| 社会标签情感分析的个性化影视推荐算法研究 |
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| 引用本文： | 王忠,周庆标,方杰,张洪渊.社会标签情感分析的个性化影视推荐算法研究[J].电声技术,2012,36(7):58-63. |
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| 作者姓名： | 王忠 周庆标 方杰 张洪渊 |
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| 作者单位： | 1. 温州大学城市学院,浙江温州,325035
2. 浙江工业职业技术学院计算机分院,浙江绍兴,312000 |
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| 摘 要： | 提出了一种在标签中引入情感分析的个性化推荐算法,该算法在两个共享资源的相似度计算中考虑了情感因子以改进已有的推荐算法。在实际数据集上比较了多种个性化推荐算法的命中率,实验结果证明了已提出算法的先进性。
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| 关 键 词： | 情感分析 标签推荐系统 社会标签系统 |
Incorporating Sentiment Analysis for Improved Tag-based Recommendation |
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| WANG Zhong
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ZHOU Qingbiao
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FANG Jie
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ZHANG Hongyuan.Incorporating Sentiment Analysis for Improved Tag-based Recommendation[J].Audio Engineering,2012,36(7):58-63. |
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| Authors: | WANG Zhong ZHOU Qingbiao FANG Jie ZHANG Hongyuan |
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| Affiliation: | 1. Department of Computer Science and Engineering, Wenzhou University, Wcnzhou Zhejiang 325035, China ; 2. Department of Computer Science and Engineering, Zhejiang Industry Polytechnic College, Shaoxing Zhejiang 312000, China) |
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| Abstract: | In this paper, a sentiment enhanced tag -based recommendation approach is proposed by incorporating sentiment analysis of tags that annotated on resources. The presented approach introduces a sentiment enhancement factor to the similarity metric which measures the matching between resources. The evaluation results on a real datasets demonstrate that our approach can outperform the other compared approaches in terms of recommendation precision. |
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| Keywords: | sentiment analysis tag recommender systems social annotation systems |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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