Information Retrieval Technology: Second Asia Information Retrieval Symposium, AIRS 2005, Jeju Island, Korea, October 13-15, 2005, Proceedings

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Gary Geunbae Lee, Akio Yamada, Helen Meng, Sung Hyon Myaeng
Springer Science & Business Media, Oct 11, 2005 - Computers - 735 pages
Asia Information Retrieval Symposium (AIRS) was established in 2004 by the Asian information retrieval community after the successful series of Information Retrieval with Asian Languages (IRAL) workshops held in six different locations in Asia, starting from 1996. The AIRS symposium aims to bring together international researchers and developers to exchange new ideas and the latest results in the field of information retrieval (IR). The scope of the symposium covers applications, systems, technologies and theoretical aspects of information retrieval in text, audio, image, video and multi-media data. We are very pleased to report that we saw a sharp and steady increase in the number of submissions and their qualities, compared with previous IRAL workshop series. We received 136 submissions from all over the world including Asia, North America, Europe, Australia, and even Africa, from which 32 papers (23%) were presented in oral sessions and 36 papers in poster sessions (26%). We also held a special session called “Digital Photo Albuming,” where 4 oral papers and 3 posters were presented. It was a great challenge and hard work for the program committee to select the best among the excellent papers. The high acceptance rates witness the success and stability of the AIRS series. All the papers and posters are included in this LNCS (Lecture Notes in Computer Science) proceedings volume, which is S- indexed. The technical program included two keynote talks by Prof. Walter Bender and Prof.
 

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Contents

The Reliability of Metrics Based on Graded Relevance
1
Improving Weak AdHoc Retrieval by Web Assistance and Data Fusion
17
Query Expansion with the Minimum Relevance Judgments
31
Improved Concurrency Control Technique with LockFree Querying for Multidimensional Index Structure
43
A ColorBased Image Retrieval Method Using Color Distribution and Common Bitmap
56
A Probabilistic Model for Music Recommendation Considering Audio Features
72
A Visual Vocabulary Approach for Medical Image Indexing and Retrieval
84
Snap2Tell with the STOIC Dataset
97
The Empirical Impact of the Nature of Novelty Detection
497
Song Wave Retrieval Based on FrameWise Phoneme Recognition
503
Exploring a LargeScale News Video Archive by Tracking Human Relations
510
TopicIndependent Web HighQuality Page Selection Based on KMeans Clustering
516
Improving Text Similarity Measurement by Critical Sentence Vector Model
522
Audio Fingerprinting Scheme by Temporal Filtering for Audio Identification Immune to ChannelDistortion
528
On the Chinese Document Clustering Based on Dynamical Term Clustering
534
Integrating Heterogeneous Multimedia Resources
540

Extracting the Significant Terms from a SentenceTerm Matrix by Removal of the Noise in Term Usage
113
Cross Document Event Clustering Using Knowledge Mining from Coreference Chains
121
Filtering Contents with Bigrams and Named Entities to Improve Text Classification
135
The Spatial Indexing Method for Supporting a Circular Location Property of Object
147
Supervised Categorization of JavaScript Using Program Analysis Features
160
Effective and Scalable Authorship Attribution Using Function Words
174
A Case Study Using Maximum Entropy Model
190
FusionBased Approach to Web Search Optimization
206
Transactional Query Identification in Web Search
221
Improving FAQ Retrieval Using Query Log Clustering in Latent Semantic Space
233
PhraseBased Definitional Question Answering Using Definition Terminology
246
Enhanced Question Answering with Combination of Preacquired Answers
260
An Empirical Study of Query Expansion and Cluster Based Retrieval in Language Modeling Approach
274
Effective Query Model Estimation Using Parsimonious Translation Model in Language Modeling Approach
288
Chinese Document Reranking Based on Term Distribution and Maximal Marginal Relevance
299
On Effectiveness Measures and Relevance Functions in Ranking INEX Systems
312
Home Photo Categorization Based on Photographic Region Templates
328
MPEG7 VisualTemporal Clustering for Digital Image Collections
339
A Structured Learning Approach to Semantic Photo Indexing and Query
351
Image Retrieval Using Subimage Matching in Photos Using MPEG7 Descriptors
366
An Incremental Document Clustering for the Large Document Database
374
A Novel Concept for Topic Distillation
388
A Rough SetBased Fuzzy Clustering
401
Effective Use of Place Information for Event Tracking
410
A Classifier Design Based on Combining Multiple Components by Maximum Entropy Principle
423
A QuerybySinging Technique for Retrieving Polyphonic Objects of Popular Music
439
Integrating Textual and Visual Information for CrossLanguage Image Retrieval
454
Practical Application of Associative Classifier for Document Classification
467
Clusters1
479
Chinese Question Classification from Approach and Semantic Views
485
A Special Case of General JelinekMercer Smoothing Method for Language Modeling Approach to Ad Hoc IR
491
Calculating Webpage Importance with Site Structure Constraints
546
Gene Ontology Classification of Biomedical Literatures Using Context Association
552
An Examination of Feature Selection Frameworks in Text Categorization
558
Query Transitive Translation Using IR Score for IndonesianJapanese CLIR
565
Development of a Meta Product Search Engine with Web Services
571
An Automatic Code Classification System by Using MemoryBased Learning and Information Retrieval Technique
577
Novelty Detection in Broadcast News
583
Named Entity Tagging for Korean Using DLCoTrain Algorithm
589
Semantic Categorization of Contextual Features Based on Wordnet for GtoP Conversion of Arabic Numerals Combined with Homographic Classifiers
595
Robust Matching Method for Scale and Rotation Invariant Local Descriptors and Its Application to Image Indexing
601
Image Feedback Retrieval Based on Vector Space Model Transformation
616
A Review
626
Document Similarity Search Based on Generic Summaries
635
A Novel Intelligent User Interface for Webpage Navigation
641
Towards Construction of Evaluation Framework for Query Expansion
647
An Efficient Incremental Nearest Neighbor Algorithm for Processing kNearest Neighbor Queries with Visal and Semantic Predicates in Multimedia In...
653
Generating Term Transliterations Using Contextual Information and Validating Generated Results Using Web Corpora
659
Fusion of Word NGram and YomiBased Indices Across Different Document Collections
666
A Term Weighting Approach for Text Categorization
673
A LF Based Answer Indexing Method for Encyclopedia QuestionAnswering System
679
Approximate Phrase Match to Compile Synonymous Translation Terms for Korean Medical Indexing
685
Protein Function Classification Based on Gene Ontology
691
Extracting and Utilizing of ISA Relation Patterns for Question Answering Systems
697
An Iterative Approach for Web Catalog Integration with Support Vector Machines
703
Fuzzy Postclustering Algorithm for Web Search Engine
709
A Relational Nested Interval Encoding Scheme for XML Storage and Retrieval
715
The Design of Webservices Framework Support Ontology Based Dynamic Service Composition
721
Privacy Preserving Decision Tree in Multi Party Environment
727
Author Index
733
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