• 
  Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002. ACM 2002
• 
  Ophir Frieder: On scalable information retrieval systems. 1

Pattern discovery and forecasting

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  Deepayan Chakrabarti, Christos Faloutsos: F4: large-scale automated forecasting using fractals. 2-9
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  Chun Tang, Aidong Zhang: An iterative strategy for pattern discovery in high-dimensional data sets. 10-17
• 
  Jian Pei, Jiawei Han, Wei Wang: Mining sequential patterns with constraints in large databases. 18-25

Web search 1

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  Pável Calado, Altigran Soares da Silva, Rodrigo C. Vieira, Alberto H. F. Laender, Berthier A. Ribeiro-Neto: Searching web databases by structuring keyword-based queries. 26-33
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  Chiasen Chung, Charles L. A. Clarke: Topic-oriented collaborative crawling. 34-42
• 
  J. Ben Schafer, Joseph A. Konstan, John Riedl: Meta-recommendation systems: user-controlled integration of diverse recommendations. 43-51
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  Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel: Removing redundancy and inconsistency in memory-based collaborative filtering. 52-59

Data warehousing and OLAP

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  Zheng Xuan Loh, Tok Wang Ling, Chuan-Heng Ang, Sin Yeung Lee: Analysis of pre-computed partition top method for range top-k queries in OLAP data cubes. 60-67
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  Bin Liu, Songting Chen, Elke A. Rundensteiner: Batch data warehouse maintenance in dynamic environments. 68-75
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  Sam Yuan Sung, Zhao Li, Sun Peng: A fast filtering scheme for large database cleansing. 76-83
• 
  Mohamed A. Sharaf, Panos K. Chrysanthis: Semantic-based delivery of OLAP summary tables in wireless environments. 84-92
• 
  Christos Faloutsos: Future directions in data mining: streams, networks, self-similarity and power laws. 93

Image similarity search systems

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  Philippe Mulhem, Joo-Hwee Lim: Symbolic photograph content-based retrieval. 94-101
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  Renato O. Stehling, Mario A. Nascimento, Alexandre X. Falcão: A compact and efficient image retrieval approach based on border/interior pixel classification. 102-109
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  Ali Saman Tosun, Hakan Ferhatosmanoglu: Vulnerabilities in similarity search based systems. 110-117

XML query processing

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  Mong-Li Lee, Boon Chin Chua, Wynne Hsu, Kian-Lee Tan: Efficient evaluation of multiple queries on streaming XML data. 118-125
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  Leonidas Fegaras, David Levine, Sujoe Bose, Vamsi Chaluvadi: Query processing of streamed XML data. 126-133
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  Shurug Al-Khalifa, H. V. Jagadish: Multi-level operator combination in XML query processing. 134-141

XML transactions

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  Torsten Grabs, Klemens Böhm, Hans-Jörg Schek: XMLTM: efficient transaction management for XML documents. 142-152
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  Franky Lam, Nicole Lam, Raymond K. Wong: Efficient synchronization for mobile XML data. 153-160
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  Hasan M. Jamil, Giovanni A. Modica: An object-oriented extension of XML for autonomous web applications. 161-168

Caching

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  Wenwu Lou, Hongjun Lu: Efficient prediction of web accesses on a proxy server. 169-176
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  Khalil Amiri, Sanghyun Park, Renu Tewari: A self-managing data cache for edge-of-network web applications. 177-185
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  Takahiro Hara: Cooperative caching by mobile clients in push-based information systems. 186-193

Information extraction and text segmentation

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  Ayman Farahat, Geoffrey Nunberg, Francine Chen: AuGEAS: authoritativeness grading, estimation, and sorting. 194-202
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  Binyamin Rosenfeld, Ronen Feldman, Yonatan Aumann: Structural extraction from visual layout of documents. 203-210
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  Thorsten Brants, Francine Chen, Ioannis Tsochantaridis: Topic-based document segmentation with probabilistic latent semantic analysis. 211-218

Sequence similarity search and access methods

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  Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos: How to improve the pruning ability of dynamic metric access methods. 219-226
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  Yangjun Chen, Dunren Che, Karl Aberer: On the efficient evaluation of relaxed queries in biological databases. 227-236
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  A. Prasad Sistla, Tao Hu, Vikas Chowdhry: Similarity based retrieval from sequence databases using automata as queries. 237-244

Information retrieval models

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  James W. Cooper, Anni Coden, Eric W. Brown: Detecting similar documents using salient terms. 245-251
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  Warren R. Greiff, William T. Morgan, Jay M. Ponte: The role of variance in term weighting for probabilistic information retrieval. 252-259
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  Peter Bruza, Dawei Song: Inferring query models by computing information flow. 260-269

XML schemas: integration and translation

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  Sihem Amer-Yahia, Mary F. Fernández, Rick Greer, Divesh Srivastava: Logical and physical support for heterogeneous data. 270-281
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  Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu: NeT & CoT: translating relational schemas to XML schemas using semantic constraints. 282-291
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  Mong-Li Lee, Liang Huai Yang, Wynne Hsu, Xia Yang: XClust: clustering XML schemas for effective integration. 292-299
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  Vana Kalogeraki, Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti: A local search mechanism for peer-to-peer networks. 300-307
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  Yugyung Lee, Changgyu Oh, Eun Kyo Park: Intelligent knowledge discovery in peer-to-peer file sharing. 308-315
• 
  Won-Young Kim, Kyu-Young Whang, Byung Suk Lee, Young-Koo Lee, Ji-Woong Chang: Partial rollback in object-oriented/object-relational database management systems. 316-323

Information retrieval 1

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  Falk Scholer, Hugh E. Williams: Query association for effective retrieval. 324-331
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  Jie Lu, James P. Callan: Pruning long documents for distributed information retrieval. 332-339
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  Mohammed Aljlayl, Ophir Frieder: On arabic search: improving the retrieval effectiveness via a light stemming approach. 340-347

Classification

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  Yan Liu, Yiming Yang, Jaime G. Carbonell: Boosting to correct inductive bias in text classification. 348-355
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  Mukund Deshpande, George Karypis: Using conjunction of attribute values for classification. 356-364
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  Mao Chen, Andrea S. LaPaugh, Jaswinder Pal Singh: Categorizing information objects from user access patterns. 365-372
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  Maria Zemankova: Knowledge and information management: Is it possible to do interesting and important research, get funded, be useful and appreciated? 373-374

Language models for information retrieval

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  Xiaoyong Liu, W. Bruce Croft: Passage retrieval based on language models. 375-382
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  Ramesh Nallapati, James Allan: Capturing term dependencies using a language model based on sentence trees. 383-390
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  Luo Si, Rong Jin, James P. Callan, Paul Ogilvie: A language modeling framework for resource selection and results merging. 391-397

Spatial search and moving objects

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  Alexandros Nanopoulos, Yannis Manolopoulos, Yannis Theodoridis: An efficient and effective algorithm for density biased sampling. 398-404
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  Jia-Yu Pan, Christos Faloutsos: "GeoPlot": spatial data mining on video libraries. 405-412
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  Hongjun Zhu, Jianwen Su, Oscar H. Ibarra: Trajectory queries and octagons in moving object databases. 413-421

Music information retrieval

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  Jia-Lien Hsu, Arbee L. P. Chen, Hung-Chen Chen, Ning-Han Liu: The effectiveness study of various music information retrieval approaches. 422-429
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  Jeremy Pickens, Tim Crawford: Harmonic models for polyphonic music retrieval. 430-437
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  Chih-Chin Liu, Chuan-Sung Huang: A singer identification technique for content-based classification of MP3 music objects. 438-445

XML constraints and the semantic web

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  Yi Chen, Susan B. Davidson, Yifeng Zheng: XKvalidator: a constraint validator for XML. 446-452
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  Gösta Grahne, Jianfei Zhu: Discovering approximate keys in XML data. 453-460
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  Urvi Shah, Timothy W. Finin, Anupam Joshi: Information retrieval on the semantic web. 461-468

Data streams and time-series

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  Lin Qiao, Divyakant Agrawal, Amr El Abbadi: RHist: adaptive summarization over continuous data streams. 469-476
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  Kun-Lung Wu, Philip S. Yu: Efficient query monitoring using adaptive multiple key hashing. 477-484
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  Like Gao, Zhengrong Yao, Xiaoyang Sean Wang: Evaluating continuous nearest neighbor queries for streaming time series via pre-fetching. 485-492
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  Masahiro Motoyoshi, Takao Miura, Kohei Watanabe: Mining temporal classes from time series data. 493-498

Web clustering

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  Yitong Wang, Masaru Kitsuregawa: Evaluating contents-link coupled web page clustering for web search results. 499-506
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  Eric J. Glover, David M. Pennock, Steve Lawrence, Robert Krovetz: Inferring hierarchical descriptions. 507-514
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  Ying Zhao, George Karypis: Evaluation of hierarchical clustering algorithms for document datasets. 515-524
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  Wahyu Wibowo, Hugh E. Williams: Strategies for minimising errors in hierarchical web categorisation. 525-531

Information retrieval

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  James P. Callan, Teruko Mitamura: Knowledge-based extraction of named entities. 532-537
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  Mark H. Montague, Javed A. Aslam: Condorcet fusion for improved retrieval. 538-548
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  Yen-Yu Chen, Qingqing Gan, Torsten Suel: I/O-efficient techniques for computing pagerank. 549-557

Web search 2

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  Fang Liu, Clement T. Yu, Weiyi Meng: Personalized web search by mapping user queries to categories. 558-565
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  Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu: Using micro information units for internet search. 566-573
• 
  Hung-Yu Kao, Ming-Syan Chen, Shian-Hua Lin, Jan-Ming Ho: Entropy-based link analysis for mining web informative structures. 574-581

Clustering algorithms

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  Daniel Barbará, Yi Li, Julia Couto: COOLCAT: an entropy-based algorithm for categorical clustering. 582-589
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  Carlos Ordonez, Edward Omiecinski: FREM: fast and robust EM clustering for large data sets. 590-599
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  Greg Hamerly, Charles Elkan: Alternatives to the k-means algorithm that find better clusterings. 600-607

Industry session 1: knowledge management and semantics

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  Christina Yip Chung, Raymond Lieu, Jinhui Liu, Alpha K. Luk, Jianchang Mao, Prabhakar Raghavan: Thematic mapping - from unstructured documents to taxonomies. 608-610
• 
  David Avant, M. Baum, Clemens Bertram, M. Fisher, Amit P. Sheth, Yashodhan S. Warke: Semantic technology applications for homeland security. 611-613
• 
  David Loshin: Rule-based data quality. 614-616

Industry session 2: data mining and federated systems

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  Xiangji Huang, Nick Cercone, Aijun An: Comparison of interestingness functions for learning web usage patterns. 617-620
• 
  Kiam Choo, Rajat Mukherjee, Rami Smair, Wei Zhang: The verity federated infrastructure. 621
• 
  Said Elnaffar, T. Patrick Martin, Randy Horman: Automatically classifying database workloads. 622-624

Industry session 3: database performance and interface

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  Eugene Inseok Chong, Jagannathan Srinivasan, Souripriya Das, Chuck Freiwald, Aravind Yalamanchi, Mahesh Jagannath, Anh-Tuan Tran, Ramkumar Krishnan, Richard Jiang: A mapping mechanism to support bitmap index and other auxiliary structures on tables stored as primary B±trees. 625-628
• 
  M. Brian Blake: Using specification-driven concepts for distributed data management and dissemination. 629-631

Poster session

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  Cheng-Yue Chang, Ming-Syan Chen: A new cache replacement algorithm for the integration of web caching and prefectching. 632-634
• 
  Federica Mandreoli, Riccardo Martoglia, Paolo Tiberio: A syntactic approach for searching similarities within sentences. 635-637
• 
  Sudeshna Adak, Vishal S. Batra, Deo N. Bhardwaj, Pasumarti V. Kamesam, Pankaj Kankar, Manish P. Kurhekar, Biplav Srivastava: A system for knowledge management in bioinformatics. 638-641
• 
  Bin Yu, Munindar P. Singh: An agent-based approach to knowledge management. 642-644
• 
  Diane Kelly, Xiao-Jun Yuan, Nicholas J. Belkin, Vanessa Murdock, W. Bruce Croft: Features of documents relevant to task- and fact-oriented questions. 645-647
• 
  Shengli Wu, Fabio Crestani: Data fusion with estimated weights. 648-651
• 
  King-Lup Liu, Clement T. Yu, Weiyi Meng: Discovering the representative of a search engine. 652-654
• 
  Henrique Paques, Ling Liu, Calton Pu: Ginga: a self-adaptive query processing system. 655-658
• 
  Monica Rogati, Yiming Yang: High-performing feature selection for text classification. 659-661
• 
  Norbert Fuhr, Norbert Gövert: Index compression vs. retrieval time of inverted files for XML documents. 662-664
• 
  W. Scott Spangler, Jeffrey T. Kreulen: Interactive methods for taxonomy editing and validation. 665-668
• 
  Kanagasabai Rajaraman, Ah-Hwee Tan: Knowledge discovery from texts: a concept frame graph approach. 669-671
• 
  Konstantinos Markellos, Katerina Perdikuri, Penelope Markellou, Spiros Sirmakessis, George Mayritsakis, Athanasios K. Tsakalidis: Knowledge discovery in patent databases. 672-674
• 
  Pável Calado, Altigran Soares da Silva, Berthier A. Ribeiro-Neto, Alberto H. F. Laender, Juliano Palmieri Lage, Davi de Castro Reis, Pablo A. Roberto, Monique V. Vieira, Marcos André Gonçalves, Edward A. Fox: Web-DL: an experience in building digital libraries from the web. 675-677
• 
  Zaiqing Nie, Ullas Nambiar, Sreelakshmi Vaddi, Subbarao Kambhampati: Mining coverage statistics for websource selection in a mediator. 678-680
• 
  Un Yong Nahm, Raymond J. Mooney: Mining soft-matching association rules. 681-683
• 
  Eric C. Jensen, Steven M. Beitzel, Angelo J. Pilotto, Nazli Goharian, Ophir Frieder: Parallelizing the buckshot algorithm for efficient document clustering. 684-686