Paper Info
Title
Belief Propagation Method For Word Sentiment In Wordnet 3.0
Abstract
The main goal of the paper is to present that word's sentiment can be discovered from propagation through well-defined word networks such as Word-Net. Therefore a new method for propagation of sentiment from a given word seed - Micro-WNOp corpus over the word network (WordNet 3.0) has been proposed and evaluated. The experimental studies proved that WordNet has a great potential in sentiment propagation, even if types of links (e.g. hyponymy, heteronymy etc.) and semantic meaning of words are not taken into consideration.
Year
DOI
Venue
2014
10.1007/978-3-319-05458-2_28
INTELLIGENT INFORMATION AND DATABASE SYSTEMS, PT II
Keywords
Field
DocType
sentiment analysis, belief propagation, relational propagation, wordnet, sentiwordnet, complex networks, linguistic network
Sentiment analysis,Computer science,Complex network,Artificial intelligence,Natural language processing,WordNet,Belief propagation
Conference
Volume
ISSN
Citations 
8398
0302-9743
0
PageRank 
References 
Authors
0.34
6
7
Name
Order
Citations
PageRank
Andrzej Misiaszek101.35
Przemyslaw Kazienko264063.34
Marcin Kulisiewicz391.58
Lukasz Augustyniak4144.08
Wlodzimierz Tuliglowicz5191.78
Adrian Popiel601.01
Tomasz Kajdanowicz725134.89