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
Link To Document :
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