DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Yi, Gwan-Su | - |
dc.contributor.advisor | 이관수 | - |
dc.contributor.author | Kim, Dong-Joo | - |
dc.contributor.author | 김동주 | - |
dc.date.accessioned | 2011-12-28T03:01:11Z | - |
dc.date.available | 2011-12-28T03:01:11Z | - |
dc.date.issued | 2008 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=392890&flag=dissertation | - |
dc.identifier.uri | http://hdl.handle.net/10203/54900 | - |
dc.description | 학위논문(석사) - 한국정보통신대학교 : 공학부, 2008.2, [ iv, 60 p. ] | - |
dc.description.abstract | Post-Translational Modification (PTM) of the protein is a crucial event that involved in almost every biological process. Tremendous amount of PTM information are buried in the biomedical literature database, NCBI PubMed. The amounts of published paper are growing continuously. To utilize this information, we have developed a literature mining system which extracts PTM information from the biomedical literature. Our system can extract 5 PTM (acetylation, hydroxylation, methylation, glycosylation, and phosphorylation) information from abstracts. This literature mining system exploits pattern template based method as well as extra clausal methods. Using this system, we have constructed a prototype of PTM database which contains PTM information. The good application of this system is in the mass spectrometry field. Validating high throughput mass spectrometry experiments is difficult. Especially, detecting PTM from mass spectra data is tough work. Many researchers refer PTM database such as dbPTM and UniProt for validation. However, those databases can’t cover all the recent information because it is manually updated by experts. PTM text mining system can solve this problem by automatically extracting PTM information from the published paper. | eng |
dc.language | eng | - |
dc.publisher | 한국정보통신대학교 | - |
dc.subject | Post-Translational Modification | - |
dc.subject | Text Mining | - |
dc.subject | 텍스트 마이닝 | - |
dc.subject | 번역 후 변형 | - |
dc.title | Extraction of post-translational modification from the biomedical literature | - |
dc.title.alternative | 단백질 번역 후 변형 정보를 추출하는 텍스트 마이닝 시스템 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 392890/225023 | - |
dc.description.department | 한국정보통신대학교 : 공학부, | - |
dc.identifier.uid | 020064533 | - |
dc.contributor.localauthor | Yi, Gwan-Su | - |
dc.contributor.localauthor | 이관수 | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.