THUIR
Shaoping Ma

Shaoping Ma

马少平

Professor, Dept. of Computer Science & Technology, Tsinghua University

Email: msp@tsinghua.edu.cn

Phone: 010-62783191

Fax: 010-62782266

Weibo

马少平

清华大学计算机系教授，博士生导师。

1982年7月毕业于清华大学计算机系，1984年10月获得清华大学计算机系硕士学位后留校任教，1991年7月至1992年7月在日本学习，1997年6月在职获得清华大学计算机系博士学位。主要研究方向为智能信息处理和信息检索。现任中国人工智能学会会士、副理事长，中国中文信息学会副理事长。

部分发表论文

  • 2018年

    • Xiaohui Xie, Yiqun Liu, Maarten de Rijke, Jiyin He, Min Zhang and Shaoping Ma. Why People Search for Images using Web Search Engines. The eleventh ACM International Conference on Web Search and Data Mining (WSDM 2018)
    • Ning Su, Jiyin He, Yiqun Liu, Min Zhang and Shaoping Ma. User Intent, Behaviour, and Perceived Satisfaction in Product Search. The eleventh ACM International Conference on Web Search and Data Mining (WSDM 2018)

  • 2017年

    • Xiangsheng Li, Cheng Luo, Yiqun Liu and Shaoping Ma. Chinese Translation of SIGIR Forum 2017
    • Yiqun Liu, Chao Wang, Min Zhang and Shaoping Ma. User behavior modeling for better web search ranking. Frontiers in Computer Science 2017.
    • Ye Chen, Yiqun Liu, Min Zhang and Shaoping Ma. User Satisfaction Prediction with Mouse Movement Information in Heterogeneous Search Environment. IEEE Transactions on Knowledge and Data Engineering. (TKDE)
    • Fan Zhang, Yiqun Liu, Xin Li, Min Zhang, Yinghui Xu and Shaoping Ma. Evaluating Web Search with a Bejeweled Player Model. The 39th ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR2017 Best Student Paper Award).
    • Cheng Luo, Yiqun Liu, Tetsuya Sakai, Fan Zhang, Min Zhang and Shaoping Ma. Evaluating Mobile Search with Height-Biased Gain. The 39th ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR2017).
    • Ye Chen, Ke Zhou, Yiqun Liu, Min Zhang and Shaoping Ma. Meta-evaluation of Online and Offline Web Search Evaluation Metrics. (SIGIR2017).
    • Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang and Shaoping Ma. Investigating Examination Behavior of Image Search Users. (SIGIR2017).
    • Jiaxin Mao, Yiqun Liu, Huanbo Luan, Min Zhang and Shaoping Ma. Understanding and Predicting Usefulness Judgment in Web Search. (Short paper). (SIGIR2017).
    • Cheng Luo, Yukun Zheng, Yiqun Liu, Xiaochuan Wang, Jingfang Xu, Min Zhang and Shaoping Ma. SogouT-16: A New Web Corpus to Embrace IR Research. (Short paper). (SIGIR2017).
    • Zeyang Liu, Jiaxin Mao, Chao Wang, Qingyao Ai, Yiqun Liu, Jian-Yun Nie. Enhancing click models with mouse movement information. Information Retrieval Journal, 20(1), 53-80.
    • Xiao Lin, Min Zhang, Yongfeng Zhang, Yiqun Liu and Shaoping Ma. Learning and Transferring Social and Item Visibilities for Personalized Recommendation. (CIKM 2017).
    • Bin Liu, Min Zhang, Weizhi Ma, Xin Li, Yiqun Liu and Shaoping Ma. A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data. (CIKM 2017).
    • Yuli Liu, Yiqun Liu, Ke Zhou, Min Zhang and Shaoping Ma. Detecting Collusive Spamming Activities in Community Question Answering. (WWW 2017).
    • Yingying Wu, Yiqun Liu, Ning Su, Shaoping Ma and Wenwu Ou. Predicting Search Satisfaction with Electrodermal Activity. (WWW 2017).
    • Cheng Luo, Yiqun Liu, Tetsuya Sakai, Ke Zhou, Fan Zhang, Xue Li and Shaoping Ma. Does Document Relevance Affect the Searcher's Perception of Time? (WSDM 2017)
    • Xin Li, Yiqun Liu, Rongjie Cai and Shaoping Ma. Investigation of User Search Behavior While Facing Heterogeneous Search Services. (WSDM 2017)
    • Cheng Luo, Xue Li, Yiqun Liu, Tetsuya Sakai, Fan Zhang, Min Zhang and Shaoping Ma. Investigating Users' Time Perception during Web Search. (CHIIR 2017).

  • 2016年

    • Yiqun Liu, Xiaohui Xie, Chao Wang, Jian-Yun Nie, Min Zhang and Shaoping Ma. Time-Aware Click Model. ACM Transactions on Information Systems (TOIS).
    • Cheng Luo, Yiqun Liu, Min Zhang, and Shaoping Ma. Search Success Evaluation with Translation Model. (AIRS2016 Best Paper Honorable Mention).
    • Yuli Liu, Yiqun Liu, Ke Zhou, Min Zhang and Shaoping Ma. Detecting Promotion Campaigns in Query Auto Completion. (CIKM 2016).
    • Yiqun Liu, Zeyang Liu, Ke Zhou, Meng Wang, Huanbo Luan, Chao Wang, Min Zhang, Shaoping Ma. Predicting Search User Examination with Visual Saliency Information. (SIGIR2016).
    • Jiaxin Mao, Yiqun Liu, Ke Zhou, Jian-Yun Nie, Min Zhang, Shaoping Ma. When does Relevance Mean Usefulness and User Satisfaction in Web Search? (SIGIR2016).
    • Yuli Liu, Yiqun Liu, Min Zhang and Shaoping Ma. Pay Me and I'll Follow You: Detection of Crowdturfing Following Activities in Microblog Environment. (IJCAI2016).
    • Chao Wang, Yiqun Liu, Shaoping Ma. Building a click model: From idea to practice. CAAI Transactions on Intelligence Technology.
    • Yunzhi Tan, Min Zhang, Yiqun Liu and Shaoping Ma. Rating-Boosted Latent Topics: Understanding Users and Items with Ratings and Reviews. (IJCAI2016)
    • Weizhi Ma, Min Zhang, Yiqun Liu and Shaoping Ma. Multi-grained Role Labeling Based on Multi-modality Information for Real Customer Service Telephone Conversation. (IJCAI2016)
    • Yongfeng Zhang, Qi Zhao, Yi Zhang, Daniel Friedman, Min Zhang, Yiqun Liu, Shaoping Ma. Economic Recommendation with Surplus Maximization. (WWW 2016).
    • Cheng Luo, Fan Zhang, Xue Li, Yiqun Liu, Min Zhang, Shaoping Ma. Manipulating Time Perception of Web Search Users. (CHIIR 2016).

  • 2015年

    • Chao Wang, Yiqun Liu, Meng Wang, Ke Zhou, Jian-Yun Nie, Shaoping Ma. Incorporating Non-sequential Behavior into Click Models. (SIGIR2015 Best Paper Honorable Mention).
    • Ye Chen, Yiqun Liu, Ke Zhou, Min Zhang, Shaoping Ma. Does Vertical Bring more Satisfaction? Predicting Search Satisfaction in a Heterogeneous Environment. (CIKM 2015)
    • Fei Jiang, Yiqun Liu, Huanbo Luan, Jiashen Sun, Xuan Zhu, Min Zhang, Shaoping Ma. Microblog Sentiment Analysis with Emoticon Space Model. (JCST).
    • Yiqun Liu, Ye Chen, Jinhui Tang, Jiashen Sun, Min Zhang, Shaoping Ma, Xuan Zhu. Different users, Different Opinions: Predicting Search Satisfaction with Mouse Movement Information. (SIGIR2015).
    • Zeyang Liu, Yiqun Liu, Ke Zhou, Min Zhang, Shaoping Ma. Influence of Vertical Result in Web Search Examination. (SIGIR2015).
    • Huiqi Hu, Yiqun Liu, Guoliang Li, Jianhua Feng. A Location-Aware Publish/Subscribe Framework for Parameterized Spatio-Textual Subscriptions. (ICDE 2015)
    • Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma, Xuan Zhu, Jiashen Sun. Detecting Promotion Campaigns in Community Question Answering. (IJCAI 2015).
    • Yongfeng Zhang, Min Zhang, Yi Zhang, Yiqun Liu and Shaoping Ma. Daily-Aware Personalized Recommendation based on Feature-Level Time Series Analysis. (WWW2015)
    • Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Shaoping Ma. Catch the Black Sheep: Unified Shilling Attack Detection based on Fraudulent Action Propagation. (IJCAI 2015).

  • 2014年

    • Yiqun Liu, Ruihua Song, Min Zhang, Zhicheng Dou, Takehiro Yamamoto, Makoto Kato, Hiroaki Ohshima, Ke Zhou. Overview of the NTCIR-11 IMine Task. Proceedings of the 11th NTCIR conference.
    • Yiqun Liu, Chao Wang, Ke Zhou, Jianyun Nie, Min Zhang, Shaoping Ma. From Skimming to Reading: A Two-stage Examination Model for Web Search. (CIKM 2014)
    • Yongfeng Zhang, Min Zhang, Yi Zhang, Yiqun Liu, Shaoping Ma. Understanding the Sparsity: Augmented Matrix Factorization with Sampled Constraints on Unobservables. (CIKM 2014)
    • Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma, Yijiang Jin and Liyun Ru. Search Engine Click Spam Detection Based on Bipartite Graph Propagation. (WSDM 2014).
    • Yongfeng Zhang, Guokun Lai, Min Zhang, Yi Zhang, Yiqun Liu, Shaoping Ma. Explicit Factor Models for Explainable Recommendation based on Phrase-level Sentiment Analysis. (SIGIR 2014).
    • Fei Chen, Yiqun Liu, Jian Li, Min Zhang and Shaoping Ma. A Pruning Algorithm for Optimal Diversified Search. (WWW2014).

  • 2013年

    • Qianli Xing, Yiqun Liu, Min Zhang, Shaoping Ma, Jianyun Nie, Kuo Zhang. Incorporating User Preferences into Click Models. (CIKM 2013)
    • Yongfeng Zhang, Min Zhang, Yiqun Liu, Shaoping Ma and Shi Feng. Localized Matrix Factorization for Recommendation based on Matrix Block Diagonal Forms. (WWW2013).
    • Chao Wang, Yiqun Liu, Min Zhang, Shaoping Ma, Meihong Zheng, Jing Qian, Kuo Zhang. Incorporating Vertical Results into Search Click Models. (SIGIR 2013).

  • 2012年

    • Yiqun Liu, Yufei Xue, Danqing Xu, Ronwei Cen, Min Zhang, Shaoping Ma, Liyun Ru. Constructing a Reliable Web Graph with Information on Browsing Behavior. Decision Support Systems.
    • Chao Wei, Yiqun Liu, Min Zhang, Liyun Ru, Shaoping Ma, Kuo Zhang. Fighting against Web Spam: A Novel Propagation Method based on Click-through Data. (SIGIR2012).
    • Danqing Xu, Yiqun Liu, Min Zhang and Shaoping Ma. Incorporating Revisiting Behaviors into Click Models. (WSDM 2012). PDF
    • Yiqun Liu, Fei Chen, Weize Kong, Huijia Yu, Min Zhang, Shaoping Ma, Liyun Ru. Identifying Web Spam with the Wisdom of the Crowds. ACM Transaction on the Web.

  • 2011年

    • Yiqun Liu, Junwei Miao, Min Zhang, Shaoping Ma, Liyun Ru. How Do Users Describe Their Information Need: Query Recommendation based on Snippet Click Model. Expert Systems With Applications.
    • Bo Zhou, Yiqun Liu, Min Zhang, Yijiang Jin, Shaoping Ma. Incorporating Web Browsing Information into Anchor Texts for Web Search. Information Retrieval.
    • Danqing Xu, Yiqun Liu, Min Zhang, Liyun Ru, Shaoping Ma. Predicting Epidemic Tendency through Search Behavior Analysis. (IJCAI-11).

  • 2010年

    • Rongwei Cen, Yiqun Liu, Min Zhang, Liyun Ru, Shaoping Ma. Reliable Analysis for the Behavior of Web Retrieval Users. Journal of Software. PDF
    • Rongwei Cen, Yiqun Liu, Min Zhang, Liyun Ru, Shaoping Ma. Study language models with specific user goals. (WWW 2010).
    • Weize Kong, Yiqun Liu, Shaoping Ma and Liyun Ru. Detecting epidemic tendency by mining search logs. (WWW 2010).

研究项目

国家项目

  • 下一代信息检索研究，自然科学基金重点项目，与哈工大、中科院软件所共同承担
  • 基于内容的多媒体信息检索，"973"项目二级课题
  • 基于语义挖掘的智能搜索技术与评价方法，"863"项目
  • 智能信息处理的理论与方法，自然科学基金优秀创新群体项目
  • 主题无关的高质量WEB页面预选与检索，自然科学基金
  • 包含识别错误的汉语文本检索研究，自然科学基金
  • 智能信息获取理论、方法及其在网上的应用，973项目二级课题
  • 中文古籍数字化方法与系统，863项目

部委项目

  • 精品课内容专用搜索引擎，教育部
  • 互联网多媒体信息内容分析相关项目，北京市广播电视局
  • 互联网相关某项目，国家广电总局

企业项目

  • Automatic Search Engine Evaluation Using Click-through Data，微软Internet Service项目
  • 用于搜索的中文垃圾网页判别，微软项目
  • Effective information finding and extraction，IBM项目
  • 清华—搜狐搜索技术联合实验室项目（多个）
  • 基于互联网的领域相关的情感分析资源构建，富士通项目
  • 互联网软件信息专用搜索项目，横向合作
  • 大型中文古籍识别系统，横向合作

专利

  • Yiqun Liu, Min Zhang, Yijiang Jin, Shaoping Ma. An automatic method for search engine performance evaluation. Application No. 200610144289.X, Authorized No. CN100440224C.
  • Yiqun Liu, Min Zhang, Shaoping Ma. A method for locating news pages on the Web. Application No. 200810117516.9. Authorized No. CN101329687.
  • Yiqun Liu, Shaoping Ma, Min Zhang, Yijiang Jin, Kuo Zhang, Liyun Ru. A method and corresponding equipments for synonym extraction. Application No. 200910087076.1. Authorized No. CN101576916
  • Cenrong Wei, Yiqun Liu, Min Zhang, Shaoping Ma. A method for search result reranking based on user behavior anlaysis. Application No. 200710099594.6, Authorized No. CN101055587.
  • Cenrong Wei, Yiqun Liu, Min Zhang, Shaoping Ma. An automatic method for locating key resource pages on the Web. Application No. 200710098531.9, Authorized No. CN101105801.
  • Bo Zhou, Yiqun Liu, Min Zhang, Shaoping Ma. A method of query correction for Chinese search engines. Application No. 200810224323.3. Authorized No. CN101369285.
  • Junwei Miao, Yiqun Liu, Min Zhang, Yijiang Jin, Shaoping Ma, Kuo Zhang, Liyun Ru. Method and system for internet context advertising. Application No. 200910088943.3.
  • Qi Fang, Yiqun Liu, Shaoping Ma, Min Zhang, Yijiang Jin, Zijian Tong, Liyun Ru. A method for Web page recommendation based on Web accsess log analysis. Application No. 200910236869.5.
  • Bo Zhou, Yiqun Liu, Min Zhang, Yijiang Jin, Shaoping Ma, Liyun Ru, Lei Yang. Method and system for Web page description based on browsing behavior. Application No. 201010109570.6.
  • Bo Zhou, Yiqun Liu, Min Zhang, Yijiang Jin, Shaoping Ma, Liyun Ru, Lei Yang. Method and system for Web page description based on search engine interaction behavior. Application No. 201010109586.7.

著述

马少平，朱小燕，人工智能，清华大学出版社

林尧瑞，马少平，人工智能导论，清华大学出版社

林尧瑞，陆玉昌，马少平，IBM-PC计算机人工智能语言——GCLISP和micro-PROLOG，清华大学出版社

刘奕群，马少平，洪涛，刘子正，搜索引擎技术基础，清华大学出版社