Deriving Processes of Information Mining Based on Semantic Nets and Frames

作者: Sebastian Martins , Darío Rodríguez , Ramón García-Martínez

DOI: 10.1007/978-3-319-07467-2_16

关键词:

摘要: There are information mining methodologies that emphasize the importance of planning for requirements elicitation along entire project in an orderly, documented, consistent and traceable manner. However, given characteristics this type project, approach proposed by classical engineering is not applicable to process identifying problem mining, nor allows infer from business domain modelling, which solves it. This paper proposes extension semantic nets frames represent knowledge domain, mining; a methodology derive representations introduced.

参考文章(15)
Paola Britos, Oscar Dieste, Ramón García-Martínez, Requirements Elicitation in Data Mining for Business Intelligence Projects Advances in Information Systems Research, Education and Practice. pp. 139- 150 ,(2008) , 10.1007/978-0-387-09682-7-9_12
Stuart C. Shapiro, Encyclopedia of Artificial Intelligence ,(1992)
Teuvo Kohonen, Self-Organizing Maps ,(1995)
Ryszard S. Michalski, A theory and methodology of inductive learning Computer Compacts. ,vol. 1, pp. 49- ,(1983) , 10.1016/0167-7136(83)90132-4
J.R. Quinlan, Learning Logical Definitions from Relations Machine Learning. ,vol. 5, pp. 239- 266 ,(1990) , 10.1023/A:1022699322624
Marvin Minsky, A framework for representing knowledge Computation & intelligence. pp. 163- 189 ,(1974) , 10.1016/B978-1-4832-1446-7.50018-2
David Heckerman, Dan Geiger, David M. Chickering, Learning Bayesian Networks: The Combination of Knowledge and Statistical Data Machine Learning. ,vol. 20, pp. 197- 243 ,(1995) , 10.1023/A:1022623210503
Ramón García-Martínez, Paola Britos, Dario Rodríguez, Information mining processes based on intelligent systems international conference industrial engineering other applications applied intelligent systems. pp. 402- 410 ,(2013) , 10.1007/978-3-642-38577-3_41
Pablo, Rodríguez, Darío, García-Martínez, Vanrell, Ramón, Pollo-Cattaneo, Pesado, Bertone, Pytel, Patricia, Paola, Rodolfo, Florencia, TOWARDS AN INFORMATION MINING ENGINEERING ,(2011)