DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Myaeng, Sung-Hyon | - |
dc.contributor.advisor | 맹성현 | - |
dc.contributor.author | Park, Keun-Chan | - |
dc.contributor.author | 박근찬 | - |
dc.date.accessioned | 2011-12-13T06:09:25Z | - |
dc.date.available | 2011-12-13T06:09:25Z | - |
dc.date.issued | 2010 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=455257&flag=dissertation | - |
dc.identifier.uri | http://hdl.handle.net/10203/34948 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 전산학과, 2010.08, [ vi, 49 p. ] | - |
dc.description.abstract | Weblogs are a source of human activity knowledge comprising valuable information such as facts, opinions and personal experiences. In this paper, we propose a method for detecting personal experiences from a large set of weblogs. We define experience as knowledge embedded in a collection of activities or events which an individual or group has actually undergone. Based on an observation that experience-revealing sentences have a certain linguistic style, we formulate the problem of detecting experience as a classification task using various features including tense, mood, aspect, modality, experiencer, and verb classes. We also present an activity verb lexicon construction method based on theories of lexical semantics. Our results demonstrate that the activity verb lexicon plays a pivotal role among selected features in the classification performance and shows that our proposed method outperforms the baseline significantly. | eng |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | text mining | - |
dc.subject | experience | - |
dc.subject | 경험 | - |
dc.subject | 텍스트 마이닝 | - |
dc.title | Detecting experiences from weblogs | - |
dc.title.alternative | 웹 블로그로부터 경험 추출 방법 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 455257/325007 | - |
dc.description.department | 한국과학기술원 : 전산학과, | - |
dc.identifier.uid | 020084219 | - |
dc.contributor.localauthor | Myaeng, Sung-Hyon | - |
dc.contributor.localauthor | 맹성현 | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.