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An investigation of term weighting approaches for microblog retrieval

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

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Abstract

The use of effective term frequency weighting and document 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 microblogs, 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
Subjects:Computer Science > Information technology
Computer Science > Information retrieval
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
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:16770
Deposited On:10 Apr 2012 14:59 by Neil OHare. Last Modified 10 Apr 2012 14:59

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