• DocumentCode
    3592186
  • Title

    Automatic Extraction of Kinetic Information from Biochemical Literatures

  • Author

    Tsay, Jyh-Jong ; Wu, Bo-Liang ; Hsieh, Chang-Ching

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Chung-Cheng Univ., Chiayi, Taiwan
  • Volume
    5
  • fYear
    2009
  • Firstpage
    28
  • Lastpage
    32
  • Abstract
    Software for computational analysis and simulation of biochemical systems has become one of the major computational tools in systems biology in recent years. Most of them use parameterized differential equations to model and describe biochemical systems. Although biochemical principles, such as enzyme mechanics, have been developed to derive kinetic rate equations, measuring and providing parameters in the equations are expensive and laborious. Observe that many kinetic parameters have been experimentally measured in previous research, and recorded in published literatures. Instead of measuring kinetic parameters from experiments, one of the alternatives is to find parameters from literatures. However, the amount of such literatures is huge, and reading them is very time-consuming. About the previous research of kinetic parameters are focused on literature including kinetic parameters or not. In this paper, we present a software tool (KIND) for automatic extraction of kinetic parameters from full-length literatures. In order to help biologist easy to retrieve kinetic parameters information, KIND can automatic generate table format to present kinetic parameters information from literatures. We aim at developing a tool that can be used to compile a database of kinetic parameters from literatures to aid the modeling of biological processes.
  • Keywords
    biochemistry; biology computing; chemical engineering computing; information retrieval; literature; KIND software tool; automatic extraction; biochemical literatures; biochemical principles; biochemical systems; biological process modeling; computational analysis; computational tools; kinetic information; kinetic parameter extraction; kinetic parameters information retrieval; kinetic rate equations; parameterized differential equations; simulation; systems biology; Analytical models; Biochemical analysis; Biological system modeling; Biology computing; Computational modeling; Data mining; Equations; Kinetic theory; Software tools; Systems biology; Biochemical Literatures; Literatures mining; kinetic parameter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.779
  • Filename
    5360667