The organization of an effective aspect-based oppinion mining system
Social platforms are currently used as independent tools where people exchange information about their personal life and share common interests. On the other hand, these people use the Web to browse and find other information, e.g. an interesting destination for holidays, a doctor, a movie, a mobile...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Editura Universităţii "Petru Maior"
2012-06-01
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| Series: | Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș |
| Subjects: | |
| Online Access: | http://scientificbulletin.upm.ro/papers/2012/26_1/THE%20ORGANIZATION%20OF%20AN%20EFFECTIVE%20ASPECT-BASED%20OPPINION%20MINING%20SYSTEM.pdf |
| _version_ | 1819096400183427072 |
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| author | Claudia Maria Goga Johann Stan |
| author_facet | Claudia Maria Goga Johann Stan |
| author_sort | Claudia Maria Goga |
| collection | DOAJ |
| description | Social platforms are currently used as independent tools where people exchange information about their personal life and share common interests. On the other hand, these people use the Web to browse and find other information, e.g. an interesting destination for holidays, a doctor, a movie, a mobile phone, etc. Even with the emergence of the Web 2.0 - where a user can benefit from other users’ experience on the Web, users are still constrained to combine and synthesize themselves information issued from social platforms: read through all of the reviews, check if a user can be trusted or not etc. In this work, we investigate how to build a system that can help reducing the effort needed to synthetize opinions about an item and present it in a user friendly way with new visual metaphors. We focus on the general approach and describe the main steps for building such a framework. |
| first_indexed | 2024-12-21T23:58:35Z |
| format | Article |
| id | doaj.art-2bf3eeca3d784619b92d22e095b607b4 |
| institution | Directory Open Access Journal |
| issn | 1841-9267 2285-438X |
| language | English |
| last_indexed | 2024-12-21T23:58:35Z |
| publishDate | 2012-06-01 |
| publisher | Editura Universităţii "Petru Maior" |
| record_format | Article |
| series | Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș |
| spelling | doaj.art-2bf3eeca3d784619b92d22e095b607b42022-12-21T18:45:45ZengEditura Universităţii "Petru Maior"Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș1841-92672285-438X2012-06-019 (XXVI)11821The organization of an effective aspect-based oppinion mining systemClaudia Maria GogaJohann StanSocial platforms are currently used as independent tools where people exchange information about their personal life and share common interests. On the other hand, these people use the Web to browse and find other information, e.g. an interesting destination for holidays, a doctor, a movie, a mobile phone, etc. Even with the emergence of the Web 2.0 - where a user can benefit from other users’ experience on the Web, users are still constrained to combine and synthesize themselves information issued from social platforms: read through all of the reviews, check if a user can be trusted or not etc. In this work, we investigate how to build a system that can help reducing the effort needed to synthetize opinions about an item and present it in a user friendly way with new visual metaphors. We focus on the general approach and describe the main steps for building such a framework.http://scientificbulletin.upm.ro/papers/2012/26_1/THE%20ORGANIZATION%20OF%20AN%20EFFECTIVE%20ASPECT-BASED%20OPPINION%20MINING%20SYSTEM.pdfopinion miningsentiment analysisaspect-based opinion miningaspect extractionsummarization |
| spellingShingle | Claudia Maria Goga Johann Stan The organization of an effective aspect-based oppinion mining system Scientific Bulletin of the ''Petru Maior" University of Tîrgu Mureș opinion mining sentiment analysis aspect-based opinion mining aspect extraction summarization |
| title | The organization of an effective aspect-based oppinion mining system |
| title_full | The organization of an effective aspect-based oppinion mining system |
| title_fullStr | The organization of an effective aspect-based oppinion mining system |
| title_full_unstemmed | The organization of an effective aspect-based oppinion mining system |
| title_short | The organization of an effective aspect-based oppinion mining system |
| title_sort | organization of an effective aspect based oppinion mining system |
| topic | opinion mining sentiment analysis aspect-based opinion mining aspect extraction summarization |
| url | http://scientificbulletin.upm.ro/papers/2012/26_1/THE%20ORGANIZATION%20OF%20AN%20EFFECTIVE%20ASPECT-BASED%20OPPINION%20MINING%20SYSTEM.pdf |
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