11th International Conference on Information and Knowledge Management (CIKM'02) From: http://www.cikm.org/2002/CIKM02_Advance_Program.html Snapshot: 2002-09-28 Advance Technical Program Tuesday, November 5, 2002 8:30-9:00am Opening Remarks 9:00-10:00am Keynote I: On Scalable Information Retrieval Systems Dr. Ophir Frieder, Illinois Institute of Technology Room: Plenary 10:00-10:15am BREAK 10:15-noon Research Session 1: Pattern Discovery and Forecasting Chair: TBA Room: A F4: Large-Scale Automated Forecasting using Fractals Deepayan Chakrabarti and Christos Faloutsos (Carnegie Mellon University) An Iterative Strategy for Pattern Discovery in Multi-dimensional Data Sets Chun Tang and Aidong Zhang (University at Buffalo, The State University of New York) Mining Sequential Pattterns with Constraints in Large Databases Jian Pei (Simon Fraser University, Canada), Jiawei Han (Univeristy of Illinois at Urbana-Champaign), and Wei Wang (Fudan University, China) Research Session 2: Web Search I Chair: TBA Room: B Structuring Keywords for Querying Web Databases Rodrigo Vieira, Pavel Calado, Aligran Silva, Alberto Laender, and Berthier Ribeiro-Neto (Federal University of Minas Gerais, Brazil) Topic-Oriented Collaborative Crawling Chiasen Chung, Charles Clarke (University of Waterloo, Canada) Meta-recommendation Systems: User-controlled Integration of Diverse Recommendations J. Ben Schafer (University of Northern Iowa), Joseph A. Konstan, and John Riedl (University of Minnesota) A Likelihood-Based Approach to Data Selection for Collaborative Filtering Kai Yu (Siemens AG and University of Munich, Germany), Xiaowei Xu (Siemens AG, Germany), Anton Schwaighofer (Siemens AG and TU Graz, Germany), and Hans-Peter Kriegel (University of Munich, Germany) Research Session 3: Data Warehousing and OLAP Chair: TBA Room: C Analysis of Pre-computed Partition Top Method for Range Top-k Queries in OLAP Data Cubes Zheng Xuan Loh, Tok Wang Ling, ChuanHeng Ang, and Sin Yueng Lee(National University of Singapore) Batch Data Warehouse Maintenance in Dynamic Environment Bin Liu, Songting Chen, and Elke A. Rundensteiner(Worcester Polytechnic Institute) A Fast Filtering Scheme for Large Database Cleansing Sam Y. Sung, Zhao Li, and Peng Sun (National University of Singapore) Semantic-based Delivery of OLAP Summary Tables in Wireless Environments Mohamed Sharaf and Panos Chrysanthis (University of Pittsburgh) noon-1:15pm Lunch 1:15-2:15pm Keynote II: Future directions in Data Mining: Streams, Networks, self-similarity and power laws Dr. Christos Faloutsos, Carnegie Mellon University Room: Plenary 2:15-2:30pm BREAK 2:30-3:45pm Research Session 4: Image Similarity Search and Systems Chair: TBA Room: A Symbolic Photograph Content-Based Retrieval Philippe Mulhem (IPAL - CNRS, Singapore) and Joo Hwee Lim (LIT, Singapore) A Compact and Efficient Image Retrieval Approach Based on Border/Interior Pixel Classification Renato Stehling (University of Campinas, Brazil), Mario Nascimento (University of Alberta, Canada), and Alexandre Falcao(University of Campinas, Brazil) Vulnerabilities in Similarity Search Based Systems Ali Saman Tosun and Hakan Ferhatosmanoglu (Ohio State University) Research Session 5: XML Query Processing Chair: TBA Room: B Efficient Evaluation of Multiple Queries on Streaming XML Data Mong-Li Lee, Boon Chin Chua, WynneHsu,and Kian-Lee Tan (National UniversityofSingapore) Query Processing of Streamed XML Data Leonidas Fegaras, David Levine, Sujoe Bose, and Vamsi Chaluvadi (University of Texasat Arlington) Multi-level Operator Combination in XML Query Processing Shurug Al-Khalifa and H. V. Jagadish (University of Michigan, Ann Arbor) Industry Session 1: Knowledge Management and Semantics Chair: TBA Room: C Thematic Mapping - from unstructured documents to taxonomies C. Chung, R. Lieu, J. Liu, A. Luk, J. Mao, and P. Raghavan (Verity) Voquette Enterprise Content Management A. Sheth (University of Georgia & Voquette), and Y. Warke (Voquette) Rule-based Data Quality D. Loshin (Knowledge Integrity Inc.) 3:45-4:00pm BREAK 4:00-5:15pm Research Session 6: XML Transactions and Applications Chair: TBA Room: A XMLTM: Efficient Transaction Management for XML Documents Torsten Grabs (ETH Zurich, Switzerland), Klemens Bohm (Otto-von-Guericke-Universitat Magdeburg, Germany), and Hans-Jorg Schek (ETH Zurich, Switzerland) Efficient Synchronization for Mobile XML Data Franky Lam, Nicole Lam, and Raymond Wong (University of New South Wales, Australia) An Object-Oriented Extension of XML for Autonomous Web Applications Hasan M. Jamil and Giovanni A. Modica (Mississippi State University) Research Session 7: Caching Chair: TBA Room: B Efficient Prediction of Web Accesses on a Proxy Server Wenwu Lou and Hongjun Lu (Hong Kong University of Science and Technology, Hong Kong) A Self-managing Data Cache for Edge-of-Network Web Applications Khalil Amiri, Sanghyun Park, Renu Tewari, and Sriram Padmanabhan (IBM T. J. Watson ResearchCenter) Cooperative Caching by Mobile Clients in Push-based Information Systems Takahiro Hara (Osaka University, Japan) Research Session 8: Information Extraction and Text Segmentation Chair: TBA Room: C Augeas (Authoritativness Grading, Estimation and Sorting) Ayman Farahat, Geoff Nunberg, and Francine Chen(Palo Alto Rsearch Center) Structural Extraction from Visual Layout of Documents Ronen Feldman, Benjamin Rosenfeld, and Yonatan Aumann (ClearForest Corporation) Topic-Based Document Segmentation with Probabilistic Latent Semantic Analysis Thorsten Brants, Francine Chen (Palo Alto Research Center), and Ioannis Tsochantaridis (Brown University) 6:30-8:30pm Reception and Poster Session Chair: Tim Oates (University of Maryland Baltimore County) Room: Plenary A New Cache Replacement Algorithm for the Integration of Web Caching and Prefetching Cheng-Yue Chang and Ming-Syan Chen (National Taiwan University) A Syntactic Approach for Searching Similarities inside Sentences Federica Mandreoli, Riccardo Martoglia, Paolo Tiberio (Universita di Modena e Reggio Emilia, Italy) A System for Knowledge Management in Bioinformatics Sudeshna Adak, Vishal Batra, Deo Bhardwaj, Pasumatri Kamesam, Pankaj Kankar, Manish Kurhekar, and Biplav Srivastava (IBM India Research Lab) An Agent-Based Approach to Knowledge Management Bin Yu and Munindar P. Singh (North Carolina State University, Raleigh) Characterizing Relevant and Non-Relevant Returns for Task-Oriented Questions Vanessa Murdock, W. Bruce Croft (University of Massachusetts, Amherst), and Diane Kelly (Rutgers University, New Brunswick) Data Fusion Models with Estimated Weights Shengli Wu and Fabio Crestani (The University of Strathclyde, U.K.) Discovering the Representative of a Search Engine King-Lup Liu (DePaul University), Clement Yu (University of Illinois at Chicago), and Weiyi Meng (Binghamton University) Ginga: A Self-Adaptive Query Processing System Henrique Paques, Ling Liu, and Calton Pu (Georgia Institute of Technology) High Performing and Scalable Feature Selection for Text Classification Monica Rogati and Yiming Yang (Carnegie Mellon University) Index Compression vs. Retrieval Time of Inverted Files for XML Documents Norbert Fuhr and Norbert Govert (University of Dortmund) Interactive Methods for Taxonomy Editing and Validation Scott Spangler and Jeffrey Kreulen (IBM Almaden Research Center) Knowledge Discovery from Texts: A Concept Frame Graph Approach Rajaraman Kanagasabai and Ah-Hwee Tan(Laboratories for Information Technology,Singapore) Knowledge Discovery in Patent Databases Konstantinos Markellos, Penelope Markellou, George Mayritsakis, Katerina Perdikuri, Spiros Sirmakessis, and Athanasios Tsakalidis (Computer Technology Institute and University of Patras, Greece) Making Digital Libraries from the Web Pavel Calado (Universidade Federal de Minas Gerais, Brazil), Marcos Goncalves (Virginia Polytechnic Institute and State University), Berthier Ribeiro-Neto (Universidade Federal de Minas Gerais, Brazil), and Edward Fox (Virginia Polytechnic Institute and State University) Mining Coverage Statistics for Websource Selection in a Mediator Zaiqing Nie, Ullas Nambiar, Sreelakshmi Vaddi, Subbarao Kambhampati (Arizona State University) Mining Soft-Matching Association Rules Un Nahm and Raymod Mooney (University of Texas at Austin) Parallelizing the Buckshot Algorithm for Efficient Document Clustering Steven Beitzel, Eric Jensen, and Angelo Pilotto (Illinois Institute of Technology) Wednesday, November 6, 2002 9:00-10:15am Research Session 9: Sequence Similarity Search andAccess Methods Chair: TBA Room: A How to Improve the Pruning Ability of Dynamic Metric Access Methods Caetano Traina Jr., Agma Traina, Roberto Santos Filho (University of Sao Paulo at Sao Carlos, Brazil), and Christos Faloutsos (Carnegie Mellon University) On the Efficient Evaluation of Relaxed Queries in Biological Databases Yangjun Chen (University of Winnipeg, Canada), Duren Che, and Karl Aberer (IPSIInstitute, GMD GmbH, Germany) Similarity based retrieval from SequenceDatausing Automata as Queries A. Prasad Sistla, Tao Hu, and Vikas Chowdhary (University of Illinois at Chicago) Research Session 10: Information Retrieval Models Chair: TBA Room: B Detecting Similar Documents Using Salient Terms James W. Cooper, Anni R. Coden, and Eric W. Brown(IBM T J Watson Research Center) The Role of Variance in Term Weighting for Probabilistic Information Retrieval Warren R. Greiff , William T. Morgan, and Jay M. Ponte (The MITRE Corporation) Inferring Query Models by Computing Information Flow Peter D. Bruza and Dawei Song (University of Queensland, Australia) Research Session 11: XML Schemas: Integration andTranslation Chair: TBA Room: C Logical and Physical Support for Heterogeneous Data Sihen Amer-Yahia, Mary Fernandez, RickGreer, and Divesh Srivastava (AT&T Labs -Research) NeT & CoT: Translating Relational Schemasto XML Schemas Using Semantic Constraints Dongwon Lee (Penn State University), Murali Mani, Frank Chiu, and Wesley W.Chu (University of California Los Angeles) XClust: Clustering XML Schemas for Effective Integration Mong Li Lee, Wynne Hsu, LiangHuai Yang,and Xia Yang (National University ofSingapore) 10:15-10:30am BREAK 10:30-11:45am Research Session 12: Peer-to-Peer and Database Systems Chair: TBA Room: A A Local Search Mechanism for Peer-to-Peer Mechanism Vana Kalogeraki (Hewlett-Packard Labs), Dimitrios Gunopulos, and Demetrios Zeinalipour-Yiatzi (University of California, Riverside) Efficient Knowledge Discovery in Peer-to-Peer File Sharing Yugyung Lee, Changgyu Oh, and E.K. Park (University of Missouri, Kansas City) Partial Rollback in Object-Oriented/Object-Relational Database Management Systems Kim Won-Young, Whang Kyu-Young (Korea Advanced Institute of Science and Technology), Lee Byung Suk (University of Vermont), Lee Young-Koo, and Chang Ji-Woong (Korea Advanced Institute of Science and Technology) Research Session 13: Information Retrieval I Chair: TBA Room: B Query Association for Effective Retrieval Falk Scholer and Hugh E. Williams (RMIT University, Australia) Pruning Long Documents for Distributed Information Retrieval Jie Lu and Jamie Callan (Carnegie Mellon University) On Arabic Search: Improving the Retrieval Effectiveness via a Light Stemming Approach Mohammed Aljlayl and Ophir Frieder (Illinois Institute of Technology) Research Session 14: Classification Chair: TBA Room: C Boosting to Correct the Inductive Bias for Text Classification Yan Liu, Yiming Yang, and Jaime Carbonell(Carnegie Mellon University) Using Conjunction of Attribute Values for Classification Mukund Deshpande and George Karypis (University of Minnesota) Categorizing Information Objects from User Access Patterns Mao Chen, Andrea LaPaugh, and JaswinderPal Singh (Princeton University) 11:45-1:00pm Lunch 1:00-2:00pm Keynote III: Knowledge and Information Management: Is it possible to do interesting and important research, get funded, be useful and appreciated? Dr. Maria Zemankova, National Science Foundation Room: Plenary 2:00-2:15pm BREAK 2:15-3:30pm Research Session 15: Language Models for Information Retrieval Chair: TBA Room: A Passage Retrieval Based on Language Models Xiaoyong Liu and W. Bruce Croft (University of Massachusetts, Amherst) Capturing Term Dependencies Using a Sentence Tree Language Model Ramesh Nallapati and James Allan(University of Massachusetts, Amherst) Language Modeling Framework for Resource Selection and Results Merging Luo Si, Rong Jin, Jamie Callan, and Paul Ogilvie (Carnegie Mellon University) Research Session 16: Spatial Search and Moving Objects Chair: TBA Room: B An Efficient and Effective Algorithm for Density Biased Sampling Alexandros Nanopoulos (Aristotle University, Greece), Yannis Theodoridis (Computer Technology Institute, Greece), and Yannis Manolopoulos(Aristotle University, Greece) "GeoPlot": Spatial Data Mining on Video Libraries Jia-Yu Pan and Christos Faloutsos (Carnegie Mellon University) Trajectory Queries and Octagons in Moving ObjectDatabases Hongjun Zhu, Jianwen Su, and OscarH.Ibarra (University of California, SantaBarbara) Industry Session 2: Data Mining and Federated Systems Chair: TBA Room: C Comparison of Interestingness Functions for Learning Web Usage Patterns Xiangji Huang (University of Waterloo), Aijun An (York University), Nick Cercone (Universityof Waterloo), and Gary Promhouse (Open Text Corp.) The Verity Federated Infrastructure Kiam Choo, Rajat Mukherjee, Rami Smair, and Wei Zhang (Verity) Automatically Classifying Database Workloads S. Elnaffar and P. Martin (Queen's University) and and R. Horman (IBM Toronto) 3:30-3:45pm BREAK 3:45-5:00pm Research Session 17: Music Information Retrieval Chair: TBA Room: A The Effectiveness Study of Various Music Information Retrieval Approaches Jia-Lien Hsu (Industrial Technology Research Institute,Taiwan), Arbee L.P. Chen, and Hung-Chen Chen (National TsingHua University, Taiwan) Harmonic Models for Polyphonic Music Retrieval Jeremy Pickens (University of Massachusetts Amherst) and Tim Crawford (Kings College London, United Kingdom) A Singer Identification Technique for Content-Based Classification of MP3 Music Objects Chih-Chin Liu and Chuan-Sung Huang (Chung Hua University, Taiwan) Research Session 18: XML Constraints and the Semantic Web Chair: TBA Room: B XKvalidator: A constraint validator for XML Yi Chen , Susan Davidson, and Yifeng Zheng (University of Pennsylvania) Discovering Approximate Keys in XML Data Gosta Grahne and Jianfei Zhu (Concordia University, Canada) Information Retrieval on the Semantic Web Urvi Shah, Tim Finin, Anupam Joshi,R. Scott Cost (University of Maryland Baltimore County) and James Mayfield (Johns Hopkins University Applied Physics Laboratory) 7:00-10:00pm Banquet and Cruise Thursday, November 7, 2002 9:00-10:40am Research Session 19: Data Streams and Time-series Chair: TBA Room: A RHist: Adaptive Summarization over Continuous Data Streams Lin Qiao, Divy Agrawal, and Amr ElAbbadi (University of California, Santa Barbara) Efficient Query Monitoring Using Adaptive Multiple Key Hashing Kun-Lung Wu and Philip Yu (IBM, T. J. Watson Research Center) Evaluating Continuous Nearest Neighbor Queries for Streaming Time Series via Pre-fetching Like Gao, Zhengrong Yao, and X.Sean Wang (George Mason University) Mining Temporal Classes from Time Series Data Takao Miura, Masahiro Motoyoshi, Kohei Watanabe (Hosei University, Japan), and IsamuShioya (SANNO University, Japan) Research Session 20: Web Clustering Chair: TBA Room: B Evaluating Contents-Link Coupled Web Page Clustering for Web Search Results Yitong Wang and Masaru Kitsuregawa (The Universityof Tokyo, Japan) Inferring Hierarchical Descriptions Eric J. Glover, David M. Pennock, SteveLawrence, and Robert Krovetz (NEC ResearchInstitute) Evaluations of Algorithms for Obtaining Hierarchical Clustering Solutions Ying Zhao and George Karypis (University of Minnesota) Improved Categorization for Web Hierarchies Wahyu Wibowo and Hugh E. Williams (RMIT University, Australia) Industry Session 3: Database Performance and Interfaces Chair: TBA Room: C A Mapping Mechanism to Support Bitmap Index and other Auxiliary Structures on Tables Stored as Primary B+-trees E. Chong, J. Srinivasan, S. Das, C. Freiwald, A. Yalamanchi, M. Jagannath, A. Tran, R. Krishnan, and R. Jiang (Oracle) Using Specification-Driven Concepts for Distributed Data Management and Dissemination M. Brian Blake (MITRE & Georgetown U.) 10:40-11:00am BREAK 11:00-12:15pm Research Session 21: Information Retrieval II Chair: TBA Room: A Knowledge-Based Extraction of Named Entities Jamie Callan and Teruko Mitamura (Carnegie MellonUniversity) Condorcet Fusion for Improved Retrieval Mark Montague and Javed A. Aslam (Dartmouth College) I/O-Efficient Techniques for Computing Page rank Yen-Yu Chen, Qingqing Gan, and TorstenSuel (Polytechnic University) Research Session 22: Web Search II Chair: TBA Room: B Personalized Web Search by Mapping User Queries to Categories Fang Liu, Clement Yu (University of Illinois at Chicago), and Weiyi Meng (SUNY at Binghamton) Using Micro Information Units for Internet Search Xiaoli Li, Bing Liu, Tong-Heng Phang,and Minqing Hu (National University ofSingapore) Entropy-Based Link Analysis for Mining Web Informative Structures Hung-Yu Kao (National Taiwan University), Shian-Hua Lin, Jan-Ming Ho (Institute of Information Science, Academia Sinica, Taiwan), and Ming-Syan Chen (National Taiwan University) Research Session 23: Clustering Algorithms Chair: TBA Room: C COOLCAT: An Entropy-Based Algorithm for Categorical Clustering Daniel Barbara, Julia Couto, and YiLi(George Mason University) FREM: Fast and Robust EM Clustering for LargeData Sets Carlos Ordonez (Teradata, a division of NCR) and Edward Omiecinski (Georgia Institute of Technology) Alternatives to the k-means Algorithm that Find Better Clusterings Greg Hamerly and Charles Elkan(University of California, San Diego) 12:15-1:15pm Lunch and Steering Committee Meeting 1:15-5:30pm Birds-of-a-Feather Meetings End of CIKM 2002 Last modified: 09/05/2002 23:08:15 by the conference webmaster Matt Siegel and Dr. Kalpakis