Article

Moving towards adaptive search in digital libraries

Authors:

Udo Kruschwitz,

M-Dyaa Albakour,

Johannes Leveling,

Nikolaos Nanas,

Anne De RoeckAuthors Info & Claims

NLP4DL'09/AT4DL'09: Proceedings of the 2009 international conference on Advanced language technologies for digital libraries

Pages 41 - 60

Published: 15 June 2009 Publication History

Abstract

Search applications have become very popular over the last two decades, one of the main drivers being the advent of the Web. Nevertheless, searching on the Web is very different to searching on smaller, often more structured collections such as digital libraries, local Web sites, and intranets. One way of helping the searcher locating the right information for a specific information need in such a collection is by providing well-structured domain knowledge to assist query modification and navigation. There are two main challenges which we will both address in this chapter: acquiring the domain knowledge and adapting it automatically to the specific interests of the user community. We will outline how in digital libraries a domain model can automatically be acquired using search engine query logs and how it can be continuously updated using methods resembling ant colony behaviour.

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Cited By

Clark MKim YKruschwitz USong DAlbakour DDignum SBeresi UFasli MDe Roeck A(2019)Automatically structuring domain knowledge from textInformation Processing and Management: an International Journal10.1016/j.ipm.2011.07.00248:3(552-568)Online publication date: 9-Dec-2019
https://dl.acm.org/doi/10.1016/j.ipm.2011.07.002
Della Rocca PSenatore SLoia V(2017)A semantic-grained perspective of latent knowledge modelingInformation Fusion10.1016/j.inffus.2016.11.00336:C(52-67)Online publication date: 1-Jul-2017
https://dl.acm.org/doi/10.1016/j.inffus.2016.11.003
Alhindi AKruschwitz UFox CAlbakour M(2015)Profile-Based Summarisation for Web Site NavigationACM Transactions on Information Systems10.1145/269966133:1(1-39)Online publication date: 17-Feb-2015
https://dl.acm.org/doi/10.1145/2699661
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Published In

cover image Guide Proceedings

NLP4DL'09/AT4DL'09: Proceedings of the 2009 international conference on Advanced language technologies for digital libraries

June 2009

171 pages

ISBN:9783642231599

Editors:
Raffaella Bernardi
University of Trento, Povo, Italy
,
Ilya Zaihrayeu
University of Trento, Povo, Italy
,
Sally Chambers
The European Library, The National Library of the Netherlands, The Hague, The Netherlands
,
Björn Gottfried
University of Bremen, Germany
,
Frédérique Segond
Xerox Research Centre Europe, Meylan, France

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 15 June 2009

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Cited By

Clark MKim YKruschwitz USong DAlbakour DDignum SBeresi UFasli MDe Roeck A(2019)Automatically structuring domain knowledge from textInformation Processing and Management: an International Journal10.1016/j.ipm.2011.07.00248:3(552-568)Online publication date: 9-Dec-2019
https://dl.acm.org/doi/10.1016/j.ipm.2011.07.002
Della Rocca PSenatore SLoia V(2017)A semantic-grained perspective of latent knowledge modelingInformation Fusion10.1016/j.inffus.2016.11.00336:C(52-67)Online publication date: 1-Jul-2017
https://dl.acm.org/doi/10.1016/j.inffus.2016.11.003
Alhindi AKruschwitz UFox CAlbakour M(2015)Profile-Based Summarisation for Web Site NavigationACM Transactions on Information Systems10.1145/269966133:1(1-39)Online publication date: 17-Feb-2015
https://dl.acm.org/doi/10.1145/2699661
Saad SKruschwitz U(2011)Applying web usage mining for adaptive intranet navigationProceedings of the Second international conference on Multidisciplinary information retrieval facility10.5555/2018142.2018156(118-133)Online publication date: 6-Jun-2011
https://dl.acm.org/doi/10.5555/2018142.2018156

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