Description |
1 online resource (xxi, 542 pages) : illustrations |
Series |
Lecture notes in computer science, 0302-9743 ; 9283 |
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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 ; 9283. 0302-9743
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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Contents |
Intro; Preface; Organization; Keynotes; Personal Information Systemsand Personal Semantics; Evaluating the Search Experience:From Retrieval Effectiveness to User Engagement; Beyond Information Retrieval:When and How Not to Find Things; Contents; Experimental IR; Experimental Study on Semi-structured Peer-to-Peer Information Retrieval Network; 1 Introduction; 2 Related Work; 3 Experimental Methodology; 3.1 Testbeds and Queries; 3.2 Retrieval Process and Evaluation; 4 Retrieval Effectiveness of Semi-structured P2PIR Systems; 4.1 Centralised System; 4.2 Semi-structured P2PIR Architecture |
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5 Retrieval Models in Semi-structured System6 The Resource Selection Methods on Semi-structured P2PIR Systems; 6.1 Message Complexity; 6.2 Retrieval Effectiveness; 7 Conclusion; References; Evaluating Stacked Marginalised Denoising Autoencoders Within Domain Adaptation Methods; 1 Introduction; 2 Domain Adaptation Problem and Methods; 2.1 Stacked Marginalized Denoising Autoencoders; 3 Datasets and Evaluation Framework; 4 Evaluation Results; 4.1 Comparing sMDAs to Other Domain Adaptation Approaches; 5 Conclusion; References |
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Language Variety Identification Using Distributed Representations of Words and Documents1 Introduction; 2 Related Work; 3 Continuous Skip-Gram Model; 3.1 Learning Sentence Vectors; 3.2 Classification Using Distributed Representations; 4 Alternative Methods for Language Variety Identification; 4.1 Information Gain Word-Patterns; 4.2 Emotion-labeled Graphs; 5 Evaluation; 6 Conclusions; References; Evaluating User Image Tagging Credibility; 1 Introduction; 2 A Multi-Topic Tagging Credibility Dataset (MTTCred); 2.1 User Credibility Dataset Design; 2.2 Dataset Creation; 2.3 Dataset Statistics |
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2.4 Deriving a Ground Truth Credibility Score3 User Credibility Features; 4 Problem Definition; 4.1 Data Exploration; 4.2 User Classification Experiments; 4.3 Credible Users Retrieval Experiments; 5 Conclusions and Future Work; References; Web and Social Media; Tweet Expansion Method for Filtering Task in Twitter; 1 Introduction; 2 Filtering Method; 2.1 Overview; 2.2 Expansion Steps; 3 Experimental Results; 3.1 Experimental Setup; 3.2 Results; 3.3 Discussion; 4 Conclusion and Future Work; References; Real-Time Entity-Based Event Detection for Twitter; 1 Introduction; 2 Background |
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2.1 Named Entities in Events and Twitter3 Entity-Based Event Detection; 3.1 Pre-processing; 3.2 Clustering; 3.3 Burst Detection; 3.4 Cluster Identification; 3.5 Event Merging; 4 Experimentation; 5 Results and Discussion; 5.1 Effect of Named Entities; 5.2 Nouns, Verbs, Hashtags and Retweets; 5.3 Evaluation Measures; 6 Conclusion; References; A Comparative Study of Click Models for Web Search; 1 Introduction; 2 Click Models; 3 Evaluation Measures; 4 Experimental Setup; 5 Results; 6 Conclusion; References; Evaluation of Pseudo Relevance Feedback Techniques for Cross Vertical Aggregated Search |
Summary |
This book constitutes the refereed proceedings of the 6th International Conference of the CLEF Initiative, CLEF 2015, held in Toulouse, France, in September 2015. The 31 full papers and 20 short papers presented were carefully reviewed and selected from 68 submissions. They cover a broad range of issues in the fields of multilingual and multimodal information access evaluation, also included are a set of labs and workshops designed to test different aspects of mono and cross-language information retrieval systems |
Analysis |
computerwetenschappen |
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computer sciences |
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man-machine interaction |
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computers |
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gebruikersinterfaces |
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user interfaces |
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taal |
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language |
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computertechnieken |
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computer techniques |
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taalwetenschappen |
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linguistics |
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informatiesystemen |
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information systems |
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internet |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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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) |
Notes |
International conference proceedings |
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Includes author index |
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English |
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Online resource; title from PDF title page (SpringerLink, viewed September 4, 2015) |
Subject |
Natural language processing (Computer science) -- Congresses
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Natural language processing (Computer science)
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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 |
Mothe, Josiane, editor
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Savoy, Jacques, 1958- editor.
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Kamps, Jaap, editor.
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Pinel-Sauvagnat, Karen, editor
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Jones, Gareth J. F., editor.
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San Juan, E. (Eric), editor.
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Cappellato, Linda, editor
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Ferro, Nicola, editor.
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ISBN |
9783319240275 |
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3319240277 |
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3319240269 |
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9783319240268 |
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9783030285777 |
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3030285774 |
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