How to merge three different methods for information filtering ?

Twitter is now a gold marketing tool for entities concerned with online reputation. To automatically monitor online reputation of entities , systems have to deal with ambiguous entity names, polarity detection and topic detection. We propose three approaches to tackle the first issue: monitoring Twi...

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Bibliographic Details
Published in:arXiv.org 2015-10
Main Authors: Jean-Valère Cossu, Bonnefoy, Ludovic, Bost, Xavier, Marc El Bèze
Format: Article
Language:English
Subjects:
Business competition
Filtration
Gold
On-line systems
Polarity
Social networks
Online Access:Get full text
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Summary:Twitter is now a gold marketing tool for entities concerned with online reputation. To automatically monitor online reputation of entities , systems have to deal with ambiguous entity names, polarity detection and topic detection. We propose three approaches to tackle the first issue: monitoring Twitter in order to find relevant tweets about a given entity. Evaluated within the framework of the RepLab-2013 Filtering task, each of them has been shown competitive with state-of-the-art approaches. Mainly we investigate on how much merging strategies may impact performances on a filtering task according to the evaluation measure.
ISSN:2331-8422