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E-book
Author Cross-Language Evaluation Forum. Conference (6th : 2015 : Toulouse, France)

Title Experimental IR meets multilinguality, multimodality, and interaction : 6th International Conference of the CLEF Association, CLEF'15 Toulouse, France, September 8-11, 2015, Proceedings / Josiane Mothe, Jacques Savoy, Jaap Kamps, Karen Pinel-Sauvagnat, Gareth J.F. Jones, Eric SanJuan, Linda Cappellato, Nicola Ferro (eds.)
Published Cham : Springer, 2015

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Description 1 online resource (xxi, 542 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 9283
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 9283. 0302-9743
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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
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
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
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
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
computer sciences
man-machine interaction
computers
gebruikersinterfaces
user interfaces
taal
language
computertechnieken
computer techniques
taalwetenschappen
linguistics
informatiesystemen
information systems
internet
informatieontsluiting
information retrieval
informatieopslag
information storage
kunstmatige intelligentie
artificial intelligence
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Notes International conference proceedings
Includes author index
English
Online resource; title from PDF title page (SpringerLink, viewed September 4, 2015)
Subject Natural language processing (Computer science) -- Congresses
Natural language processing (Computer science)
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Mothe, Josiane, editor
Savoy, Jacques, 1958- editor.
Kamps, Jaap, editor.
Pinel-Sauvagnat, Karen, editor
Jones, Gareth J. F., editor.
San Juan, E. (Eric), editor.
Cappellato, Linda, editor
Ferro, Nicola, editor.
ISBN 9783319240275
3319240277
3319240269
9783319240268
9783030285777
3030285774
Other Titles CLEF'15