教育經歷
1996 ~ 1999,中國科學院計算技術研究所 博士研究生
1994 ~ 1996,中國人民大學信息學院 碩士研究生
1990 ~ 1994,中國人民大學信息學院 本科生
工作經歷
2013 ~ 至今, 中國人民大學信息學院 教授,國家“千人計畫”特聘專家
1999 ~ 2013,微軟亞洲研究院 歷任副研究員、研究員、項目負責人、主任研究員、高級研究員
研究方向
網際網路大數據管理、信息檢索(網際網路搜尋),數據挖掘和機器學習,尤其關注跨領域的研究和大規模數據管理系統的開發。
科研成果
科研
20世紀90年代末,在人大本碩畢業、中科院計算所獲博士學位後,文繼榮作為首批研究人員加入微軟亞洲研究院。之後14年,他專注於信息檢索、數據挖掘等領域,獲得了50多項美國專利。他所領導的研究團隊在網際網路搜尋和數據挖掘領域做出了一系列開創性工作,開發出了微軟學術搜尋、人立方等具有廣泛影響力的網際網路套用。
2013年,文繼榮作為國家“千人計畫”特聘專家被引入人大。為支持信息學科建設,學校專門建立了大數據中心,供文繼榮帶領團隊開展研究。
教學生、做科研、強管理,文繼榮的職業生涯面臨全新的挑戰,但他心嚮往之。尤其是在人文社科學科實力雄厚的人大,如何帶領信息學院走出特色發展之路,是他思考並推進的主要工作。他馬不停蹄地規劃設立新機構,推動交叉學科發展,走訪各學院了解情況,與相關單位企業交流並尋求合作……在他的願景中,未來,金融、法律、新聞、歷史等所有學科都可以用大數據方式,實現全面數位化研究。大數據分析將幫助人文社科研究探索新規律、新模型。
2017年,“砥礪奮進的五年”大型成就展上,他帶領團隊研發的“全國網路扶貧行動大數據分析平台”備受矚目。這一平台通過對2000多家媒體網站數據及扶貧行動等數據深度整合分析,可直觀反映貧困縣網路覆蓋、農村電商、網路扶智、信息服務、網路公益等5大工程進展情況,此外還可提供各地特色信息,如各縣土特產品的銷量等。這一平台現已被國家相關部門套用,為精準評估各地網路扶貧效果、促進扶貧成果真實落地惠及民眾提供了參考。這項工作讓文繼榮有巨大的“成就感”,因為他“在正確的地方做了正確的事情”。
除專業課外,文繼榮還牽頭開設了一門面向全校人文社科專業學生的選修課程《大數據分析導論》。
除了指導10多個研究生外,文繼榮手頭還有3個國家級及北京市級的研究課題。
論文
Zaiqing Nie, Ji-Rong Wen and Wei-Ying Ma, Statistical Entity Extraction From the Web, Proceedings of the IEEE 100(9): 2675-2687 (2012)
Yang Liu, Ruihua Song, Yu Chen, Jian-Yun Nie and Ji-Rong Wen, Adaptive Query Suggestion for Difficult Queries, SIGIR 2012
Wei Song, Qing Yu, Zhiheng Xu, Ting Liu, Sheng Li and Ji-Rong Wen, Multi-Aspect Query Summarization by Compositing Query, SIGIR 2012
Iwata, M., Sakai, T., Yamamoto, T., Chen, Y., Liu, Y., Ji-Rong Wen and Nishio, S., AspecTiles: Tile-based Visualization of Diversified Web Search Results, SIGIR 2012
Zhicheng Dou, Sha Hu, Yulong Luo, Ruihua Song, Ji-Rong Wen: Finding dimensions for queries, CIKM 2011
Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, Ji-Rong Wen: Multi-dimensional search result diversification. WSDM 2011
Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, Ji-Rong Wen: BioSnowball: automated population of Wikis. SIGKDD 2010
Zhicheng Dou, Ruihua Song, Jian-Yun Nie, Ji-Rong Wen, Using Anchor Texts with Their Hyperlink Structure for Web Search. SIGIR 2009
Huibin Zhang, Mingjie Zhu, Shuming Shi, Ji-Rong Wen, Employing Topic Models for Pattern-based Semantic Class Discovery. ACL 2009
Jun Zhu, Zaiqing Nie, Xiaojiang Liu, Bo Zhang, Ji-Rong Wen, StatSnowball: a Statistical Approach to Extracting Entity Relationships, WWW 2009
Jun Zhu, Zaiqing Nie, Bo Zhang, Ji-Rong Wen, Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction. In the Journal of Machine Learning Research (JMLR), 9(Jul):1583--1614, 2008
Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang and Hsiao-Wuen Hon, Webpage Understanding: An Integrated Approach, The 13th International Conference on Knowledge Discovery and Data Mining, SIGKDD 2007
Shuyi Zheng, Ruihua Song, Di Wu and Ji-Rong Wen, Joint Optimization of Wrapper Generation and Template Detection, The 13th International Conference on Knowledge Discovery and Data Mining, SIGKDD 2007
Ji-Rong Wen and Wei-Ying Ma, Webstudio: Building Infrastructure for Web Data Management. SIGMOD 2007 (industrial paper)
Zaiqing Nie, Ji-Rong Wen and Wei-Ying Ma, Object-level Vertical Search, The Third Biennial Conference on Innovative Data Systems Research, CIDR 2007
Zhicheng Dou, Ruihua Song, and Ji-Rong Wen. A Large-scale Evaluation and Analysis of Personalized Search Strategies, The 16th international World Wide Web conference, WWW 2007
Zaiqing Nie, Yunxiao Ma, Shuming Shi, Ji-Rong Wen and Wei-Ying Ma, Web Object Retrieval, The 16th international World Wide Web conference, WWW 2007
Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang and Wei-Ying Ma, Simultaneous Record Detection and Attribute Labeling in Web Data Extraction, SIGKDD 2006
Ping Wu, Ji-Rong Wen, Huan Liu and Wei-Ying Ma, Query Selection Techniques for Efficient Structured Web Source Crawling, The 22nd International Conference on Data Engineering (ICDE 2006), April 3-7, Atlanta, GA, 2006
Jun Zhu, Zaiqing Nie, Ji-Rong Wen, Bo Zhang and Wei-Ying Ma, 2D Conditional Random Fields for Web Information Extraction, The 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August, 2005
Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song and Wei-Ying Ma, Gravitation-Based Model for Information Retrieval, The 28th Annual International ACM SIGIR Conference (SIGIR 2005), August 2005
Zaiqing Nie, Yuanzhi Zhang, Ji-Rong Wen and Wei-Ying Ma, Object-Level Ranking: Bringing Order to Web Objects, WWW 2005
Jiying Wang, Ji-Rong Wen, Fred Lochovsky and Wei-Ying Ma, Instance-based Schema Matching for Web Databases by Domain-specific Query Probing, VLDB 2004
Ji-Rong Wen, Ni Lao and Wei-Ying Ma, Probabilistic Model for Contextual Retrieval, SIGIR 2004
Deng Cai, Shipeng Yu, Ji-Rong Wen and Wei-Ying Ma, Block-based Web Search, SIGIR 2004
Deng Cai, Xiaofei He, Ji-Rong Wen and Wei-Ying Ma, Block-Level Link Analysis, SIGIR 2004
Ruihua Song, Haifeng Liu, Ji-Rong Wen and Wei-Ying Ma, Learning Block Importance Models for Web Pages, WWW 2004
Cong Li, Ji-Rong Wen and Hang Li, Text Classification Using Stochastic Keyword Generation, The Twentieth International Conference on Machine Learning (ICML 2003)
Shipeng Yu, Deng Cai, Ji-Rong Wen and Wei-Ying Ma, Improving Pseudo-Relevance Feedback in Web Information Retrieval Using Web Page Segmentation, WWW 2003
Hang Cui, Ji-Rong Wen, Jian-Yun Nie and Wei-Ying Ma, Query Expansion by Mining User Logs, IEEE Transaction on Knowledge and Data Engineering, Vol. 15, No. 4, pp. 829-839, July/August 2003
Hang Cui, Ji-Rong Wen, Jian-Yun Nie and Wei-Ying Ma, Probabilistic Query Expansion using Query Logs, WWW 2002
Ji-Rong Wen, Jian-Yun and Hong-Jiang Zhang, Query Clustering Using User Logs, ACM Transactions on Information Systems (ACM TOIS), 20(1), 59-81, January, 2002
Ji-Rong Wen, Jian-Yun Nie and Hong-Jiang Zhang, Clustering User Queries of a Search Engine, Proceeding of the Tenth World Wide Web conference (WWW10), 162-168, Hong Kong, May, 2001