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Autor: Hwee Tou Ng
ISBN-13: 9783540457800
Einband: Taschenbuch
Seiten: 684
Gewicht: 1044 g
Format: 236x158x37 mm
Sprache: Englisch

Information Retrieval Technology

.4182, Lecture Notes in Computer Science
Third Asia Information Retrieval Symposium, AIRS 2006, Singapore, October 16-18, 2006, Proceedings
'Session 1A: Text Retrieval.- Query Expansion with ConceptNet and WordNet: An Intrinsic Comparison.- Document Similarity Search Based on Manifold-Ranking of TextTiles.- Adapting Document Ranking to Users' Preferences Using Click-Through Data.- Session 1B: Search and Extraction.- A PDD-Based Searching Approach for Expert Finding in Intranet Information Management.- A Supervised Learning Approach to Entity Search.- Hierarchical Learning Strategy in Relation Extraction Using Support Vector Machines.- Session 1C: Text Classification and Indexing.- Learning to Separate Text Content and Style for Classification.- Using Relative Entropy for Authorship Attribution.- Efficient Query Evaluation Through Access-Reordering.- Session 1D: Text Clustering.- Natural Document Clustering by Clique Percolation in Random Graphs.- Text Clustering with Limited User Feedback Under Local Metric Learning.- Toward Generic Title Generation for Clustered Documents.- Session 1E: Information Retrieval Models.- Word Sense Language Model for Information Retrieval.- Statistical Behavior Analysis of Smoothing Methods for Language Models of Mandarin Data Sets.- No Tag, a Little Nesting, and Great XML Keyword Search.- Session 2A: Web Information Retrieval.- Improving Re-ranking of Search Results Using Collaborative Filtering.- Learning to Integrate Web Catalogs with Conceptual Relationships in Hierarchical Thesaurus.- Discovering Authoritative News Sources and Top News Stories.- Session 2B: Cross-Language Information Retrieval.- Chinese Question-Answering: Comparing Monolingual with English-Chinese Cross-Lingual Results.- Translation of Unknown Terms Via Web Mining for Information Retrieval.- A Cross-Lingual Framework for Web News Taxonomy Integration.- Session 2C: Question Answering and Summarization.- Learning Question Focus and Semantically Related Features from Web Search Results for Chinese Question Classification.- Improving the Robustness to Recognition Errors in Speech Input Question Answering.- An Adjacency Model for Sentence Ordering in Multi-document Summarization.- Session 2D: Natural Language Processing.- Poor Man's Stemming: Unsupervised Recognition of Same-Stem Words.- NAYOSE: A System for Reference Disambiguation of Proper Nouns Appearing on Web Pages.- Efficient and Robust Phrase Chunking Using Support Vector Machines.- Session 2E: Evaluation.- Statistical and Comparative Evaluation of Various Indexing and Search Models.- Bootstrap-Based Comparisons of IR Metrics for Finding One Relevant Document.- Evaluating Topic Difficulties from the Viewpoint of Query Term Expansion.- Session 3A: Multimedia Information Retrieval.- Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval.- A Venation-Based Leaf Image Classification Scheme.- Pic-A-Topic: Gathering Information Efficiently from Recorded TV Shows on Travel.- A Music Retrieval System Based on Query-by-Singing for Karaoke Jukebox.- Special Session: Medical Image Retrieval.- A Semantic Fusion Approach Between Medical Images and Reports Using UMLS.- Automated Object Extraction for Medical Image Retrieval Using the Insight Toolkit (ITK).- Stripe: Image Feature Based on a New Grid Method and Its Application in ImageCLEF.- Poster Session.- An Academic Information Retrieval System Based on Multiagent Framework.- Comparing Web Logs: Sensitivity Analysis and Two Types of Cross-Analysis.- Concept Propagation Based on Visual Similarity.- Query Structuring with Two-Stage Term Dependence in the Japanese Language.- Automatic Expansion of Abbreviations in Chinese News Text.- A Novel Ant-Based Clustering Approach for Document Clustering.- Evaluating Scalability in Information Retrieval with Multigraded Relevance.- Text Mining for Medical Documents Using a Hidden Markov Model.- Multi-document Summarization Based on Unsupervised Clustering.- A Content-Based 3D Graphic Infor
This book constitutes the refereed proceedings of the Third Asia Information Retrieval Symposium, AIRS 2006. The book presents 34 revised full papers and 24 revised poster papers. All current issues in information retrieval are addressed: applications, systems, technologies and theoretical aspects of information retrieval in text, audio, image, video and multi-media data. The papers are organized in topical sections on text retrieval, search and extraction, text classification and indexing, and more.
Autor: Hwee Tou Ng
ISBN-13:: 9783540457800
ISBN: 3540457801
Verlag: Springer, Berlin
Gewicht: 1044g
Seiten: 684
Sprache: Englisch
Auflage 2006
Sonstiges: Taschenbuch, 236x158x37 mm, XVI, 684 p. Also available online.