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Information Retrieval Technology

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This book constitutes the thoroughly refereed post-conference proceedings of the 4th Asia Information Retrieval Symposium, AIRS 2... Weiterlesen
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Beschreibung

This book constitutes the thoroughly refereed post-conference proceedings of the 4th Asia Information Retrieval Symposium, AIRS 2008, held in Harbin, China, in May 2008. The 39 revised full papers and 43 revised poster papers presented were carefully reviewed and selected from 144 submissions. 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 IR models image retrieval, text classification, chinese language processing, text processing, application of IR, machine learning, taxonomy, IR methods, information extraction, summarization, multimedia, Web IR, and text clustering.



Inhalt

Session 1A: IR Models.- Improving Expertise Recommender Systems by Odds Ratio.- Exploring the Stability of IDF Term Weighting.- Completely-Arbitrary Passage Retrieval in Language Modeling Approach.- Session 1B: Image Retrieval.- Semantic Discriminative Projections for Image Retrieval.- Comparing Dissimilarity Measures for Content-Based Image Retrieval.- A Semantic Content-Based Retrieval Method for Histopathology Images.- Session 1C: Text Classification.- Integrating Background Knowledge into RBF Networks for Text Classification.- An Extended Document Frequency Metric for Feature Selection in Text Categorization.- Smoothing LDA Model for Text Categorization.- Session 1D: Chinese Language Processing.- Fusion of Multiple Features for Chinese Named Entity Recognition Based on CRF Model.- Semi-joint Labeling for Chinese Named Entity Recognition.- On the Construction of a Large Scale Chinese Web Test Collection.- Session 1E: Text Processing.- Topic Tracking Based on Keywords Dependency Profile.- A Dynamic Programming Model for Text Segmentation Based on Min-Max Similarity.- Pronoun Resolution with Markov Logic Networks.- Session 1F: Application of IR.- Job Information Retrieval Based on Document Similarity.- Discrimination of Ventricular Arrhythmias Using NEWFM.- Session 2A: Machine Learning.- Efficient Feature Selection in the Presence of Outliers and Noises.- Domain Adaptation for Conditional Random Fields.- Graph Mutual Reinforcement Based Bootstrapping.- Session 2B: Taxonomy.- Combining WordNet and ConceptNet for Automatic Query Expansion: A Learning Approach.- Improving Hierarchical Taxonomy Integration with Semantic Feature Expansion on Category-Specific Terms.- HOM: An Approach to Calculating Semantic Similarity Utilizing Relations between Ontologies.- Session 2C: IR Models.- A Progressive Algorithm for Cross-Language Information Retrieval Based on Dictionary Translation.- Semi-Supervised Graph-Ranking for Text Retrieval.- Learnable Focused Crawling Based on Ontology.- Session 2D: Information Extraction.- Gram-Free Synonym Extraction Via Suffix Arrays.- Synonyms Extraction Using Web Content Focused Crawling.- Blog Post and Comment Extraction Using Information Quantity of Web Format.- Session 3A: Summarization.- A Lexical Chain Approach for Update-Style Query-Focused Multi-document Summarization.- GSPSummary: A Graph-Based Sub-topic Partition Algorithm for Summarization.- Session 3B: Multimedia.- An Ontology and SWRL Based 3D Model Retrieval System.- Multi-Scale TextTiling for Automatic Story Segmentation in Chinese Broadcast News.- Session 3C: Web IR.- Improving Spamdexing Detection Via a Two-Stage Classification Strategy.- Clustering Deep Web Databases Semantically.- PostingRank: Bringing Order to Web Forum Postings.- Session 3D: Text Clustering.- A Novel Reliable Negative Method Based on Clustering for Learning from Positive and Unlabeled Examples.- Term Weighting Evaluation in Bipartite Partitioning for Text Clustering.- A Refinement Framework for Cross Language Text Categorization.- Poster Session.- Research on Asynchronous Communication-Oriented Page Searching.- A Novel Fuzzy Kernel C-Means Algorithm for Document Clustering.- Cov-HGMEM: An Improved Hierarchical Clustering Algorithm.- Improve Web Image Retrieval by Refining Image Annotations.- Story Link Detection Based on Event Model with Uneven SVM.- Video Temporal Segmentation Using Support Vector Machine.- Using Multiple Combined Ranker for Answering Definitional Questions.- Route Description Using Natural Language Generation Technology.- Some Question to Monte-Carlo Simulation in AIB Algorithm.- An Opinion Analysis System Using Domain-Specific Lexical Knowledge.- A New Algorithm for Reconstruction of Phylogenetic Tree.- A Full Distributed Web Crawler Based on Structured Network.- A Simulated Shallow Dependency Parser Based on Weighted Hierarchical Structure Learning.- One Optimized Choosing Method of K-Means Document Clustering Center.- A Model for Evaluating the Quality of User-Created Documents.- Filter Technology of Commerce-Oriented Network Information.- IR Interface for Contrasting Multiple News Sites.- Real-World Mood-Based Music Recommendation.- News Page Discovery Policy for Instant Crawlers.- An Alignment-Based Approach to Semi-supervised Relation Extraction Including Multiple Arguments.- An Examination of a Large Visual Lifelog.- Automatic Acquisition of Phrase Semantic Rule for Chinese.- Maximum Entropy Modeling with Feature Selection for Text Categorization.- Active Learning for Online Spam Filtering.- Syntactic Parsing with Hierarchical Modeling.- Extracting Hyponymy Relation between Chinese Terms.- A No-Word-Segmentation Hierarchical Clustering Approach to Chinese Web Search Results.- Similar Sentence Retrieval for Machine Translation Based on Word-Aligned Bilingual Corpus.- An Axiomatic Approach to Exploit Term Dependencies in Language Model.- A Survey of Chinese Text Similarity Computation.- Study of Kernel-Based Methods for Chinese Relation Extraction.- Enhancing Biomedical Named Entity Classification Using Terabyte Unlabeled Data.- An Effective Relevance Prediction Algorithm Based on Hierarchical Taxonomy for Focused Crawling.- Short Query Refinement with Query Derivation.- Applying Completely-Arbitrary Passage for Pseudo-Relevance Feedback in Language Modeling Approach.- Automatic Generation of Semantic Patterns for User-Interactive Question Answering.- A Comparison of Textual Data Mining Methods for Sex Identification in Chat Conversations.- Similarity Computation between Fuzzy Set and Crisp Set with Similarity Measure Based on Distance.- Experimental Study of Chinese Free-Text IE Algorithm Based on WCA-Selection Using Hidden Markov Model.- Finding and Using the Content Texts of HTML Pages.- A Transformation-Based Error-Driven Learning Approach for Chinese Temporal Information Extraction.- An Entropy-Based Hierarchical Search Result Clustering Method by Utilizing Augmented Information.- Pattern Mining for Information Extraction Using Lexical, Syntactic and Semantic Information: Preliminary Results.

Produktinformationen

Titel: Information Retrieval Technology
Untertitel: 4th Asia Information Retrieval Symposium, AIRS 2008, Harbin, China, January 15-18, 2008, Revised Selected Papers
Editor:
EAN: 9783540686361
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Anzahl Seiten: 685
Veröffentlichung: 28.05.2008
Dateigrösse: 18.7 MB

Weitere Bände aus der Buchreihe "Information Systems and Applications, incl. Internet/Web, and HCI"