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An investigation of term weighting approaches for microblog retrieval

Ferguson, Paul and OHare, Neil and Lanagan, James and Phelan, Owen and McCarthy, Kevin (2012) An investigation of term weighting approaches for microblog retrieval. In: 34th European Conference on Information Retrieval, ECIR2012, 1-5 Apr 2012, Barcelona, Spain.

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Abstract

The use of effective term frequency weighting and docu- ment length normalisation strategies have been shown over a number of decades to have a significant positive effect for document retrieval. When dealing with much shorter documents, such as those obtained from mi- croblogs, it would seem intuitive that these would have less benefit. In this paper we investigate their effect on microblog retrieval performance using the Tweets2011 collection from the TREC 2011 Microblog Track.

Item Type:Conference or Workshop Item (Poster)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Microblogs; Twitter; term weighting; document length normalisation; microblog retrieval; TREC
Subjects:Computer Science > Information storage and retrieval systems
Computer Science > Information retrieval
Computer Science > World Wide Web
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Research Initiatives and Centres > CLARITY: The Centre for Sensor Web Technologies
Published in:Proceedings of ECIR 2012. Lecture Notes in Computer Science 7224/2012. Springer Verlag.
Publisher:Springer Verlag
Official URL:http:/dx.doi.org/10.1007/978-3-642-28997-2_62
Copyright Information:© 2012 Springer Verlag The original publication is available at www.springerlink.com
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland
ID Code:16788
Deposited On:10 Apr 2012 11:58 by Alan F. Smeaton. Last Modified 10 Apr 2012 11:58

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