An HMM Based Transcription Factor Name Mining Algorithm
WU Chun-guo · Journal of Jilin University(Science Edition) · 2012
A text mining algorithm named HMM-TFM(hidden Markov m odel based transcription factor name mining) was presented.The proposed algorit hm does not need a dictionary of transcription factor names.A small verb set is defined to filter sentences.Transcription factor names are mined according to the part of speech tagged by hidden Markov model.Experimental results show that the recall rate and precision of HMM-TFM come to 74.2% and 77.9%,respectively.