Efficient information extraction using machine learning and classification using genetic and C4.8 algorithms

Information Technology Journal

Volumn 5, Issue 6, 2006, Pages 1023-1027

  Christy, A ^a,c   Thambidurai, P ^b  

^a SATHYABAMA UNIVERSITY   (India)

^b PONDICHERRY ENGINEERING COLLEGE   (India)

^c NONE   (India)

Author keywords

C4.8; Cross over; Feature set extraction; Mutation; Parsing; Precision; Recall

Indexed keywords

CROSS OVER; FEATURE SET EXTRACTION; KNOWLEDGE DISCOVERY; MUTATION; PARSING; RECALL; TEXT MINING;

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; DATA MINING; FEATURE EXTRACTION; GENETIC ALGORITHMS; INFORMATION DISSEMINATION; INFORMATION TECHNOLOGY; LEARNING SYSTEMS;

INFORMATION RETRIEVAL;

EID: 33751060448     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2006.1023.1027     Document Type: Article

References (3)

1. John Abutridy, C. Mellish and S. Aitken, 2004. Combining Information extraction with Genetic algorithm for text mining. IEEE Intelligent Syst., 19: 22-30.
2. Raymond, J., M. Razvan and Bunescu, 2005. Mining knowledge from text using information extraction. ACM. SIGKDD Explorations, 7: 3-10.
3. Vafari, N.K. and De Jong, 1998. Feature space transformation using Genetic algorithms, IEEE Intelligent Sys., 13: 57-65.