Advances in Information Retrieval: 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

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Overview

This book constitutes the refereed proceedings of the 25th European Conference on Information Retrieval Research, ECIR 2003, held in Pisa, Italy, in April 2003.

The 31 revised full papers and 16 short papers presented together with two invited papers were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on IR and the Web; retrieval of structured documents; collaborative filtering and text mining; text representation and natural language processing; formal models and language models for IR; machine learning and IR; text categorization; usability, interactivity, and visualization; and architectural issues and efficiency.

Product Details

ISBN-13: 9783540012740
Publisher: Springer Berlin Heidelberg
Publication date: 7/29/2003
Series: Lecture Notes in Computer Science Series , #2633
Edition description: 2003
Edition number: 1
Pages: 624
Product dimensions: 9.21 (w) x 6.14 (h) x 1.37 (d)

	Document Retrieval: Shallow Data, Deep Theories; Historical Reflections, Potential Directions	1
	Annotation and Retrieval of Structured Video Documents	12
	Improving the Evaluation of Web Search Systems	25
	When Are Links Useful? Experiements in Text Classification	41
	Hierarchical Classification of HTML Documents with WebClassII	57
	Hierarchical Indexing and Flexible Element Retrieval for Structured Document	73
	Construction of a Test Collection for the Focussed Retrieval of Structured Documents	88
	User Behaviour in the Context of Structured Documents	104
	Attaining Fast and Successful Searches in E-commerce Environments	120
	Learning User Similarity and Rating Style for Collaborative Recommendation	135
	Spoken Information Extraction from Italian Broadcast News	146
	Taming Wild Phrases	161
	Stemming and Decompounding for German Text Retrieval	177
	Question Answering System for Incomplete and Noisy Data: Methods and Measures for Its Evaluation	193
	Term Proximity Scoring for Keyword-Based Retrieval Systems	207
	Propositional Logic Representations for Documents and Queries: A Large-Scale Evaluation	219
	From Uncertain Inferecne to Probability of Relevance for Advanced IR Applications	235
	Topic Detection and Tracking with Spatio-Temporal Evidence	251
	Clustering and Visualization in a Multi-lingual Multi-document Summarization System	266
	A Hybrid Relevance-Feedback Approach to Text Retrieval	281
	Experiments with Document Archive Size Detection	294
	Using Kullback-Leibler Distance for Text Categorization	305
	Discretizing Continuous Attributes in AdaBoost for Text Categorization	320
	Combining Naive Bayes and n-Gram Language Models for Text Classification	335
	WebDocBall: A Graphical Visualization Tool for Web Search Results	351
	Relevance Feedback for Content-Based Image Retrieval: What Can Three Mouse Clicks Achieve?	363
	Query-Based Document Skimming: A User-Centred Evaluation of Relevance Profiling	377
	Representative Sampling for Text Classification Using Support Vector Machines	393
	Chinese Text Categorization Based on the Binary Weighting Model with Non-binary Smoothing	408
	A Study on Optimal Parameter Tuning for Rocchio Text Classifier	420
	Optimization of Restricted Searches in Web Directories Using Hybrid Data Structures	436
	Similarity Join in Metric Spaces	452
	An Efficient Compression Code for Text Databases	468
	A Personalized Information Search Process Based on Dialoguing Agents and User Profiling	613
	Author Index	623

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Advances in Information Retrieval: 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings / Edition 1