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A Comparative Study of Vector Space and Probabilistic Models in Computing Similarity of Scientific Papers
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Hamedani, Masoud Reyhani | - |
| dc.contributor.author | Kim, Sang Wook | - |
| dc.date.accessioned | 2022-07-16T05:38:05Z | - |
| dc.date.available | 2022-07-16T05:38:05Z | - |
| dc.date.created | 2021-05-13 | - |
| dc.date.issued | 2014-03 | - |
| dc.identifier.issn | 2383-6318 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/160463 | - |
| dc.description.abstract | In this paper, we evaluate and compare the effectiveness and efficiency of the text-based similarity measures based on the vector space model and probabilistic model for scientific papers by using a real-world dataset. Our extensive experimental results show that the similarity measures based on the vector space model are more appropriate to compute the similarity of scientific papers. | - |
| dc.language | 영어 | - |
| dc.language.iso | en | - |
| dc.publisher | 한국정보과학회 | - |
| dc.title | A Comparative Study of Vector Space and Probabilistic Models in Computing Similarity of Scientific Papers | - |
| dc.title.alternative | 논문 유사도 계산에서 벡터 공간 모델과 확률 모델의 비교 연구 | - |
| dc.type | Article | - |
| dc.contributor.affiliatedAuthor | Kim, Sang Wook | - |
| dc.identifier.bibliographicCitation | 정보과학회 컴퓨팅의 실제 논문지, v.20, no.3, pp.186 - 190 | - |
| dc.relation.isPartOf | 정보과학회 컴퓨팅의 실제 논문지 | - |
| dc.citation.title | 정보과학회 컴퓨팅의 실제 논문지 | - |
| dc.citation.volume | 20 | - |
| dc.citation.number | 3 | - |
| dc.citation.startPage | 186 | - |
| dc.citation.endPage | 190 | - |
| dc.type.rims | ART | - |
| dc.identifier.kciid | ART001858221 | - |
| dc.description.journalClass | 2 | - |
| dc.description.isOpenAccess | N | - |
| dc.description.journalRegisteredClass | kci | - |
| dc.subject.keywordAuthor | 확률 모델 | - |
| dc.subject.keywordAuthor | 학술 논문 | - |
| dc.subject.keywordAuthor | 텍스트 기반 유사도 | - |
| dc.subject.keywordAuthor | 벡터 공간 모델 | - |
| dc.subject.keywordAuthor | probabilistic model | - |
| dc.subject.keywordAuthor | scientific papers | - |
| dc.subject.keywordAuthor | text- based similarity | - |
| dc.subject.keywordAuthor | vector space model | - |
| dc.identifier.url | http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE02373596 | - |
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Related Researcher
- Kim, Sang-Wook
- COLLEGE OF ENGINEERING (SCHOOL OF COMPUTER SCIENCE)