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What is Sentiment Polarity

Handbook of Research on Smart Technology Applications in the Tourism Industry
It is the expression that determines the sentimental aspect of an opinion. In textual data, the result of sentiment analysis can be determined for each entity in the sentence, document or sentence. The sentiment polarity can be determined as positive, negative and neutral.
Published in Chapter:
Opinion Mining in Tourism: A Study on “Cappadocia Home Cooking” Restaurant
Ibrahim Akın Özen (Faculty of Tourism, Nevşehir Hacı Bektas Veli University, Turkey) and Ibrahim Ilhan (Faculty of Tourism, Nevşehir Hacı Bektas Veli University, Turkey)
DOI: 10.4018/978-1-7998-1989-9.ch003
Abstract
In the tourism sector, online tourist reviews analysis is one of the methods to evaluate the products and services offered by businesses and understand the needs of tourists. These reviews take place in social networks and e-commerce sites in parallel with the developments in information and communication technologies. Tourists generate these reviews during or after their use of the products or services. In the literature, these reviews are referred to as UGC (User Generated Content) or eWOM (electronic word-of-mouth). The scientific evaluation of the textual contents in tourist reviews is done by text mining, which is a sub-area of data mining. This chapter discusses the methods and techniques of opinion mining or sentiment analysis. In addition, aspect-based sentiment analysis and techniques to be used in the application are discussed. A case study was carried out using aspect-based sentiment analysis method. In the application “Cappadocia home cooking” restaurant used tourist reviews.
Full Text Chapter Download: US $37.50 Add to Cart
More Results
What Are Basketball Fans Saying on Twitter?: Evidence From Euroleague Basketball's Final Four Event
A basic task in sentiment analysis classifying whether the expressed opinion in a document, a sentence or an entity feature/aspect is positive, negative, or neutral.
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Sentiment Analysis as a Restricted NLP Problem
Sentiment polarity for an element defines the orientation of the expressed sentiment, i.e., it determines if the text expresses the positive, negative or neutral sentiment of the user about the entity in consideration.
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