Techniques and Applications for Sentiment Analysis
Communications of the ACM, 56 (4):
82--89 (April 2013)DOI: 10.1145/2436256.2436274
Abstract
The paper presents the main applications and challenges of one of the hottest research areas in computer science. Sentiment analysis (or Opinion mining) is defined as the task of finding the opinions of authors about specific entities. The decision-making process of people is affected by the opinions formed by thought leaders and ordinary people. When a person wants to buy a product online he or she will typically start by searching for reviews and opinions written by other people on the various offerings. Sentiment analysis is one of the hottest research areas in computer science. Over 7,000 articles have been written on the topic. Hundreds of startups are developing sentiment analysis solutions and major statistical packages such as SAS and SPSS include dedicated sentiment analysis modules.
