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Optimizing top-k retrieval: submodularity analysis and search strategies
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  • 分类:TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] TP311.13[自动化与计算机技术—计算机软件与理论;自动化与计算机技术—计算机科学与技术]
  • 作者机构:[1]School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, Shanghai 200433, China, [2]Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai 200062, China, [3]Department of Computer Science and Information Systems, Birkbeck, University of London, London WCIE 7HX, UK
  • 相关基金:This work was supported by the National Natural Science Foundation of China (Grant Nos. 61572135 and 61170085), 973 project (2010CB328106), Program for New Century Excellent Talents in China (NCET-10-0388).
中文摘要:

E-mail: cfsha@ fudan.edu.cn,Chaofeng Sha is an associate professor in Fudan University, China. He received the BS degree in applied mathematics in 1998 from Xidian University, China, the MS de- gree in 2001 and the PhD degree in 2009 from Fudan University, China, both in com- puter science. Since 2001, he has been in the School of Computer Science at Fudan University. His work is in the area of data mining and data manage- ment. Keqiang Wang received the bachelor de- gree from East China Normal University (ECNU), China in 2012. He is currently a PhD student at ECNU. His research inter- ests mainly focus on recommender system and data mining. Dell Zhang is a senior lecturer in the De- partment of Computer Science and Infor- mation Systems at Birkbeck, University of London (UOL), UK. He is also a se- nior member of ACM, a senior member of IEEE, and a Fellow of RSS. He joined Birk- beck in 2005. Before he moved to the UK, he was a research fellow at the Singapore-MIT Alliance. His research is on the theme of improving infor- mation retrieval and organisafion through machine learning or data mining. Xiaoling Wang received the bachelor, mas- ter, and doctoral degrees from Southeast- em University, China in 1997, 2000, and 2003, respectively. She is currently a pro- fessor and vice dean in Software Engineer- ing Institute, East China Normal Univer- sity (ECNU), China. She was an assistant professor and an associate professor at Fudan University from 2003 to 2008, and joined ECNU in 2008. She achieved the Programs of New-Century Talent of Ministry of Ed- ucation of China. Her research interests mainly include Web data management, data mining and data service technology. Aoying Zhou is a professor in computer science at East China Normal University (ECNS), China, where he is heading the In- stitute of Massive Computing. Before join- ing ECNU in 2008, he worked for Fudan University at the Computer Science De- partment for 15 years. He is the winner of the National Science Fund for Distin-guished Youn

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