General
Tingshao Zhu, Ph.D.
Email: tszhu@ucas.ac.cn
Address: Room 216, Building 6,
#80 Zhongguancun East Rd.,
Beijing, China
100190
Email: tszhu@ucas.ac.cn
Address: Room 216, Building 6,
#80 Zhongguancun East Rd.,
Beijing, China
100190
Research Areas
Web Behavior Analysis, CyberPsychology, Machine Learning, Data Mining
For more informaiton, please visit us at: http://ccpl.psych.ac.cn/
For more informaiton, please visit us at: http://ccpl.psych.ac.cn/
Education
Ph.D., 2005, University of Alberta, Canada
Ph.D., 1999, Institute of Computing Technology, Beijing China
Master, 1996, Institute of Computing Technology, Beijing China
Bachelor, 1993, Nanjing University of Aeronautics and Astronautics (NUAA)
Ph.D., 1999, Institute of Computing Technology, Beijing China
Master, 1996, Institute of Computing Technology, Beijing China
Bachelor, 1993, Nanjing University of Aeronautics and Astronautics (NUAA)
Experience
Work Experience
2008-09-- Graduate University of Chinese Academy of Sciences, Prof.
2007-10--2008-09 EzSeer Inc., Founder
2005-12--2008-04 Xymbiant, Senior Architector
2005-10--2008-07 AICML, EzSeer Adjunct Research Scientist
2007-10--2008-09 EzSeer Inc., Founder
2005-12--2008-04 Xymbiant, Senior Architector
2005-10--2008-07 AICML, EzSeer Adjunct Research Scientist
Publications
Papers
1. 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.
2. Fan Zhang, Tingshao Zhu, Ang Li and Yilin Li, Xinguo Xu. A Survey of Web Behavior and Mental Health. 6th International Conference on Pervasive Computing and Application (ICPCA). Oct. 2011, Port Elizabeth, South Africa.
3. Xinguo Xu, Tingshao Zhu, Ruiquan Zhang, Li Lin, Ang Li, Wei Kang, Zhiqi Fang, Yue Ning and Yu Wang. Pervasive Mental Health Self-help based on Cognitive Behavior Therapy and Machine Learning. 6th International Conference on Pervasive Computing and Application (ICPCA). Oct. 2011, Port Elizabeth, South Africa.
4. Yilin Li, Tingshao Zhu, Ang Li and Fan Zhang, Xinguo Xu, Web Behavior and Personality : A Review. 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
5. Tingshao Zhu, Yue Ning, Ang Li, Xinguo Xu. Using Decision Tree to Predict Mental Health Status based on Web Behavior. 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
6. Yue Ning, Ang Li, Tingshao Zhu. Are Online Mood Labels A True Reflection of Our Experiences? 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
7. Tingshao Zhu, Ang Li, Yue Ning, and Zengda Guan. Predicting Mental Health Status based on Web Usage Behavior. 2010 International Conference on Active Media Technology (AMT 2011), Sept. 2011, Lanzhou China.
8. 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.
9. Ruiquan Zhang, Baohui Sun, Wei Kang, Tingshao Zhu. GLOSS: A Social Networks-Based Recommender System. 5th International Conference on Pervasive Computing and Applications (ICPCA2010), Dec. 2010, Maribor, Slovenia, pp.122-127.
10. Zhiqi Fang, Yue Ning, Tingshao Zhu. Hot Keyword Identification for ExtractingWeb Public Opinion. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 116-121.
11. Baohui Sun, Wei Kang, Ruiquan Zhang, Zhiqi Fang, Xinguo Xu, Yue Ning, Ang Li, Tingshao Zhu. PsyCare: A Novel Framework for Online Psychological Counseling. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 56-61.
12. Yue Ning, Tingshao Zhu, Yan Wang. Affective-Word based Chinese Text Sentiment Classification. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 111-115.
13. Tingshao Zhu, Xinguo Xu, Guohua Liu, Identifying Machine Query for an Intelligent Web Browser System, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp108-113.
14. Mi Shi, Xupei Li, Tingshao Zhu, Kan Shi, Nan Jiang, Gang Yang, The Relationship between Regulatory Emotional Self-efficacy, Big-Five Personality and Internet Events Attitude, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp61-65.
15. Ang LI, Tingshao ZHU, Ronghui LIU, An Exploratory Research on Behavior Sample of the Internet in Personality Assessment, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp744-748.
16. Tingshao Zhu, Clustering Web Users Based on Browsing Behavior, A. An et al. (Eds.): AMT 2010, LNCS 6335, pp. 530--537. Springer, Heidelberg (2010)
17. Xiaoqian Liu, Weiqiang Wang, Tingshao Zhu. Extracting Captions in Complex Background from Videos, ICPR2010, August 23-26, 2010, Istanbul, Turkey, pp.3232-3235.
18. Yanxiang Xu, Tiejian Luo,Tingshao Zhu, Haibo He. The Principles of Intention Computing. The 1st IEEE Symposium on Web Society, Lanzhou, China, August 2009, pp.242-249.
19. Su Chen, Tiejian Luo, Tingshao Zhu. A Second-order Markov Random Walk Approach for Collaborative Filtering. IEEE Symposium on Social Intelligence and Networking, Vancouver, Canada 2009, pp. 298-303.
20. 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, pp.86-89.
21. 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, pp. 754-763.
22. Tingshao Zhu, Russ Greiner, LILAC — Learn from Internet: Log, Annotation, and Content, AAAI Spring 2009 Symposium, March 2009, Palo Alto, CA, pp. 57-62.
23. 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.
24. Jiayuan Huang, Tingshao Zhu, Dale Schuurmans, Web Communities Identification from Random Walks, ECML/PKDD-06, 2006, pp.187-198.
25. Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price, Goal-Directed Site-Independent Recommendations from Passive Observations, AAAI-05, July 2005, Pittsburgh, Pennsylvania. pp. 549-557.
26. Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price, Using Learned Browsing Behavior Models to Recommend Relevant Web Pages, IJCAI-05, July 2005, Edinburgh, UK. pp. 1589-1591.
27. 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.
28. 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)
29. Tingshao Zhu, Russ Greiner, Gerald Häubl, An Effective Complete-Web Recommender System, WWW2003, 20-24 May 2003, Budapest, Hungary, pp. 226-234.
30. 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.
31. 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.
2. Fan Zhang, Tingshao Zhu, Ang Li and Yilin Li, Xinguo Xu. A Survey of Web Behavior and Mental Health. 6th International Conference on Pervasive Computing and Application (ICPCA). Oct. 2011, Port Elizabeth, South Africa.
3. Xinguo Xu, Tingshao Zhu, Ruiquan Zhang, Li Lin, Ang Li, Wei Kang, Zhiqi Fang, Yue Ning and Yu Wang. Pervasive Mental Health Self-help based on Cognitive Behavior Therapy and Machine Learning. 6th International Conference on Pervasive Computing and Application (ICPCA). Oct. 2011, Port Elizabeth, South Africa.
4. Yilin Li, Tingshao Zhu, Ang Li and Fan Zhang, Xinguo Xu, Web Behavior and Personality : A Review. 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
5. Tingshao Zhu, Yue Ning, Ang Li, Xinguo Xu. Using Decision Tree to Predict Mental Health Status based on Web Behavior. 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
6. Yue Ning, Ang Li, Tingshao Zhu. Are Online Mood Labels A True Reflection of Our Experiences? 3rd International Symposium of Web Society (SWS). Oct. 2011, Port Elizabeth, South Africa.
7. Tingshao Zhu, Ang Li, Yue Ning, and Zengda Guan. Predicting Mental Health Status based on Web Usage Behavior. 2010 International Conference on Active Media Technology (AMT 2011), Sept. 2011, Lanzhou China.
8. 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.
9. Ruiquan Zhang, Baohui Sun, Wei Kang, Tingshao Zhu. GLOSS: A Social Networks-Based Recommender System. 5th International Conference on Pervasive Computing and Applications (ICPCA2010), Dec. 2010, Maribor, Slovenia, pp.122-127.
10. Zhiqi Fang, Yue Ning, Tingshao Zhu. Hot Keyword Identification for ExtractingWeb Public Opinion. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 116-121.
11. Baohui Sun, Wei Kang, Ruiquan Zhang, Zhiqi Fang, Xinguo Xu, Yue Ning, Ang Li, Tingshao Zhu. PsyCare: A Novel Framework for Online Psychological Counseling. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 56-61.
12. Yue Ning, Tingshao Zhu, Yan Wang. Affective-Word based Chinese Text Sentiment Classification. ICPCA2010, Dec. 2010, Maribor, Slovenia, pp. 111-115.
13. Tingshao Zhu, Xinguo Xu, Guohua Liu, Identifying Machine Query for an Intelligent Web Browser System, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp108-113.
14. Mi Shi, Xupei Li, Tingshao Zhu, Kan Shi, Nan Jiang, Gang Yang, The Relationship between Regulatory Emotional Self-efficacy, Big-Five Personality and Internet Events Attitude, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp61-65.
15. Ang LI, Tingshao ZHU, Ronghui LIU, An Exploratory Research on Behavior Sample of the Internet in Personality Assessment, 2010 2nd IEEE Symposium on Web Society, August 16-17, Beijing, China, 2010, pp744-748.
16. Tingshao Zhu, Clustering Web Users Based on Browsing Behavior, A. An et al. (Eds.): AMT 2010, LNCS 6335, pp. 530--537. Springer, Heidelberg (2010)
17. Xiaoqian Liu, Weiqiang Wang, Tingshao Zhu. Extracting Captions in Complex Background from Videos, ICPR2010, August 23-26, 2010, Istanbul, Turkey, pp.3232-3235.
18. Yanxiang Xu, Tiejian Luo,Tingshao Zhu, Haibo He. The Principles of Intention Computing. The 1st IEEE Symposium on Web Society, Lanzhou, China, August 2009, pp.242-249.
19. Su Chen, Tiejian Luo, Tingshao Zhu. A Second-order Markov Random Walk Approach for Collaborative Filtering. IEEE Symposium on Social Intelligence and Networking, Vancouver, Canada 2009, pp. 298-303.
20. 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, pp.86-89.
21. 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, pp. 754-763.
22. Tingshao Zhu, Russ Greiner, LILAC — Learn from Internet: Log, Annotation, and Content, AAAI Spring 2009 Symposium, March 2009, Palo Alto, CA, pp. 57-62.
23. 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.
24. Jiayuan Huang, Tingshao Zhu, Dale Schuurmans, Web Communities Identification from Random Walks, ECML/PKDD-06, 2006, pp.187-198.
25. Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price, Goal-Directed Site-Independent Recommendations from Passive Observations, AAAI-05, July 2005, Pittsburgh, Pennsylvania. pp. 549-557.
26. Tingshao Zhu, Russ Greiner, Gerald Häubl, Kevin Jewell, Bob Price, Using Learned Browsing Behavior Models to Recommend Relevant Web Pages, IJCAI-05, July 2005, Edinburgh, UK. pp. 1589-1591.
27. 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.
28. 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)
29. Tingshao Zhu, Russ Greiner, Gerald Häubl, An Effective Complete-Web Recommender System, WWW2003, 20-24 May 2003, Budapest, Hungary, pp. 226-234.
30. 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.
31. 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.
Research Interests
Web Behavior Analysis, CyberPsychology, Machine Learning, Data Mining