| Description |
1 online resource (xxvii, 795 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 6611 |
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LNCS sublibrary. SL 3, Information systems and applications, incl. internet/web, and HCI |
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Lecture notes in computer science ; 6611. 0302-9743
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Machine generated contents note: Keynote Talks -- IR Research: Systems, Interaction, Evaluation and Theories / Kalervo Jarvelin -- Ad Retrieval Systems in vitro and in vivo: Knowledge-Based Approaches to Computational Advertising / Evgeniy Gabrilovich -- Value of User Feedback / Thorsten Joachims -- Text Categorisation (I) -- Text Classification for a Large-Scale Taxonomy Using Dynamically Mixed Local and Global Models for a Node / Sung-Hyon Myaeng -- User-Related Tag Expansion for Web Document Clustering / Yachao Cui -- Comparative Experimental Assessment of a Threshold Selection Algorithm in Hierarchical Text Categorization / Eloisa Vargiu -- Recommender Systems -- Improving Tag-Based Recommendation by Topic Diversification / Martin Wibbels -- Joint Model of Feature Mining and Sentiment Analysis for Product Review Rating / Alberto Diaz -- Modeling Answerer Behavior in Collaborative Question Answering Systems / Eugene Agichtein -- Web IR (I) -- Clash of the Typings: Finding Controversies and Children's Topics Within Queries / Marie-Francine Moens -- Are Semantically Related Links More Effective for Retrieval? / Jaap Kamps -- Caching for Realtime Search / Kolman Vornovitsky -- Enhancing Deniability against Query-Logs / George Drosatos -- IR Evaluation -- On the Contributions of Topics to System Evaluation / Stephen Robertson -- Methodology for Evaluating Aggregated Search Results / Ben Carterette -- Design and Implementation of Relevance Assessments Using Crowdsourcing / Ricardo Baeza-Yates -- In Search of Quality in Crowdsourcing for Search Engine Evaluation / Gabriella Kazai -- IR for Social Networks (I) -- Summarizing a Document Stream / Manabu Okumura -- Link Prediction Approach to Recommendations in Large-Scale User-Generated Content Systems / Johan Pouwelse -- ̂ |
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Note continued: Peddling or Creating? Investigating the Role of Twitter in News Reporting / Bettina Berendt -- Cross-Language IR -- Latent Sentiment Model for Weakly-Supervised Cross-Lingual Sentiment Classification / Yulan He -- Fractional Similarity: Cross-Lingual Feature Selection for Search / Paul N. Bennett -- Is a Query Worth Translating: Ask the Users! / Ali Alkahky -- IR Theory (I) -- Balancing Exploration and Exploitation in Learning to Rank Online / Maarten de Rijke -- ReFER: Effective Relevance Feedback for Entity Ranking / Arjen P. de Vries -- Limits of Retrieval Effectiveness / Colm O'Riordan -- Learning Conditional Random Fields from Unaligned Data for Natural Language Understanding / Yulan He -- Text Categorisation (II) -- Subspace Tracking for Latent Semantic Analysis / Radim Rehurek -- Text Retrieval Methods for Item Ranking in Collaborative Filtering / Pablo Castells -- Classifying with Co-stems: A New Representation for Information Filtering / Benno Stein -- Multimedia IR -- Interactive Trademark Image Retrieval by Fusing Semantic and Visual Content / Josep Llados -- Dynamic Two-Stage Image Retrieval from Large Multimodal Databases / Savvas A. Chatzichristofis -- IR for Social Networks (II) -- Comparing Twitter and Traditional Media Using Topic Models / Xiaoming Li -- Exploiting Thread Structures to Improve Smoothing of Language Models for Forum Post Retrieval / Chengxiang Zhai -- Incorporating Query Expansion and Quality Indicators in Searching Microblog Posts / Wouter Weerkamp -- Discovering Fine-Grained Sentiment with Latent Variable Structured Prediction Models / Ryan McDonald -- IR Applications -- Combining Global and Local Semantic Contexts for Improving Biomedical Information Retrieval / Lynda Tamine -- Smoothing Click Counts for Aggregated Vertical Search / Joon Ho Lee |
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Note continued: Automatic People Tagging for Expertise Profiling in the Enterprise / Ryen W. White -- Text Categorisation (III) -- Text Classification: A Sequential Reading Approach / Patrick Gallinari -- Domain Adaptation for Text Categorization by Feature Labeling / Jose Iria -- IR for Social Networks (III) -- TEMPER: A Temporal Relevance Feedback Method / Fabio Crestani -- Terms of a Feather: Content-Based News Recommendation and Discovery Using Twitter / Barry Smyth -- Topical and Structural Linkage in Wikipedia / Wei Chi Huang -- Web IR (II) -- Analysis of Time-Instability in Web Search Results / Vitor R. Carvalho -- Rules of Thumb for Information Acquisition from Large and Redundant Data / Wolfgang Gatterbauer -- Bringing Why-QA to Web Search / Wessel Kraaij -- Power of Peers / Marc Najork -- Introducing the User-over-Ranking Hypothesis / Matthias Hagen -- ̂ Second Chance: A Hybrid Approach for Dynamic Result Caching in Search Engines / Ozgur Ulusoy -- IR Theory (II) -- Learning Models for Ranking Aggregates / Iadh Ounis -- Efficient Compressed Inverted Index Skipping for Disjunctive Text-Queries / Svein Erik Bratsberg -- Within-Document Term-Based Index Pruning with Statistical Hypothesis Testing / Ben Carterette -- SkipBlock: Self-indexing for Block-Based Inverted List / Giovanni Tummarello -- Weight-Based Boosting Model for Cross-Domain Relevance Ranking Adaptation / Aoying Zhou -- Interactive IR -- What Makes Re-finding Information Difficult? A Study of Email Re-finding / Ian Ruthven -- User-Oriented Model for Expert Finding / Krisztian Balog -- Simulating Simple and Fallible Relevance Feedback / Kalervo Jarvelin -- AutoEval: An Evaluation Methodology for Evaluating Query Suggestions Using Query Logs / Anne De Roeck -- ̂ To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search / Alan Hanjalic -- Question Answering / NLP |
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Note continued: Passage Reranking for Question Answering Using Syntactic Structures and Answer Types / David A. Smith -- Iterative Approach to Text Segmentation / Fred W. Kroon -- Improving Query Focused Summarization Using Look-Ahead Strategy / C.E. Veni Madhavan -- Generalized Method for Word Sense Disambiguation Based on Wikipedia / Anwitaman Datta -- Posters -- Representing Document Lengths with Identifiers / Nicola Tonellotto -- Free-Text Search versus Complex Web Forms / Djoerd Hiemstra -- Multilingual Log Analysis: LogCLEF / Thomas Mandl -- Large-Scale System Evaluation on Component-Level / Maximilian Eibl -- Should MT Systems Be Used as Black Boxes in CLIR? / Gareth J.F. Jones -- Video Retrieval Based on Words-of-Interest Selection / Eyad Elyan -- Classic Children's Literature -- Difficult to Read? / Claudia Hauff -- Applying Machine Learning Diversity Metrics to Data Fusion in Information Retrieval / John Dunnion -- Reranking Collaborative Filtering with Multiple Self-contained Modalities / Alan Hanjalic -- How Far Are We in Trust-Aware Recommendation? / Alan Hanjalic -- Re-ranking for Multimedia Indexing and Retrieval / Georges Quenot -- Combining Query Translation Techniques to Improve Cross-Language Information Retrieval / Iryna Gurevych -- Back to the Roots: Mean-Variance Analysis of Relevance Estimations / Keith van Rijsbergen -- Novel Re-ranking Approach Inspired by Quantum Measurement / Yuexian Hou -- Simple vs. Sophisticated Approaches for Patent Prior-Art Search / Gareth J.F. Jones -- Towards Quantum-Based DB+IR Processing Based on the Principle of Polyrepresentation / Keith van Rijsbergen -- ATTention: Understanding Authors and Topics in Context of Temporal Evolution / Steffen Staab -- Role of Emotional Features in Collaborative Recommendation / Joemon M. Jose -- ̂ Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank / Patrick Gallinari |
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Note continued: Personal Blog Retrieval Using Opinion Features / Fabio Crestani -- Processing Queries in Session in a Quantum-Inspired IR Framework / Keith van Rijsbergen -- Towards Predicting Relevance Using a Quantum-Like Framework / Dawei Song -- Fusion vs. Two-Stage for Multimodal Retrieval / Savvas A. Chatzichristofis -- Combination of Feature Selection Methods for Text Categorisation / Kjetil Nørvag -- Demonstrations -- Time-Surfer: Time-Based Graphical Access to Document Content / Robert Gaizauskas -- ARES: A Retrieval Engine Based on Sentiments: Sentiment-Based Search Result Annotation and Diversification / Gianluca Demartini -- Web Search Query Assistance Functionality for Young Audiences / Richard Glassey -- Conversation Retrieval from Twitter / Luca Rossi -- Finding Useful Users on Twitter: Twittomender the Followee Recommender / Barry Smyth -- Visual Exploration of Health Information for Children / Frea Kruisinga |
| Summary |
This book constitutes the refereed proceedings of the 33rd annual European Conference on Information Retrieval Research, ECIR 2011, held in Dublin, Ireland, in April 2010. The 45 revised full papers presented together with 24 poster papers, 17 short papers, and 6 tool demonstrations were carefully reviewed and selected from 223 full research paper submissions and 64 poster/demo submissions. The papers are organized in topical sections on text categorization, recommender systems, Web IR, IR evaluation, IR for Social Networks, cross-language IR, IR theory, multimedia IR, IR applications, interactive IR, and question answering /NLP |
| Analysis |
informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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informatiesystemen |
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information systems |
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internet |
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massamedia |
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mass media |
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computerwetenschappen |
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computer sciences |
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databasebeheer |
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database management |
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datamining |
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data mining |
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kunstmatige intelligentie |
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artificial intelligence |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Information retrieval -- Congresses
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Information storage and retrieval systems.
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Artificial intelligence.
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Information Systems
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Artificial Intelligence
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information storage.
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information retrieval services.
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artificial intelligence.
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Informatique.
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Information retrieval
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Clough, Paul (Paul D.)
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| ISBN |
9783642201615 |
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364220161X |
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3642201601 |
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9783642201608 |
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