Article

Linking archives using document enrichment and term selection

Authors:

Bouke Huurnink,

Maarten de RijkeAuthors Info & Claims

TPDL'11: Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries

Pages 360 - 371

Published: 26 September 2011 Publication History

Abstract

News, multimedia and cultural heritage archives are increasingly offering opportunities to create connections between their collections. We consider the task of linking archives: connecting an item in one archive to one or more items in other, often complementary archives. We focus on a specific instance of the task: linking items with a rich textual representation in a news archive to items with sparse annotations in a multimedia archive, where items should be linked if they describe the same or a related event. We find that the difference in textual richness of annotations presents a challenge and investigate two approaches: (i) to enrich sparsely annotated items with textually rich content; and (ii) to reduce rich news archive items using term selection. We demonstrate the positive impact of both approaches on linking to same events and linking to related events.

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Cited By

Tang YHuang WLiu QTung AWang XYang JZhang BLim EWinslett MSanderson MFu ASun JCulpepper SLo EHo JDonato DAgrawal RZheng YCastillo CSun ATseng VLi C(2017)QALinkProceedings of the 2017 ACM on Conference on Information and Knowledge Management10.1145/3132847.3132934(1359-1368)Online publication date: 6-Nov-2017
https://dl.acm.org/doi/10.1145/3132847.3132934
Ordelman RAly REskevich MHuet BJones GGravier GLarson MJones GOrdelman R(2015)Convenient Discovery of Archived Video Using Audiovisual HyperlinkingProceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia10.1145/2802558.2814652(23-26)Online publication date: 30-Oct-2015
https://dl.acm.org/doi/10.1145/2802558.2814652
Odijk DMeij ESijaranamual Ide Rijke MBaeza-Yates RLalmas MMoffat ARibeiro-Neto B(2015)Dynamic Query Modeling for Related Content FindingProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/2766462.2767715(33-42)Online publication date: 9-Aug-2015
https://dl.acm.org/doi/10.1145/2766462.2767715
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Linking archives using document enrichment and term selection
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Published In

cover image Guide Proceedings

TPDL'11: Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries

September 2011

534 pages

ISBN:9783642244681

Editors:
Stefan Gradmann
Humboldt-Universität zu Berlin, Berlin School of Library and Information Science, Berlin, Germany
,
Francesca Borri
Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy
,
Carlo Meghini
Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy
,
Heiko Schuldt
University of Basel, Databases and Information Systems Group, Basel, Switzerland

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 26 September 2011

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Tang YHuang WLiu QTung AWang XYang JZhang BLim EWinslett MSanderson MFu ASun JCulpepper SLo EHo JDonato DAgrawal RZheng YCastillo CSun ATseng VLi C(2017)QALinkProceedings of the 2017 ACM on Conference on Information and Knowledge Management10.1145/3132847.3132934(1359-1368)Online publication date: 6-Nov-2017
https://dl.acm.org/doi/10.1145/3132847.3132934
Ordelman RAly REskevich MHuet BJones GGravier GLarson MJones GOrdelman R(2015)Convenient Discovery of Archived Video Using Audiovisual HyperlinkingProceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia10.1145/2802558.2814652(23-26)Online publication date: 30-Oct-2015
https://dl.acm.org/doi/10.1145/2802558.2814652
Odijk DMeij ESijaranamual Ide Rijke MBaeza-Yates RLalmas MMoffat ARibeiro-Neto B(2015)Dynamic Query Modeling for Related Content FindingProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/2766462.2767715(33-42)Online publication date: 9-Aug-2015
https://dl.acm.org/doi/10.1145/2766462.2767715
Ordelman REskevich MAly RHuet BJones GGangemi ALeonardi SPanconesi A(2015)Defining and Evaluating Video Hyperlinking for Navigating Multimedia ArchivesProceedings of the 24th International Conference on World Wide Web10.1145/2740908.2742915(727-732)Online publication date: 18-May-2015
https://dl.acm.org/doi/10.1145/2740908.2742915
Blanco ROttaviano GMeij ECheng XLi HGabrilovich ETang J(2015)Fast and Space-Efficient Entity Linking for QueriesProceedings of the Eighth ACM International Conference on Web Search and Data Mining10.1145/2684822.2685317(179-188)Online publication date: 2-Feb-2015
https://dl.acm.org/doi/10.1145/2684822.2685317
Tuarob SPouchard LMitra PGiles C(2015)A generalized topic modeling approach for automatic document annotationInternational Journal on Digital Libraries10.1007/s00799-015-0146-216:2(111-128)Online publication date: 1-Jun-2015
https://dl.acm.org/doi/10.1007/s00799-015-0146-2
Mishra Ade Melo GKacimi MVarde A(2014)Linking Today's Wikipedia and News from the PastProceedings of the 7th Workshop on Ph.D Students10.1145/2663714.2668048(1-8)Online publication date: 3-Nov-2014
https://dl.acm.org/doi/10.1145/2663714.2668048
Tran NChung CBroder AShim KSuel T(2014)Time-aware topic-based contextualizationProceedings of the 23rd International Conference on World Wide Web10.1145/2567948.2567957(15-20)Online publication date: 7-Apr-2014
https://dl.acm.org/doi/10.1145/2567948.2567957
Chen SEskevich MJones GO'Connor N(2014)An Investigation into Feature Effectiveness for Multimedia HyperlinkingProceedings of the 20th Anniversary International Conference on MultiMedia Modeling - Volume 832610.1007/978-3-319-04117-9_23(251-262)Online publication date: 6-Jan-2014
https://dl.acm.org/doi/10.1007/978-3-319-04117-9_23
Arapakis ILalmas MCeylan HDonmez P(2014)Automatically embedding newsworthy links to articlesJournal of the Association for Information Science and Technology10.1002/asi.2295965:1(129-145)Online publication date: 1-Jan-2014
https://dl.acm.org/doi/10.1002/asi.22959
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