.12, 'Correlation Prediction of Multivariate Time Series Based on Mutually Recursive RNN, ' International Conference on Artificial Intelligence and Applications, TAAI.(*為通訊作者)
• 田詠恩;沈錳坤*, 2022.12, 'Instagram上公眾人物的政治立場與風格探勘, ' Proceedings of the 2022 International Conference on Technology and Applications of Artificial Intelligence, TAAI.(*為通訊作者)
• 陳靖淮;沈錳坤, 2021.11, 'Fake Profile Detection on Social Media Based on User Preferences, ' 26th Conference on Artificial Intelligence and Applications, Taiwanese Association for Artificial Intelligence.
• 段承甫;金藜軒;沈錳坤*, 2020.12, 'Data Driven Spotting Note Prediction for Film Scoring, ' 25th International Conference on Technologies and Applications of Artificial Intelligence, Taiwanese Association for Artificial Intelligence.(*為通訊作者)
• Tzu-Heng Huang*;Cheng-Hsien Tsai;Man-Kwan Shan, 2020.06, 'Key Sensor Discovery for Quality Audit of Air Sensor Networks, ' MobiSys '20: Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services, ACM.(ACM, DBLP)(*為通訊作者)
• Ting-Wei;Man-Kwan*, 2019.05, 'Spatial-Temporal Correlation Modeling of Community-Based Air Monitoring Sensor Network, ' Workshop on Data Science for Social Goods, in conjunction with The Web Conference, W3C.(EI, ACM, DBLP)(*為通訊作者)
• S. Peng*;V. S. Tseng;C. W. Liang;M. K. Shan*, 2018.04, 'Emerging Product Topics Prediction in Social Media without Social Structure Information, ' WWW '18 Companion Proceedings of the The Web Conference 2018, Université de Lyon, IW3C2, pp.1661-1668.(EI, ACM, DBLP)(*為通訊作者)
• Ting-Wei Lin;Man-Kwan SHan*, 2017.04, 'Correlation-Based Background Music Recommendation by Incorporating Temporal Sequence of Local Features, ' IEEE International Conference on Multimedia Big Data, IEEE.(EI, DBLP, IEEE)(*為通訊作者)
• H. Su;T. W. Lin;C. T. Li;M. K. Shan*;J. Chang, 2014.09, 'Automatic Recipe Cuisine Classification by Ingredients, ' Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, pp.565-570.(ACM, DBLP)(*為通訊作者)
• Chieh-Jen Huang*;Cheng-Te Li;Man-Kwan Shan, 2013.12, 'VizStory: Visualization of Digital Narrative for Fairy Story, ' International Conference on Technologies and Applications of Artificial Intelligence, TAAI.(*為通訊作者)
• Cheng-Te Li*;Man-Kwan Shan, 2013.12, 'X2-Search: Contextual Expert Search in Social Networks, ' International Conference on Technologies and Applications of Artificial Intelligence, TAAI.(*為通訊作者)
• Han Su*;Fang-Fei Kuo;Chu-Hsiang Chiu;Yen-Ju Chou;Man-Kwan Shan, 2013.10, 'MediaEval 2013: Soundtrack Selection for Commercials Based on Content Correlation Modeling, ' MediaEval 2013 Multimedia Benchmark Workshop, MediaEval Benchmarking Initiative for Multimedia Evaluation.(*為通訊作者)
• Shih-Hong Jheng;Cheng-Te Li;Man-Kwan Shan*, 2013.09, 'Popularity Prediction of Social Multimedia Based on Concept Drift, ' IEEE International Conference on Social Computing, IEEE.(*為通訊作者)
• Fang-Fei Kuo;Man-Kwan Shan*;Suh-Yin Lee, 2013.07, 'Background Music Recommendation for Video based on Multimodal Latent Semantic Analysis, ' IEEE International Conference on Multimedia and Expo. ICME''13, IEEE.(*為通訊作者)
• Bo-cheng Que;Fang-shiuh Song;Man-Kwan Shan*;Ming-Feng Tsai, 2012.12, 'Mining Official Chronology from Historical Documents: By Example of Veritable Records of the Qing Kangsi, ' International Conference on Digital Archives and Digital Humanities, 國立臺灣大學數位典藏研究發展中心.(*為通訊作者)
• C. T. Li*;M. K. Shan, 2012.10, 'Composing Activity Groups in Social Networks, ' ACM International Conference on Information and Knowledge Management.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• F. F. Kuo*;C. T. Li;M. K. Shan;S. Y. Lee, 2012.10, 'Intelligent Menu Planning: Recommending Sets of Recipes by Ingredients, ' 4th ACM International Workshop on Multimedia for Cooking and Eating Activities in conjunction with the ACM International Conference on Multimedia.(ACM, DBLP, CITESEEN)(*為通訊作者)
• C. T. Li*;S. D. Lin;M. K. Shan, 2012.04, 'Finding Influential Seed Successors in Social Networks, ' 21th International World Wide Web Conference.(EI, ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• C. T. Li*;M. K. Shan;S. D. Lin, 2012.04, 'Influence Propagation and Maximization for Heterogeneous Social Networks, ' 21th International World Wide Web Conference.(EI, ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• C. T. Li*;M. K. Shan;S. D. Lin, 2012.04, 'Dynamic Selection of Activation Targets to Boost the Influence Spread in Social Networks, ' 21th International World Wide Web Conference.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• C. T. Li*;M. K. Shan;S. D. Lin, 2012.04, 'The Regional Social Network Retrieval Problem, ' 21th International World Wide Web Conference.(ACM, DBLP, IEEE, CITESEEN)(*為通訊作者)
• C. T. Li;M. K. Shan;S. D. Lin, 2011.10, 'Context-based People Search in Attributed Social Networks, ' ACM International Conference on Information and Knowledge Management.(EI, ACM, DBLP, CITESEEN)
• F. H. Li;C. T. Li;M. K. Shan*, 2011.10, 'Labeled Influence Maximization in Social Networks for Target Marketing, ' IEEE International Conference on Social Computing.(EI, DBLP, IEEE, CITESEEN)(*為通訊作者)
• C. T. Li;S. D. LIn;M. K. Shan, 2011.07, 'Exploiting Endorsement Information and Social Influence for Item Recommendation, ' ACM SIGIR International Conference on Research and Development in Information Retrieval.(EI, ACM, DBLP, CITESEEN)
• C. T. Li;S. D. Lin;M. K. Shan, 2011.04, 'Finding Influential Mediators in Social Networks, ' 20th World Wide Web Conference, International World Wide Web Conferences Steering Committee (IW3C2),.(EI, ACM, DBLP)
• Cheng-Te Li;Man-Kwan Shan*, 2010.08, 'Team Formation for Generalized Tasks in Expertise Social Networks, ' Proceedings of IEEE International Conference on Social Computing, IEEE.(ACM, DBLP, IEEE)(*為通訊作者)
• Shih-Chuan Chiu;Man-Kwan Shan*;Jiun-Long Huang, 2009.12, 'Automatic System for the Arrangement of Piano Reductions, ' Proceedings of IEEE International Symposium on Multimedia, IEEE.(IEEE)(*為通訊作者)
• Kang-Che Lee;Man-Kan Shan*, 2009.12, 'Discovering Political Tendency in Bulletin Board Discussions by Social Community Analysis, ' 4th IEEE International Conference on Digital Information Management ICDIM, IEEE.(EI, DBLP, IEEE)(*為通訊作者)
• Meng-Chi Yu;Hsian-Min Yu;Man-Kwan Shan*, 2009.10, 'Narrative Analysis of Films Based on Social Network Analysis, ' 14th Conference on Artificial Intelligence and Applications TAAI, 中華民國人工智慧學會.(*為通訊作者)
• 柯舒方;沈錳坤*, 2009.10, '音樂風格自動改編系統, ' The 5th International Workshop on Computer Music and Audio Technology.(*為通訊作者)
• Man-Kwan Shan*, 2009.07, 'Melodic Motivic Analysis for Music Education, ' International Workshop on Multimedia Technology for Education IWMTE.(*為通訊作者)
• Shih-Chuan Chiu*;Man-Kwan Shan;Jiun-Long Huang;Hua-Fu Li, 2009.07, 'Mining Polyphonic Repeating Patterns from Music Data Using Bit-String Based Approaches, ' IEEE International Conference on Multimedia and Expo ICME, IEEE.(EI, IEEE)(*為通訊作者)
• Jin Gao;Cheng-Ji Chu;Man-Kwan Shan*, 2008.10, 'Social Network Mining from Historical Documents: by Example during Qianlong''s Reign, ' 13th Conference on Artificial Intelligence and Applications TAAI.(*為通訊作者)
• Cheng-Te Li;Man-Kwan Shan*, 2007.09, 'Emotion-based Impressionism Slideshow with Automatic Music Accompaniment, ' ACM International Conference on Multimedia, ACM.(EI, ACM, DBLP)(*為通訊作者) Ref.
• Ling-Yin Wei;Man-Kwan Shan*, 2006.10, 'Efficient Mining of Spatial Co-orientation Patterns from Image Databases, ' IEEE International Conference on Systems, Man, and Cybernetics, IEEE.(EI, IEEE)(*為通訊作者) Ref.
• Shih-Chuan Chiu;Man-Kwan Shan*, 2006.10, 'Computer Music Composition Based on Discovered Music Patterns, ' IEEE International Conference on Systems, Man, and Cybernetics, IEEE.(EI, IEEE)(*為通訊作者)
• Hua-Fu Li*;Chin Chuan Ho;Man-Kwan Shan;Suh-Yin Lee, 2006.10, 'Efficient Maintenance and Mining of Frequent Itemsets over Online Data Streams with a Sliding Window, ' IEEE International Conference on Systems, Man, and Cybernetics, IEEE.(EI, IEEE)(*為通訊作者) Ref.
• Yu-Wei Chiu;Fang-Rong Hsu;Man-Kwan Shan*, 2006.09, 'Comparative Analysis of Exon Skipping Patterns in Human and Mouse, ' International Workshop on Biological Data Management, DEXA.(ACM, IEEE)(*為通訊作者) Ref.
• Hua-Fu Li*;Man-Kwan Shan;Suh-Yin Lee, 2006.07, 'Detecting Changes in User-Centered Music Query Streams, ' IEEE International Conference on Multimedia and Expo, IEEE.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Hua-Fu Li*;Chin-Chuan Ho;Man-Kwan Shan;Suh-Yin Lee, 2006.07, 'Online Mining of Recent Music Query Streams, ' IEEE International Conference on Multimedia and Expo, IEEE.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Lin-Yin Wei;Man-Kwan Shan*, 2006.07, 'Mining Spatial Co-orientation Patterns for Analyzing Portfolios of Spatial Cognitive Development, ' IEEE International Conference on Advanced Learning Technologies, IEEE.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Hua-Fu Li*;Man-Kwan Shan;Suh-Yin Lee, 2006.05, 'Online Mining of Frequent Query Trees over XML Data Streams, ' World Wide Web Conference, International World Wide Web Conference Committee (IW3C2).(EI, ACM, DBLP)(*為通訊作者)
• Hsin-Tsong Dong;Man-Kwan Shan*, 2006, 'Automatic Music Arrangement Based on Music Style, ' Workshop on Digital Archives Technology.(*為通訊作者) Ref.
• Kuan-Chih Peng;Man-Kwan Shan*, 2006, 'Automatic Query Refinement in Web Search Engines Using Implicit Feedback, ' 11th Conference on Artificial Intelligence and Applications.(*為通訊作者) Ref.
• Chia-Hui Liao;Man-Kwan Shan*, 2006, 'Automatic Emotion Annotation of Movie Scene Based on Film Grammar, ' 11th Conference on Artificial Intelligence and Applications.(*為通訊作者) Ref.
• Fang-Fei Kuo;Meng-Fen Chiang;Man-Kwan Shan*;Suh-Yin Lee, 2005.11, 'Emotion-based Music Recommendation based on Association Discovery from Film Music, ' ACM International Conference on Multimedia, ACM.(EI, ACM, DBLP)(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2005.09, 'DSM-TKP: Mining Top-K Path Traversal Patterns over Web Click-Streams, ' 2005 IEEE/WIC/ACM International Conference on Web Intelligence.(EI, ACM, DBLP, IEEE)(*為通訊作者) Ref.
• Wen-Ting Chen;Jung-Chuan Yen;Man-Kwan Shan*, 2005.07, 'Integration of Transfer of Learning to the Adaptive Learning Environment, ' 5th IEEE International Conference on Advanced Learning Technologies, IEEE.(ACM, DBLP, IEEE)(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2005.04, 'Online Mining (Recently) Maximal Frequent Itemsets over Data Streams, ' IEEE International Workshop on Research Issues on Data Engineering.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2004.09, 'An Efficient Algorithm for Mining Frequent Itemsets over the Entire History of Data Streams, ' First International Workshop on Knowledge Discovery in Data Streams, in conjunction with the European Conference on Machine Learning (ECML) and the European Conference on the Principals and Practice of Knowledge Discovery in Dataabse (PKDD).(*為通訊作者) Ref.
• Meng-Fen Chiang;Man-Kwan Shan*;Chung-Ching Lan, 2004.09, 'Rhythm Style Mining of Dance Music, ' International Computer Symposium.(*為通訊作者) Ref.
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2004.06, 'Mining Frequent Closed Structures in Streaming Melody Sequences, ' IEEE International Conference on Multimedia and Expo ICME, IEEE.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Fang-Fei Kuo;Man-Kwan Shan*, 2004.06, 'Looking for New, Not Known Music Only: Music Retrieval by Melody Style, ' ACM/IEEE Joint Conference on Digital Libraries JCDL, ACM/IEEE.(ACM, DBLP, IEEE)(*為通訊作者)
• Hua-Fu Li*;Suh-Yin Lee;Man-Kwan Shan, 2004.05, 'On Mining Webclick Streams for Path Traversal Patterns, ' International World Wide Web Conference, International World Wide Web Conference Committee (IW3C2).(EI, ACM, DBLP, IEEE)(*為通訊作者) Ref.
• Mau-Fu Chen;Man-Kwan Shan*, 2002, 'Virtual Mall of E-commerce Web Sites: User Behavior Analyses and Recommendations, ' 4th International Conference on Enterprise Information Systems.(DBLP)(*為通訊作者) Ref.
• Man-Kwan Shan*;Hua-Fu Li, 2002, 'Fast Discovery of Structure Navigation Patterns from Web User Traversal, ' SPIE Conference on Data Mining and Knowledge Discovery:Theory, Tools, and Technology IV,, SPIE.(EI)(*為通訊作者) Ref.
• Hua-Fu Li;Man-Kwan Shan*, 2002, 'PNP: Mining of Profile Navigational Patterns, ' SPIE Conference on Data Mining and Knowledge Discovery: Theory, Tools, and Technology IV, SPIE.(EI)(*為通訊作者) Ref.
• Man-Kwan Shan*;Fang-Fei Kuo,;Mau-Fu Chen, 2002, 'Music Style Mining and Classification by Melody, ' IEEE International Conference on Multimedia and Expo ICME2002,, IEEE.(EI, IEEE)(*為通訊作者) Ref.
• Da-Chun Chou;Man-Kwan Shan*, 2002, 'Personalized Categorization of E-News Systems, ' 2002 Symposium on Digital Life and Internet Technologies.(*為通訊作者) Ref.
• Fang-Fei Kuo;Man-Kwan Shan*, 2002, 'A Personalized Music Filtering System Based on Melody Style Classification, ' IEEE International Conference on Data Mining 2002, IEEE.(EI, DBLP, IEEE)(*為通訊作者) Ref.
• Ming-Jing Ho;Man-Kwan Shan*, 2002, 'A Personalized Music Retrieval System,, ' 2002 Symposium on Digital Life and Internet Technologies.(*為通訊作者)
• Jing-Nan Liu;Man-Kwan Shan*, 2002, 'A Personalized Fine Arts Painting Style Query System, ' 1st Workshop on Digital Archives Technology.(*為通訊作者) Ref.
• Man-Kwan Shan*;Hua-Fu Li,, 2000, 'Mining Non-Simple Traversal Paths from WeAccess Logs,, ' 2000 Workshop on Internet and Distributed Systems,.(IEEE)(*為通訊作者)
• Man-Kwan Shan*;Suh-Yin Lee, 1998, 'Content-Based Similarity Measures for Video on Similarity of Frame Sequence,, ' 98 International Workshop on Multimedia Data Base Management Systems,, IEEE IW-MMDBMS.(IEEE)(*為通訊作者)
• Man-Kwan Shan;Suh-Yin Lee, 1998, 'Content-Based Video Retrieval via Motion Trajectories,, ' SPIE Photonics’98 Conference on Electronic Imaging and Multimedia Systems II,.(SPIE)
• Man-Kwan Shan;Hung-Cheih Lin,;Ming-Feng Shen,;Suh-Yin Lee,, 1998, 'Parsing and Browsing of Video Data for Video-On-Demand Services,, ' ISCE’98 InternationalSymposium on Consumer Electronics: Digital Video and Multimedia Technology., IEEE.(IEEE)

Book Chapters

• 沈錳坤, 2001, 'Signature Files, Parallel Signature Files and Applications of Signature Files, ' Marcel Dekker, Inc..

Research Report

• Man-Kwan Shan*, 2007.07, '由電影配樂中探勘音樂情緒之研究, ' 國科會.(*為通訊作者)
• Man-Kwan Shan*, 2007.05, '數位音樂典藏之資料探勘與智慧型檢索技術(II), ' 國科會.(*為通訊作者)
• Man-Kwan Shan*, 2006.08, '數位音樂典藏之資料探勘與智慧型檢索技術, ' 國科會.(*為通訊作者)
• Man-Kwan Shan*, 2005.10, '音樂曲風的探勘技術與應用(II), ' 國科會.(*為通訊作者)
• Man-Kwan Shan*, 2004.10, '音樂曲風的探勘技術與應用, ' 國科會.(*為通訊作者) Ref.
• Man-Kwan Shan*, 2003.10, '以Web為基礎的媒體服務與運作平台之研究發展─子計畫三：以閱聽人資訊為基礎的Web新聞系統之設計與實作(I), ' 國科會.(*為通訊作者)
• Man-Kwan Shan*, 2002.10, '美術影像資料庫中的繪畫風格探勘, ' 國科會.(*為通訊作者) Ref.
• Man-Kwan Shan*, 2001.10, '電子報系統中個人化技術的設計與實作, ' 國科會.(*為通訊作者) Ref.
• Man-Kwan Shan*, 2000.10, '數位圖書館中影像內容擷取的相關回饋, ' 國科會.(*為通訊作者) Ref.
• Man-Kwan Shan*, 1999.10, '視訊資訊系統中視訊內容的相似擷取, ' 國科會.(*為通訊作者) Ref.

Current Position

• Title
• Department/Division
• Job Position
• Date

• 教授
• 資訊科學系
• 2010-02 ~

• Title
• Department/Division
• Job Position
• Date

• 副教授
• 資訊科學系
• 2003-02 ~ 2010-02

• Title
• Department/Division
• Job Position
• Date

• 助理教授
• 資訊科學系
• 1998-08 ~ 2003-02

Part-time Position

• Title
• Department/Division
• Job Position
• Date

• 教授
• 數位內容與科技學士學位學程
• 2011-08 ~ 2012-07