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Automatic generation of personalized annotation tags for twitter users (2010)
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by
Wei Wu
,
Bin Zhang
,
Mari Ostendorf
| Venue: | In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics |
| Citations: | 18 - 0 self |
BibTeX
@INPROCEEDINGS{Wu10automaticgeneration,
author = {Wei Wu and Bin Zhang and Mari Ostendorf},
title = {Automatic generation of personalized annotation tags for twitter users},
booktitle = {In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2010}
}
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Abstract
This paper introduces a system designed for automatically generating personalized annotation tags to label Twitter user’s interests and concerns. We applied TFIDF ranking and TextRank to extract keywords from Twitter messages to tag the user. The user tagging precision we obtained is comparable to the precision of keyword extraction from web pages for content-targeted advertising. 1
