| 面向酒店评论的情感分析模型 |
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| 引用本文： | 李胜宇,高俊波,许莉莉. 面向酒店评论的情感分析模型[J]. 计算机系统应用, 2017, 26(1): 227-231 |
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| 作者姓名： | 李胜宇 高俊波 许莉莉 |
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| 作者单位： | 上海海事大学 信息工程学院, 上海 201306,上海海事大学 信息工程学院, 上海 201306,上海海事大学 信息工程学院, 上海 201306 |
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| 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.
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| 关 键 词： | 情感分析模型 专用情感词典 句式特征 语法特点 酒店评论 |
| 收稿时间： | 2016-04-14 |
| 修稿时间： | 2016-05-12 |
Sentiment Analysis Solution Based on Hotel Product Reviews |
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| LI Sheng-Yu,GAO Jun-Bo and XU Li-Li. Sentiment Analysis Solution Based on Hotel Product Reviews[J]. Computer Systems& Applications, 2017, 26(1): 227-231 |
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| Authors: | LI Sheng-Yu GAO Jun-Bo XU Li-Li |
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| Affiliation: | College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China,College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China and College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China |
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| 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. |
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| Keywords: | sentiment analysis model special sentiment dictionary sentence patterns grammar patterns hotel reviews |
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