PROFESS, a system to support extracting protein function information from literature

被引:0
作者
Kaneta, Y [1 ]
Numa, M [1 ]
Munna, MA [1 ]
Sakurai, Y [1 ]
Ohkawa, T [1 ]
机构
[1] Osaka Univ, Grad Sch Informat Sci & Technol, Osaka, Japan
来源
Proceedings of the 8th Joint Conference on Information Sciences, Vols 1-3 | 2005年
关键词
protein functional site; literature; structure data; information extraction;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Protein functional site information described in thousands of literatures plays an important role in protein functional analysis. In this paper, we present PROFESS, a system to assist with extraction of functional information from literature. In PROFESS, first the functional information is extracted using the protein's structure data, then the extracted information is corrected or complemented by the operator. The proposed system was applied to 11 documents related to structural analysis of protein for extracting functional site information, where the average recall value and F value were 0.927 and 0.782, respectively.
引用
收藏
页码:1265 / 1268
页数:4
相关论文
共 5 条
  • [1] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [2] LIGAND: chemical database for enzyme reactions
    Goto, S
    Nishioka, T
    Kanehisa, M
    [J]. BIOINFORMATICS, 1998, 14 (07) : 591 - 599
  • [3] ITO N, 2001, GENOME INFORMATICS, V12, P508
  • [4] eF-site and PDBjViewer: database and viewer for protein functional sites
    Kinoshita, K
    Nakamura, H
    [J]. BIOINFORMATICS, 2004, 20 (08) : 1329 - 1330
  • [5] Numa M, 2003, PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, P903