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Sentilo: Frame-Based Sentiment Analysis

delete2014-09-02
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PRE
AI
D
Diego Reforgiato Recupero *
V
Valentina Presutti
S
Sergio Consoli
A
Aldo Gangemi
A
Andrea Giovanni Nuzzolese
DOI:10.1007/s12559-014-9302-zdelete
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摘要

摘要

En 中文
Sentilo is an unsupervised, domain-independent system that performs sentiment analysis by hybridizing natural language processing techniques and semantic Web technologies. Given a sentence expressing an opinion, Sentilo recognizes its holder, detects the topics and subtopics that it targets, links them to relevant situations and events referred to by it and evaluates the sentiment expressed on each topic/subtopic. Sentilo relies on a novel lexical resource, which enables a proper propagation of sentiment scores from topics to subtopics, and on a formal model expressing the semantics of opinion sentences. Sentilo provides its output as a RDF graph, and whenever possible it resolves holders' and topics' identity on Linked Data.
Keyword:
Opinion mining
Sentic computing
Sentiment analysis
Conceptual frames
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Cognitive Computation 封面图
Cognitive Computation
IF:
4.3
论文数:
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I
istituto di scienze e tecnologie della cognizione (istc-cnr)
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377
论文数: 281
被引数: 0
C
consiglio nazionale delle ricerche (cnr)
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论文数: 5.7W
被引数: 48
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