Probabilistic latent semantic indexing

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Probabilistic latent semantic indexing

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Annual ACM Conference on Research and Development in Information Retrieval archive
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval table of contents

Berkeley, California, United States

Pages: 50 - 57

Year of Publication: 1999

ISBN:1-58113-096-1

Author

Thomas Hofmann

International Computer Science Institute, Berkeley, CA & EECS Department, CS Division, UC Berkeley

Sponsor

SIGIR: ACM Special Interest Group on Information Retrieval

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 82, Downloads (12 Months): 642, Citation Count: 205

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

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	6	HOFMANN, T. Probabilistic latent semantic analysis. In Proceedings of the 15th Conference on Uncertainty in AI (1999).
	7	Thomas Hofmann , Jan Puzicha , Michael I. Jordan, Learning from dyadic data, Proceedings of the 1998 conference on Advances in neural information processing systems II, p.466-472, July 1999
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	Steve Cronen-Townsend , W. Bruce Croft, Quantifying query ambiguity, Proceedings of the second international conference on Human Language Technology Research, March 24-27, 2002, San Diego, California
	Shuguang Wang , Milos Hauskrecht, Improving biomedical document retrieval using domain knowledge, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Tao Li , Chris Ding , Yi Zhang , Bo Shao, Knowledge transformation from word space to document space, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Gui-Rong Xue , Wenyuan Dai , Qiang Yang , Yong Yu, Topic-bridged PLSA for cross-domain text classification, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Maryam Karimzadehgan , ChengXiang Zhai , Geneva Belford, Multi-aspect expertise matching for review assignment, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Protima Banerjee , Hyoil Han, Incorporation of corpus-specific semantic information into question answering context, Proceeding of the 2nd international workshop on Ontologies and nformation systems for the semantic web, October 30-30, 2008, Napa Valley, California, USA
	Xing Yi , James Allan, Evaluating topic models for information retrieval, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Hongbo Deng , Michael R. Lyu , Irwin King, Effective latent space graph-based re-ranking model with global consistency, Proceedings of the Second ACM International Conference on Web Search and Data Mining, February 09-12, 2009, Barcelona, Spain
	Daniel Ramage , Paul Heymann , Christopher D. Manning , Hector Garcia-Molina, Clustering the tagged web, Proceedings of the Second ACM International Conference on Web Search and Data Mining, February 09-12, 2009, Barcelona, Spain
	Bo Pang , Lillian Lee, Opinion Mining and Sentiment Analysis, Foundations and Trends in Information Retrieval, v.2 n.1-2, p.1-135, January 2008
	Chris Ding , Tao Li , Dijun Luo , Wei Peng, Posterior probabilistic clustering using NMF, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Shih-Fu Chang , Dan Ellis , Wei Jiang , Keansub Lee , Akira Yanagawa , Alexander C. Loui , Jiebo Luo, Large-scale multimodal semantic concept detection for consumer video, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
	Deng Cai , Xiaofei He , Wei Vivian Zhang , Jiawei Han, Regularized locality preserving indexing via spectral regression, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
	Jianping Zeng , Shiyong Zhang, Short communication: Variable space hidden Markov model for topic detection and analysis, Knowledge-Based Systems, v.20 n.7, p.607-613, October, 2007
	Yue Lu , Chengxiang Zhai, Opinion integration through semi-supervised topic modeling, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
	Xuanhui Wang , ChengXiang Zhai , Xiao Hu , Richard Sproat, Mining correlated bursty topic patterns from coordinated text streams, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
	Qiaozhu Mei , Deng Cai , Duo Zhang , ChengXiang Zhai, Topic modeling with network regularization, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
	Shenghuo Zhu , Kai Yu , Yun Chi , Yihong Gong, Combining content and link for classification using matrix factorization, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
	Michael Fleischman , Deb Roy, Unsupervised content-based indexing of sports video, Proceedings of the international workshop on Workshop on multimedia information retrieval, September 24-29, 2007, Augsburg, Bavaria, Germany
	Qiaozhu Mei , Hui Fang , ChengXiang Zhai, A study of Poisson query generation model for information retrieval, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
	Tieyun Qian , Hui Xiong , Yuanzhen Wang , Enhong Chen, On the strength of hyperclique patterns for text categorization, Information Sciences: an International Journal, v.177 n.19, p.4040-4058, October, 2007
	Xuanhui Wang , Hui Fang , ChengXiang Zhai, Improve retrieval accuracy for difficult queries using negative feedback, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
	Chong Wang , Jinggang Wang , Xing Xie , Wei-Ying Ma, Mining geographic knowledge using location aware topic model, Proceedings of the 4th ACM workshop on Geographical information retrieval, November 09-09, 2007, Lisbon, Portugal
	Lei Qin , Qingfang Zheng , Shuqiang Jiang , Qingming Huang , Wen Gao, Unsupervised texture classification: Automatically discover and classify texture patterns, Image and Vision Computing, v.26 n.5, p.647-656, May, 2008
	Jiangang Ma , Yanchun Zhang , Jing He, Efficiently finding web services using a clustering semantic approach, Proceedings of the 2008 international workshop on Context enabled source and service selection, integration and adaptation: organized with the 17th International World Wide Web Conference (WWW 2008), p.1-8, April 22-22, 2008, Beijing, China
	Tonya Custis , Khalid Al-Kofahi, A new approach for evaluating query expansion: query-document term mismatch, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
	Yue Zhou , Shuicheng Yan , Thomas S. Huang, Categorizing bi-object video activities using bag of segments and causality features, Proceeding of the 1st ACM workshop on Vision networks for behavior analysis, October 31-31, 2008, Vancouver, British Columbia, Canada
	Jie Tang , Jing Zhang , Limin Yao , Juanzi Li , Li Zhang , Zhong Su, ArnetMiner: extraction and mining of academic social networks, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Xu Ling , Qiaozhu Mei , ChengXiang Zhai , Bruce Schatz, Mining multi-faceted overviews of arbitrary topics in a text collection, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Young-Min Kim , Jean-François Pessiot , Massih Reza Amini , Patrick Gallinari, An extension of PLSA for document clustering, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Indrajit Bhattacharya , Shantanu Godbole , Sachindra Joshi, Structured entity identification and document categorization: two tasks with one joint model, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Jianping Zeng , Shiyong Zhang , Chengrong Wu, A framework for WWW user activity analysis based on user interest, Knowledge-Based Systems, v.21 n.8, p.905-910, December, 2008
	Deng Cai , Qiaozhu Mei , Jiawei Han , Chengxiang Zhai, Modeling hidden topics on document manifold, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Alkis Simitsis , Akanksha Baid , Yannis Sismanis , Berthold Reinwald, Multidimensional content eXploration, Proceedings of the VLDB Endowment, v.1 n.1, August 2008
	Pauli Miettinen, The Boolean column and column-row matrix decompositions, Data Mining and Knowledge Discovery, v.17 n.1, p.39-56, August 2008
	Phivos Mylonas , Thanos Athanasiadis , Manolis Wallace , Yannis Avrithis , Stefanos Kollias, Semantic representation of multimedia content: Knowledge representation and semantic indexing, Multimedia Tools and Applications, v.39 n.3, p.293-327, September 2008
	Juan Carlos Niebles , Hongcheng Wang , Li Fei-Fei, Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words, International Journal of Computer Vision, v.79 n.3, p.299-318, September 2008
	Jinwen Guo , Shengliang Xu , Shenghua Bao , Yong Yu, Tapping on the potential of q&a community by recommending answer providers, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Asela Gunawardana , Christopher Meek, Tied boltzmann machines for cold start recommendations, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
	Ajit P. Singh , Geoffrey J. Gordon, Relational learning via collective matrix factorization, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	István Bíró , Jácint Szabó , András A. Benczúr, Latent dirichlet allocation in web spam filtering, Proceedings of the 4th international workshop on Adversarial information retrieval on the web, April 22-22, 2008, Beijing, China
	Dingding Wang , Shenghuo Zhu , Tao Li , Yun Chi , Yihong Gong, Integrating clustering and multi-document summarization to improve document understanding, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Anne-Marie Tousch , Stéphane Herbin , Jean-Yves Audibert, Semantic lattices for multiple annotation of images, Proceeding of the 1st ACM international conference on Multimedia information retrieval, October 30-31, 2008, Vancouver, British Columbia, Canada
	Lei Wu , Xian-Sheng Hua , Nenghai Yu , Wei-Ying Ma , Shipeng Li, Flickr distance, Proceeding of the 16th ACM international conference on Multimedia, October 26-31, 2008, Vancouver, British Columbia, Canada
	Jianping Zeng , Shiyong Zhang, Incorporating topic transition in topic detection and tracking algorithms, Expert Systems with Applications: An International Journal, v.36 n.1, p.227-232, January, 2009
	Cane Wing-ki Leung , Stephen Chi-fai Chan , Fu-lai Chung, An empirical study of a cross-level association rule mining approach to cold-start recommendations, Knowledge-Based Systems, v.21 n.7, p.515-529, October, 2008
	Zhiwei Li , Lei Zhang , Wei-Ying Ma, Delivering online advertisements inside images, Proceeding of the 16th ACM international conference on Multimedia, October 26-31, 2008, Vancouver, British Columbia, Canada
	Dell Zhang , Robert Mao, Classifying networked entities with modularity kernels, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Wen-Yen Chen , Dong Zhang , Edward Y. Chang, Combinational collaborative filtering for personalized community recommendation, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Zi Huang , Heng Tao Shen , Jie Shao , Stefan Rüger , Xiaofang Zhou, Locality condensation: a new dimensionality reduction method for image retrieval, Proceeding of the 16th ACM international conference on Multimedia, October 26-31, 2008, Vancouver, British Columbia, Canada
	Shizhu Liu , Yuval Merhav , Wai Gen Yee , Nazli Goharian , Ophir Frieder, A sentence level probabilistic model for evolutionary theme pattern mining from news corpora, Proceedings of the 2009 ACM symposium on Applied Computing, March 08-12, 2009, Honolulu, Hawaii
	Xiang Wang , Kai Zhang , Xiaoming Jin , Dou Shen, Mining common topics from multiple asynchronous text streams, Proceedings of the Second ACM International Conference on Web Search and Data Mining, February 09-12, 2009, Barcelona, Spain
	ChengXiang Zhai, Statistical Language Models for Information Retrieval A Critical Review, Foundations and Trends in Information Retrieval, v.2 n.3, p.137-213, March 2008
	Berlin Chen, Word Topic Models for Spoken Document Retrieval and Transcription, ACM Transactions on Asian Language Information Processing (TALIP), v.8 n.1, p.1-27, March 2009
	Masashi Shimbo , Takahiko Ito , Daichi Mochihashi , Yuji Matsumoto, On the properties of von Neumann kernels for link analysis, Machine Learning, v.75 n.1, p.37-67, April 2009
	Xiaoguang Qi , Brian D. Davison, Web page classification: Features and algorithms, ACM Computing Surveys (CSUR), v.41 n.2, p.1-31, February 2009
	Xiaoguang Qi , Brian D. Davison, Web page classification: Features and algorithms, ACM Computing Surveys (CSUR), v.41 n.2, p.1-31, February 2009
	Yueting Zhuang , Weiming Lu , Jiangqin Wu, Latent Style Model: Discovering writing styles for calligraphy works, Journal of Visual Communication and Image Representation, v.20 n.2, p.84-96, February, 2009
	Hui-Chuan Chu , Tsung-Yi Chen , Chia-Jou Lin , Min-Ju Liao , Yuh-Min Chen, Development of an adaptive learning case recommendation approach for problem-based e-learning on mathematics teaching for students with mild disabilities, Expert Systems with Applications: An International Journal, v.36 n.3, p.5456-5468, April, 2009
	Yue Lu , ChengXiang Zhai , Neel Sundaresan, Rated aspect summarization of short comments, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
	Chen Lin , Jiang-Ming Yang , Rui Cai , Xin-Jing Wang , Wei Wang, Simultaneously modeling semantics and structure of threaded discussions: a sparse coding approach and its applications, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, July 19-23, 2009, Boston, MA, USA
	Xiangfeng Luo , Yi Du , Fangfang Liu , Zhian Yu , Weimin Xu, Merging element fuzzy cognitive maps, Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, January 15-16, 2009, Suwon, Korea
	Tahereh Emami Azadi , Farshad Almasganj, Using backward elimination with a new model order reduction algorithm to select best double mixture model for document clustering, Expert Systems with Applications: An International Journal, v.36 n.7, p.10485-10493, September, 2009
	Deng Cai , Xuanhui Wang , Xiaofei He, Probabilistic dyadic data analysis with local and global consistency, Proceedings of the 26th Annual International Conference on Machine Learning, p.105-112, June 14-18, 2009, Montreal, Quebec, Canada
	Laurence A. Park , Kotagiri Ramamohanarao, Efficient storage and retrieval of probabilistic latent semantic information for information retrieval, The VLDB Journal — The International Journal on Very Large Data Bases, v.18 n.1, p.141-155, January 2009
	Hitohiro Shiozaki , Koji Eguchi , Takenao Ohkawa, Entity Network Prediction Using Multitype Topic Models, IEICE - Transactions on Information and Systems, v.E91-D n.11, p.2589-2598, November 2008
	Mingcheng Qu , Guang Qiu , Xiaofei He , Cheng Zhang , Hao Wu , Jiajun Bu , Chun Chen, Probabilistic question recommendation for question answering communities, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
	Hai-Tao Zheng , Bo-Yeong Kang , Hong-Gee Kim, Exploiting noun phrases and semantic relationships for text document clustering, Information Sciences: an International Journal, v.179 n.13, p.2249-2262, June, 2009
	Shuoyan Liu , De Xu , Xu Yang, Adaptively Combining Local with Global Information for Natural Scenes Categorization, IEICE - Transactions on Information and Systems, v.E91-D n.7, p.2087-2090, July 2008
	Yu-Ru Lin , Jimeng Sun , Paul Castro , Ravi Konuru , Hari Sundaram , Aisling Kelliher, Extracting community structure through relational hypergraphs, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
	Munmun De Choudhury , Hari Sundaram , Ajita John , Dorée Duncan Seligmann, What makes conversations interesting?: themes, participants and consequences of conversations in online social media, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
	Hiroyuki Shinnou , Minoru Sasaki, Ensemble document clustering using weighted hypergraph generated by NMF, Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions, June 25-27, 2007, Prague, Czech Republic
	Flora S. Tsai , Yun Chen , Kap Luk Chan, Probabilistic Latent Semantic Analysis for Search and Mining of Corporate Blogs, Proceeding of the 2008 conference on Applications of Data Mining in E-Business and Finance, p.63-73, June 26, 2008
	Jiafeng Guo , Gu Xu , Xueqi Cheng , Hang Li, Named entity recognition in query, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, July 19-23, 2009, Boston, MA, USA
	Gu Xu , Shuang-Hong Yang , Hang Li, Named entity mining from click-through data using weakly supervised latent dirichlet allocation, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Jonathan Chang , Jordan Boyd-Graber , David M. Blei, Connections between the lines: augmenting social networks with text, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Haijun Zhang , Tommy W. S. Chow , M. K. M. Rahman, A new dual wing harmonium model for document retrieval, Pattern Recognition, v.42 n.11, p.2950-2960, November, 2009
	Xiaohui Wu , Jun Yan , Ning Liu , Shuicheng Yan , Ying Chen , Zheng Chen, Probabilistic latent semantic user segmentation for behavioral targeted advertising, Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising, p.10-17, June 28-28, 2009, Paris, France
	Stefan Siersdorfer , Sergej Sizov, Social recommender systems for web 2.0 folksonomies, Proceedings of the 20th ACM conference on Hypertext and hypermedia, June 29-July 01, 2009, Torino, Italy
	Jie Tang , Jimeng Sun , Chi Wang , Zi Yang, Social influence analysis in large-scale networks, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Zhen Guo , Shenghuo Zhu , Yun Chi , Zhongfei Zhang , Yihong Gong, A latent topic model for linked documents, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, July 19-23, 2009, Boston, MA, USA
	Honglei Guo , Huijia Zhu , Zhili Guo , XiaoXun Zhang , Zhong Su, Address standardization with latent semantic association, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Tianbao Yang , Rong Jin , Yun Chi , Shenghuo Zhu, Combining link and content for community detection: a discriminative approach, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Deepak Agarwal , Bee-Chung Chen, Regression-based latent factor models, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Peter D. Turney, The latent relation mapping engine: algorithm and experiments, Journal of Artificial Intelligence Research, v.33 n.1, p.615-655, September 2008
	Xing Wei , Jimeng Sun , Xuerui Wang, Dynamic mixture models for multiple time series, Proceedings of the 20th international joint conference on Artifical intelligence, p.2909-2914, January 06-12, 2007, Hyderabad, India
	Maguelonne Héritier , Langis Gagnon , Samuel Foucher, Places clustering of full-length film key-framesusing latent aspect modeling over SIFT matches, IEEE Transactions on Circuits and Systems for Video Technology, v.19 n.6, p.832-841, June 2009