| Presentation | 2018-12-07 Related Term Suggestion for Bibliographic Retrieval in Informatics Michiko Yasukawa, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To find important research papers, users need assistance with effective search clues. We propose a novel framework of related term suggestions for bibliographic retrieval in Informatics. In the search, we focused on associative relations in a database of competitive funds in Japan and a database of bibliography attributes in computer science on a worldwide basis. For enhancing the framework, we designed a text classification task, in which mappings of research descriptions and research category codes must be established. According to the experimental results, two variants of character-based seq2seq approaches showed high accuracies while pattern matching and full text search were not effective. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | information retrieval / text mining / deep learning |
| Paper # | AI2018-26 |
| Date of Issue | 2018-11-30 (AI) |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2018/12/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tsunenori Mine(Kyushu Univ.) |
| Vice Chair | Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.) |
| Secretary | Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.) |
| Assistant | Yuko Sakurai(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
|---|---|
| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Related Term Suggestion for Bibliographic Retrieval in Informatics |
| Sub Title (in English) | |
| Keyword(1) | information retrieval |
| Keyword(2) | text mining |
| Keyword(3) | deep learning |
| 1st Author's Name | Michiko Yasukawa |
| 1st Author's Affiliation | Gunma University(Gunma Univ.) |
| Date | 2018-12-07 |
| Paper # | AI2018-26 |
| Volume (vol) | vol.118 |
| Number (no) | AI-350 |
| Page | pp.pp.5-10(AI), |
| #Pages | 6 |
| Date of Issue | 2018-11-30 (AI) |