| Presentation | 2019-09-10 A Method to Estimate Quantity of Known Information using Word Embedding for Browsing Efficiency Improvement in Web Search Results Jumpei Yamada, Daisuke Kitayama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, with the spread of the Internet and information terminals,opportunities for Web search using search engines are increasing. There have been many researches to make Web search more convenient. However, there are many cases where efficient Web search is not possible. So we focused on the problem that if browsing randomly the Web search results, knowledge cannot be obtained efficiently with the same contents as the visited pages. This problem can be solved by presenting the quantity of known information as comparison criteria between the included information and visited pages for the contents of unvisited pages in the Web search results. In this paper, we suggest a method to estimate the topics included from the word set of visited pages using hierarchical clustering, predicting using degree of similarity the contents from the word set of the snippet of the unvisited page, and Estimate Quantity of Known Information. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | DE2019-17 |
| Date of Issue | 2019-09-03 (DE) |
| Conference Information | |
| Committee | DE / IPSJ-DBS / IPSJ-IFAT |
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| Conference Date | 2019/9/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kogakuin University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Jun Miyazaki(Tokyo Inst. of Tech.) |
| Vice Chair | Shohei Yokoyama(Tokyo Metropolitan Univ.) / Kazuo Goda(Univ. of Tokyo) |
| Secretary | Shohei Yokoyama(NTT) / Kazuo Goda(Univ. of Hyogo) |
| Assistant | Saneyasu Yamaguchi(Kogakuin Univ.) / Shoko Wakamiya(NAIST) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering / Special Interest Group on Database System / Special Interest Group on Information Fundamentals and Access Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method to Estimate Quantity of Known Information using Word Embedding for Browsing Efficiency Improvement in Web Search Results |
| Sub Title (in English) | |
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| 1st Author's Name | Jumpei Yamada |
| 1st Author's Affiliation | Kogakuin University(Kogakuin Univ.) |
| 2nd Author's Name | Daisuke Kitayama |
| 2nd Author's Affiliation | Kogakuin University(Kogakuin Univ.) |
| Date | 2019-09-10 |
| Paper # | DE2019-17 |
| Volume (vol) | vol.119 |
| Number (no) | DE-201 |
| Page | pp.pp.13-18(DE), |
| #Pages | 6 |
| Date of Issue | 2019-09-03 (DE) |