| 智能信息系统中手机产品评论的情感倾向分析 |
| |
| 引用本文： | 楼博文,许歆艺,蔡根,张辰,刘功申.智能信息系统中手机产品评论的情感倾向分析[J].微机发展,2013(12):22-25,29. |
| |
| 作者姓名： | 楼博文 许歆艺 蔡根 张辰 刘功申 |
| |
| 作者单位： | [1]上海交通大学信息安全工程学院,上海200240 [2]华东师范大学计算机科学技术系,上海200241 |
| |
| 基金项目： | “国家级大学生创新创业训练计划”创新训练项目（201210248039,IPP5106）;国家自然科学基金资助项目（61272441） |
| |
| 摘 要： | 目前国内用户购买和使用大量不同手机产品。为帮助手机生产商识别用户评论的情感倾向、为其他潜在的手机用户提供手机产品购买建议，文中通过模块设计构建一个处理手机产品评论的智能信息系统，该系统用于挖掘和分析针对手机产品的评论信息。其中情感倾向分析是该系统的核心环节，因此文中研究并提出了一种基于条件随机场的针对手机产品的情感倾向识别方法，并通过采用多种实验手段寻找并验证该识别方法的有效性，从而完成对手机产品评论的高效、准确的自动识别。
|
| 关 键 词： | 手机产品 信息系统 条件随机场 情感倾向 |
Analysis on Sentiment Orientation of Mobile Phone Product Reviews in Intelligent Information System |
| |
| LOU Bo-wen,XU Xin-yi,CAI Gen,ZHANG Chen,LIU Gong-shen.Analysis on Sentiment Orientation of Mobile Phone Product Reviews in Intelligent Information System[J].Microcomputer Development,2013(12):22-25,29. |
| |
| Authors: | LOU Bo-wen XU Xin-yi CAI Gen ZHANG Chen LIU Gong-shen |
| |
| Affiliation: | 1. School of Information Security Engineering, Shanghai Jiaotong University, Shanghai 200240, China; 2. Department of Computer Science and Technology, East China Normal University, Shanghai 200241, China) |
| |
| Abstract: | Abstract： Nowadays, more kinds of mobile phone products are used by consumers in China. Use module design to build an intelligent in- formation system, which can help manufacturers recognize sentiment orientation of product reviews, and provide other consumers for sug- gestions on buying mobile phone products. This system has the function of mining and analyzing mobile phone product reviews, and the sentiment orientation is the key module of the system. Therefore, put forward a method based on conditional random fields to analyze sen- timent orientation of mobile phone product reviews. For accurate and efficient automatic recognition,many methods are adopted in the ex- periment and the efficiency of the method is verified. |
| |
| Keywords: | mobile phone product information system conditional random fields sentiment orientation |
| 本文献已被 维普 等数据库收录！ |
|
