| Presentation | 2013-06-22 Automatic Alignment of Tweets with Research Papers Hikaru NAKAHASHI, Hidetsugu NANBA, Toshiyuki TAKEZAWA, Atsuhiro TAKASU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, participants of academic conferences often post their comments for each research paper (presentation) to Twitter. Some of these comments are useful for understanding the papers from various viewpoints. Therefore, we have studied automatic alignment of tweets with research papers. The procedure consists of the following two steps: (1) alignment each tweet with a research paper and (2) classification of tweets for detecting useful ones. We conducted some experiments to confirm the effectiveness of our method. From the results, we obtained recall and precision scores of 0.5080 and 0.4853, respectively, for the alignment of tweets with research papers. We also obtained recall and precision scores of 0.4533 and 0.5782, respectively, for the classification of tweets. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Twitter / research paper / DP matching / SVM |
| Paper # | DE2013-17 |
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| Conference Information | |
| Committee | DE |
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| Conference Date | 2013/6/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Data Engineering (DE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Alignment of Tweets with Research Papers |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | research paper |
| Keyword(3) | DP matching |
| Keyword(4) | SVM |
| 1st Author's Name | Hikaru NAKAHASHI |
| 1st Author's Affiliation | Graduate School of Information Sciences, Hiroshima City University() |
| 2nd Author's Name | Hidetsugu NANBA |
| 2nd Author's Affiliation | National Institute of Informatics |
| 3rd Author's Name | Toshiyuki TAKEZAWA |
| 3rd Author's Affiliation | National Institute of Informatics |
| 4th Author's Name | Atsuhiro TAKASU |
| 4th Author's Affiliation | National Institute of Informatics |
| Date | 2013-06-22 |
| Paper # | DE2013-17 |
| Volume (vol) | vol.113 |
| Number (no) | 105 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |