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Books

1. Tingshao Zhu, Goal-Directed Complete-Web Recommendation, ISBN 978-3-639-06268-7, VDM Verlag, 2008.

2. Tingshao Zhu, Russ Greiner, Gerald Häubl, Bob Price, Predicting Web Information Content, LNCS/LNAI, Intelligent Techniques in Web Personalization, Volume 3169/2005, Springer-Verlag. pp. 241-254.(ITWP’03 extended)

Journal

  • Li, A., Li, H., Guo, R., & Zhu, T. (2013). MobileSens: a ubiquitous psychological laboratory based on mobile device. International Journal of Cyber Behavior, Psychology and Learning, Vol. 3, No. 2, pp47-55, April-March 2013. [PDF]
  • Zhang Z*, Zhang J, Zhu T. Relationship between Internet Use and General Belief in a Just World among Chinese Retirees. Cyberpsychology, Behaviors, and Social Networking (Accepted) (SSCI)
  • Xinguo Xu, Wei Kang, Zhiqi Fang, Baohui Sun, Yan Wang, Tingshao Zhu*. Global and Initiative Safety Mechanism in Industrial Control System. International Journal of Computational Science and Engineering, (Accepted)
  • Ang Li, Tingshao Zhu, Yue Ning. (2013). 研究生抑郁情绪的网络自助心理咨询效果. Chinese Mental Health Journal, 27(2), 145-146.
  • Xu Xinguo, Zhu Tingshao, Kang Wei, Sun Baohui, Fang Zhiqi, Wang Yan. Building safety mechanism in industrial control system based on data mining. Application of Electronic Technique. 2012.07. 38(5).
  • ZHU Ting-shao, LI Ang, NING Yue, ZHOU Ming-jie, LIU Rong-hui, ZHANG Jian-xin. Individual Personality and Its Behavior in the Cyber Society. Journal of Lanzhou University(Social Sciences). Vol. 5, 2011, pp44-51.
  • 王晨升, 徐新国, 朱廷劭;基于IEC61131-3的通用工业组态软件系统设计研究, 控制工程, 2010年S1期。
  • Tingshao Zhu, Bin Hu, Jingzhi Yan, Xiaowei Li. Semi-Supervised Learning for Personalized Web Recommender System, Computing and Informatics, 29(4), 2010, pp617-627.
  • Yiqiang Chen, Wen Gao, Tingshao Zhu, Charles Ling. Learning Prosodic Patterns for Mandarin Speech Synthesis. Journal of Intelligent Information Systems, Vol 19, No. 1, Kluwer Academic, July 2002.
  • 朱廷劭,高文。基于机器学习的普通话韵律规则提取,自动化学报, Vol 27, No. 6, pp 763-769, Nov. 2001.
  • 朱廷劭,高文。基于数据挖掘的普通话韵律规则学习,计算机学报, Vol.23, No.11, pp. 1179-1184, 2000.
  • 朱廷劭, 高文。普通话句子中音节基频模式的发现,计算机研究与发展, 2000年08期,pp.35-40, 2000.
  • 朱廷劭,高文,凌晓峰。神经网络在汉语两字词韵律规则学习中的应用,计算机研究与发展,Vol. 36, No. 6 (1999), p664-667.
  • 朱廷劭,高文,Charles X. Ling ,高正其,李锦涛。数据挖掘在音高变化规律学习中的应用,软件学报,Vol. 10, No.9, p962-966, 1999.
  • 朱廷劭,高文,Charles X. Ling。数据库中知识发现的处理过程模型的研究,计算机科学, Vol. 26, No. 2 (1999), p44-47.
  • 朱廷劭,高文。KDD:数据库中的知识发现,计算机科学,Vol.24, No. 6, p5-9 (1997).
  • 朱廷劭,林守勋,张汉义。基于数据库的支持群体工作CAD软件的设计与实现,计算机研究与发展,Vol.34,No.8(1997),p611-615.
  • 张汉义,朱廷劭,林守勋。计算机支持协同工作──BICAD中的协同建模, 工程设计CAD与智能建筑, 1996年01期,pp. 23-25.
  • 朱廷劭,林守勋,张汉义。CWMODEL─—一个协同结构建模,工程设计CAD与智能建筑,1995年06期,pp. 29-32.

Conference

2013

  • Li, A., & Zhu, T. (2013). To be extraverted or introverted extravert on Internet community?: A moderating role of using real-life portrait as facial picture. In 2013 8th International Conference on Pervasive Computing and Applications-5th Symposium on Web Society (ICPCA-SWS 2013). [PDF]
  • Dong Nie, LinZi Hong and Tingshao Zhu. Movie Recommendation Using Unrated Data. In IEEE 2013 Proceedings of International Conference on Machine Learning and Application, Miami, America. [PDF]
  • Gao, R., Hao, B., Li, H., Gao, Y., & Zhu, T. (2013). Developing Simplified Chinese Psychological Linguistic Analysis Dictionary for Microblog. In Brain and Health Informatics (pp. 359-368). Springer International Publishing. [PDF]
  • Shuotian Bai, Bibo Hao, Ang Li, Sha Yuan, and Tingshao Zhu, Predicting Big Five Personality Traits of Microblog Users, Web Intelligence 2013, Nov. 2013 Atlanta, USA. [PDF]
  • Rui Gao, Lin Li, Bibo Hao, Ang Li, Shuotian Bai, Tingshao Zhu. Improving User Profile with Personality Traits Predicted from Social Media Content. ACM Recommender System conference, 2013, Oct, 2013. Hong Kong. [PDF]
  • Bibo Hao, Lin Li, Ang Li, and Tingshao Zhu. Predicting Mental Health Status on Social Media - A Preliminary Study on Microblog. HCI International 2013. Las Vegas, NV, USA, July 2013. LNCS 8024, pp. 101–110, 2013. [PDF]
  • Dong Nie, Ang Li, Bibo Hao, Tingshao Zhu. Personality Traits and Microblogging Behavior of Weibo Users: Onlies versus Others. ACM Web Science 2013. May 2013, Paris. [PDF]
  • Dong Nie, Lin Li, Tingshao Zhu. Conscientiousness Measurement from Weibo’s Public Information. Partial Supervised Learning 2013, NanJing. [PDF]

2012

  • Shuotian Bai, Rui Gao, and Tingshao Zhu.: Determining Personality Traits from RenRen Status Usage Behavior. In Proceedings of Computational Visual Media Conference, CVM 2012, LNCS 7633, 226–233. [PDF]
  • Shuotian Bai, Yue Ning, Sha Yuan, and Tingshao Zhu.: Predicting Reader's Emotion on Chinese Web News Articles. In proceedings of 7th International Conference on Pervasive Computing and Applications, ICPCA, Nov. 2012, Istanbul, Turkey. [PDF]
  • Dong Nie, Yue Ning, Tingshao Zhu. Predicting Mental Health Status in the Context of Web Browsing. WI workshop on Web Personalization, Recommender Systems and Social Media, 2012, Macau. [PDF]
  • Zengda Guan, Tingshao Zhu. An Overview of Transfer Learning and Computational CyberPsychology. SWS2012, Nov. 2012, Istanbul, Turkey. [PDF]

2011

  • Rui Guo, Tingshao Zhu, Yu Wang, Xinguo Xu. MobileSens: A Framework of Behavior Logger on Android Mobile Device. 6th International Conference on Pervasive Computing and Application (ICPCA). Oct. 2011, Port Elizabeth, South Africa.
  • Xinguo Xu, Tingshao Zhu, Ruiquan Zhang, Li Lin, Ang Li, Wei Kang, Zhiqi Fang, Yue Ning, Yu Wang and . Pervasive Mental Health Self-help based on Cognitive-Behavior Therapy and Machine Learning. In Proceedings of 2011 6th International Conference on Pervasive Computing and Applications, ICPCA 2011.P212-219. October 26-28, 2011. Port Elizabeth, South Africa.
  • Fan Zhang, Tingshao Zhu, Ang Li, Yilin Li, and Xinguo Xu. A Survey of Web Behavior and Mental Health. In Proceedings of 2011 6th International Conference on Pervasive Computing and Applications, ICPCA 2011. 189-195. October 26-28, 2011. Port Elizabeth, South Africa.
  • Yilin Li, Tingshao Zhu, Ang Li and Xinguo Xu. Web Behavior and Personality : A Review. In Proceedings of 2011 3rd Symposium on Web Society (SWS2011). P81-87. October 26-28, 2011, Port Elizabeth, South Africa.
  • Tingshao Zhu, Yue Ning, Ang Li. Using Decision Tree to Predict Mental Health Status based on Web Behavior. In Proceedings of 2011 3rd Symposium on Web Society (SWS2011). P27-31. October 26-28, 2011, Port Elizabeth, South Africa.
  • Yue Ning, Ang Li, Tingshao Zhu. Are Online Mood Labels A True Reflection of Our Experiences? In Proceedings of 2011 3rd Symposium on Web Society (SWS2011). P21-26. October 26-28, 2011, Port Elizabeth, South Africa.
  • Tingshao Zhu, Ang Li, Yue Ning, and Zengda Guan. Predicting Mental Health Status based on Web Usage Behavior. In Proceedings of 2011 International Conference on Active Media Technology (AMT'11). P186-194. September 7-9, 2011, Lanzhou, China. [PDF]
  • Qi Zhang, Zhuohong Zhu, Tingshao Zhu, Jiuling Xin, Shujuan Wang, Weichen Zhang, Ang Li, Yilin Li, Shan Tang, and Yuxi Pei. Constructing the Internet Behavior Ontology: Projection from Psychological Phenomena with Qualitative and Quantitative Methods. 2010 International Conference on Active Media Technology (AMT 2011), Sept. 2011, Lanzhou China.

2010

  • Yue Ning, Tingshao Zhu, Yan Wang. Affective-Word based Chinese Text Sentiment Classification. In proceedings of 5th International Conference on Pervasive Computing and Applications (ICPCA2010). Dec. 2010, Maribor, Slovenia.
  • Zhiqi Fang, Yue Ning, Tingshao Zhu. Hot Keyword Identification for ExtractingWeb Public Opinion. In proceedings of 5th International Conference on Pervasive Computing and Applications (ICPCA2010). Dec. 2010, Maribor, Slovenia.

2009

  • Jingzhi Yan, Bin Hu, Heping Zhang, Tingzhao Zhu, Xiaowei Li. Forbidden subgraph and perfect path-matchings, The 1st IEEE Symposium on Web Society, August 2009, Lanzhou, China.
  • Fang Zheng, Bin Hu, Li Liu, Tingshao Zhu, Yongchang Lee, Yanbin Qi. Fuzzy Logic in Exploring Data Effects: A Way to Unveil Uncertainty in EEG feedback, HCI International 2009, July 2009, San Diego, CA, USA.
  • Tingshao Zhu, Russ Greiner. LILAC — Learn from Internet: Log, Annotation, and Content, AAAI Spring 2009 Symposium, March 2009, Palo Alto, CA.

2006

  • Jiayuan Huang, Tingshao Zhu, Russ Rereiner, Dale Schuurmans and Dengyong Zhou. Information Marginalization on Subgraphs, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD-2006), pp 199-210, Germany.
  • Jiayuan Huang, Tingshao Zhu. Dale Schuurmans, Web Communities Identification from Random Walks, In Joint European Conference on Machine Learning and European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-06).

2005

  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Bob Price. Predicting Web Information Content, LNCS/LNAI, Intelligent Techniques in Web Personalization, Volume 3169/2005, Springer-Verlag. pp. 241-254.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price. Goal-Directed Site-Independent Recommendations from Passive Observations, The Twentieth National Conference on Artificial Intelligence (AAAI-05), July 2005, Pittsburgh, Pennsylvania. pp. 549-557.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price. Using Learned Browsing Behavior Models to Recommend Relevant Web Pages, Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), July 2005, Edinburgh, UK. pp. 1589-1591.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price. Off-line Evaluation of Recommendation Functions, 10th International Conference on User Modeling (UM'05), July 2005, Edinburgh, UK. pp. 337-341.

2003

  • Tingshao Zhu, Russ Greiner, Gerald Häubl. Learning a model of a web user's interests, The 9th International Conference on User Modeling (UM’03), June 22-26, 2003, Johnstown, USA, pp. 65-75. (Best Student Paper Award)
  • Tingshao Zhu, Russ Greiner, Gerald Häubl. An Effective Complete-Web Recommender System, The Twelfth International World Wide Web Conference (WWW2003), 20-24 May 2003, Budapest, Hungary, pp. 226-234.

2002

  • Tingshao Zhu, Russ Greiner, Gerald Häubl. Important Page Predicting for Internet Recommendation: A Machine Learning Way. International Conference on Fuzzy Systems and Knowledge Discovery, November, 2002, Orchid Country Club, Singapore.

2000

  • Yiqiang Chen, Wen Gao, Tingshao Zhu, Jiyong Ma. Multi-strategy Data mining framework for mandarin prosodic pattern, International Conference on Spoken Language Processing (ICSLP2000), 2000, Vol.2, pp.59-62.
  • Chen Yiqiang, Gao Wen, Zhu Tingshao. Using Data Mining on Mandarin Prosodic Patterns, SCI 2000/ISAS 2000, July 2000, Orlando, Florida, USA.

1998

  • Tingshao Zhu, Wen Gao, Charles X. Ling, Zhengqi Gao, Jingtao Li. Learning Mappings between Chinese Isolated Syllables and Syllables in Phrase with BackPropagation NeuralNets. Artifical Neural Networks In Engineering (ANNIE '98), St. Louis, Missouri November, 1998.
  • Tingshao Zhu, Wen Gao. SpeechDM: Learning Patterns from Two-word Phrases in Chinese Speech Database. 1998 International Symposium on Intelligent Data Engineering And Learning, HongKong, 1998.
  • Tingshao Zhu, Wen Gao. Using Data Mining to Learn the Patterns of Pitch Variation in Chinese Speech. International Conference on Data Mining, Brazil, Sep. (1998).
  • Tingshao Zhu, Wen Gao, Charles X. Ling. Learning Full Pitch Variation Patterns with NeuralNets. The Eighteenth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, UK December 1998.
  • 朱廷劭,高文,高正其,李锦涛. 数据库中知识发现的处理过程模型的研究.第六届中国机器学习学术会议(CWML'98).

Workshop

  • Xiaowei Li, Bin Hu, Tingshao Zhu, Jingzhi Yan, Fang Zheng, Towards Affective Learning with an EEG Feedback Approach, 1st ACM International Workshop on Multimedia Technologies for Distance Learning(MTDL2009), 2009, Beijing, China, pp. 33-38.
  • Jiayuan Huang, Tingshao Zhu, Russ Rereiner. Dale Schuurmans and Dengyong Zhou, Information Marginalization on Subgraphs, ICML-2006, Workshop on Statistical network analysis: models, issues and new directions, 2006, Pittsburgh.
  • Tingshao Zhu, Russ Greiner. Evaluating an Adaptive Music-Clip Recommender System, Fourth Workshop on the Evaluation of Adaptive Systems, July 2005, Edinburgh, UK. (in conjunction with UM'05) pp. 69-73.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Bob Price, Kevin Jewell. A Trustable Recommender System for Web Content, International Conference on Intelligent User Interfaces (IUI 2005), Workshop on the Next Stage of Recommender Systems Research (Beyond Personalization 2005), San Diego, California, January 9-12, 2005.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl, Bob Price. WebIC --- An All-Web Recommendation System, Distinguished Scholars Retreat, UofAlberta Business (poster), May 6-7, 2004.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl. Predicting Web Information Content, IJCAI-03 Workshop on Intelligent Techniques for Web Personalization (ITWP '03), August 9-15, 2003, Acapulco, Mexico.
  • Tingshao Zhu, Russ Greiner, Gerald Häubl. Predicting Where a Web User Wants to Go, CHI2003 Workshop on Best Practices and Future Visions for Search User Interfaces, April 5-10, 2003, Florida, USA.
  • Yiqiang Chen, Wen Gao, Tingshao Zhu. Learning Prosodic Patterns for Mandarin Speech Synthesis, MDM/KDD2000 Workshop on Multimedia Data Mining, August 20-23, 2000, Boston, MA, USA.
  • Tingshao Zhu, Wen Gao, Charles X. Ling, Zhengqi Gao, Jingtao Li. Finding Pitch Variation Patterns Quantitatively and More Precisely. ECAI-98 Workshop on machine discovery, Brighton, U.K, 1998.
  • Tingshao Zhu, Shouxun Lin, Hanyi Zhang. A Distributed structural Modeling System--CWMODEL. Proceedings of International Workshop on CSCW in Design, p434-437. May (1996).
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