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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yun Sha Jing Liu |
| Copyright Year | 2013 |
| Description | Author affiliation: Heavy Heat Treatment Plant, Dalian Huarui Heavy Ind. Group Co., Ltd., Dalian, China (Jing Liu) || Sch. of Inf. Eng., Beijing Inst. of Petrochem. Technol., Beijing, China (Yun Sha) |
| Abstract | It is urgent to find an automatic method of an automatic orientation calculation on the large-scale text in Chinese. Rather than comment their orientation directly in comment texts, people may express their orientation on topic by describe its features using orientation words. The describe word on features indicated their orientation. The orientation of comments on object is called topic orientation. Although the word orientation, also called word polarity, is the foundation for the text orientation analysis, the sentence structure also should be considered in this process. In this paper, text topic orientation is calculated by not only word orientation, but also sentence structure, and an Emotion Submission algorithm is proposed to calculate the sentence topic orientation. This method is suitable for goods comments. The experiment results show that the proposed algorithm is reasonable. |
| Sponsorship | IEEE Toronto Sect. IM/RA Joint Chapt. |
| Starting Page | 110 |
| Ending Page | 113 |
| File Size | 192532 |
| Page Count | 4 |
| File Format | |
| DOI | 10.1109/IMSNA.2013.6742828 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-12-23 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis Dictionaries Semantics Sentence structure Ontologies Sentence orientation Speech Topic orientation analysis Internet Classification algorithms |
| Content Type | Text |
| Resource Type | Article |
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