Paper Info
Title
A proposed sentiment analysis tool for modern Arabic using human-based computing
Abstract
Sentiment analysis is the process of identifying the polarity of sentiments held in opinions found in pieces of text and classifying them as positive, negative or neutral. In this paper, we propose the implementation of a sentiment analysis tool that is conducted over text found in Arabic new media including web forums, comments on newspaper articles and other websites with evaluative content. The expected input of the tool, which is informal Colloquial Arabic, is characterized to be of highly non-structured nature and subject to trends used to express sentiments. Our solution is a novel technique that merges the area of human computation with the task of natural language processing.
Year
DOI
Venue
2011
10.1145/2095536.2095651
iiWAS
Keywords
Field
DocType
human computation,evaluative content,arabic new media,proposed sentiment analysis tool,modern arabic,natural language processing,newspaper article,informal colloquial arabic,human-based computing,non-structured nature,expected input,sentiment analysis tool,sentiment analysis,new media,arabic language,opinion mining
Data mining,Arabic,Computer science,Sentiment analysis,New media,Newspaper,Human computation,Natural language processing,Artificial intelligence
Conference
Citations 
PageRank 
References 
15
0.77
17
Authors
3
Name
Order
Citations
PageRank
Afnan A. Al-Subaihin1766.02
Hend S. Al-Khalifa227651.73
AbdulMalik S. Al-Salman314118.35