本文已被：浏览 1799次 下载 4941次
Received:April 14, 2016 Revised:May 12, 2016
Received:April 14, 2016 Revised:May 12, 2016
中文摘要: 提出一种基于文本特征的专门面向酒店评论领域的情感分析模型,通过构建酒店评论领域专用情感词典,并结合酒店评论的句式特征、语法特点,解决了通用情感分析模型应用在酒店评论领域时,情感匹配不全面,情感值计算不精确等问题.本文实验结果表明,基于文本特征的情感分析模型能对酒店评论情感分析取得较好的分类效果.
Abstract:This paper proposes a hotel reviews sentiment analysis model based on text features.The way of the model includes the building of hotel reviews emotional dictionary and the analyzing of hotel reviews sentence patterns and grammar patterns.By this way, we have solved the problems of incomplete emotional matches and the inaccuracy of emotional values counting.Results of this test show that this model has better classification results especially for hotel reviews sentiment analysis.
keywords: sentiment analysis model special sentiment dictionary sentence patterns grammar patterns hotel reviews
文章编号： 中图分类号： 文献标志码：
基金项目:
引用文本：
李胜宇,高俊波,许莉莉.面向酒店评论的情感分析模型.计算机系统应用,2017,26(1):227-231
LI Sheng-Yu,GAO Jun-Bo,XU Li-Li.Sentiment Analysis Solution Based on Hotel Product Reviews.COMPUTER SYSTEMS APPLICATIONS,2017,26(1):227-231
李胜宇,高俊波,许莉莉.面向酒店评论的情感分析模型.计算机系统应用,2017,26(1):227-231
LI Sheng-Yu,GAO Jun-Bo,XU Li-Li.Sentiment Analysis Solution Based on Hotel Product Reviews.COMPUTER SYSTEMS APPLICATIONS,2017,26(1):227-231
