A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm
Authors:
- 10 June 2022
- book chapter
- Published by IGI Global Scientific Publishing
- p. 314-328
Abstract
With the growth of e-commerce web sites, the demand of writing reviews on these portals have gained huge popularity. This huge data must be mined to analyze the opinion and for making better decisions in different domains. In this paper, we have proposed an aspect based opinion mining algorithm for the tourism domain. It first determines the aspects, and then extracts the opinion words related to the aspects. The opinion words are provided a score based on the Senti-Wordnet and the final score of each aspect is calculated by the summation of the scores of the opinions. The final score is visualized depicting ranking of scores of different aspects for different hotels. Request access from your librarian to read this chapter's full text.Keywords
This publication has 21 references indexed in Scilit:
- Twitter brand sentiment analysis: A hybrid system using n-gram analysis and dynamic artificial neural networkExpert Systems with Applications, 2013
- Whose and what chatter matters? The effect of tweets on movie salesDecision Support Systems, 2013
- ‘Long autonomy or long delay?’ The importance of domain in opinion miningExpert Systems with Applications, 2013
- Document-level sentiment classification: An empirical comparison between SVM and ANNExpert Systems with Applications, 2013
- Sentiment Analysis and Opinion MiningSynthesis Lectures on Human Language Technologies, 2012
- Survey on mining subjective data on the webData Mining and Knowledge Discovery, 2011
- Predicting consumer sentiments from online textDecision Support Systems, 2011
- Principles for successful mobile CRM in organisations from data mining perspectiveInternational Journal of Electronic Customer Relationship Management, 2010
- Opinion Mining and Sentiment AnalysisFoundations and Trends® in Information Retrieval, 2008
- Semantic networks of englishCognition, 1991