NDLI: Semantic orientation calculation of words with different part of speech

Content Provider	IEEE Xplore Digital Library
Author	Ming Xia Yun Sha Xiaohua Wang Huina Jiang
Copyright Year	2011
Description	Author affiliation: Beijing Institute of Petrochemical Technology, Colleague of Economic Management, China (Xiaohua Wang) \|\| Beijing Institute of Petrochemical Technology, Colleague of Information Engineering, China (Yun Sha; Huina Jiang) \|\| Beijing University of Chemical Technology, Colleague of Information Science & Technology, China (Ming Xia)
Abstract	with the rapid development of Internet, the network gradually changes from simple static information carrier into platform on which people express their views and show personality. Faced with such a sea of emotional information-rich text, it is urgent to find method of a quick orientation calculation on the large-scale text. Orientation calculation of words is the basis of orientation calculation on the large-scale text. Aiming at the problem that is orientation calculation of words relies mainly upon benchmark words, the paper builds dynamic benchmark set in accordance with part of speech of words and provides the method of semantic orientation calculation of words based on dynamic benchmark set. The proposed method is tested on test set contains verbs and adjectives and more than 90% accuracy have been achieved, which shows the validity and rationality of the method.
Starting Page	922
Ending Page	926
File Size	255310
Page Count	5
File Format	PDF
ISBN	9781424499502
ISSN	21579563
e-ISBN	9781424499533
DOI	10.1109/ICNC.2011.6022239
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-07-26
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Context Semantics Buildings Benchmark testing dynamic benchmark set Speech Petrochemicals Internet semantic orientation
Content Type	Text
Resource Type	Article

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