Sentiment Analysis On Unstructured Review

被引:4
作者
Nithya, R. [1 ]
Maheswari, D. [1 ]
机构
[1] RVS Coll Arts & Sci, Sch Comp Studies UG, Sulur, India
来源
2014 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING APPLICATIONS (ICICA 2014) | 2014年
关键词
opinion mining; feature extraction; sentiment Classification;
D O I
10.1109/ICICA.2014.81
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Sentiment analysis mainly focuses on subjectivity and polarity detection. Today consumers make buying decision based on the customer's review that is available in some of the online shopping sites like shopclues, fabfurnish, pepperfry, flipkart etc. There are also some of the specific websites which discuss about positive and negative facts of those products that comes to market like reevoo, buzzillions, bizarte, amazon etc. Hence this type of analysis are socially very needed for sellers to undergo market analysis, branding, product penetration, market segmentation and so on. Here, the proposed paper classifies the most identified features using supervised learning method Naive Bayes and determined their positive, negative and neutral polarity distribution.
引用
收藏
页码:367 / 371
页数:5
相关论文
共 11 条
[1]  
Agarwal A, 2005, GWC 2006: THIRD INTERNATIONAL WORDNET CONFERENCE, PROCEEDINGS, P3
[2]  
[Anonymous], P EMNLP
[3]  
[Anonymous], P 19 NAT C ART INT
[4]   ON CERTAIN INTEGRALS OF LIPSCHITZ-HANKEL TYPE INVOLVING PRODUCTS OF BESSEL FUNCTIONS [J].
EASON, G ;
NOBLE, B ;
SNEDDON, IN .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL AND PHYSICAL SCIENCES, 1955, 247 (935) :529-551
[5]  
Hsiang Hui Lek, 2012, 24 INT C TOOLS ART I
[6]  
Hu M., 2004, P TENTHACM SIGKDD IN, P168
[7]  
khan Khairullah, 2012, 4 INT C INT ADV SYST
[8]  
Ma Hai-Bing, 2011, P 2011 INT C MACH LE
[9]   Thumbs up? Sentiment classification using machine learning techniques [J].
Pang, B ;
Lee, L ;
Vaithyanathan, S .
PROCEEDINGS OF THE 2002 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, 2002, :79-86
[10]  
Talele Dipali V., 2013, ASIAN J COMPUTER SCI