PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Furletti B., Baglioni M., Turini F. A tool for economic plans analysis based on expert knowledge and data mining techniques. In: IADIS 2006 - The IADIS International Conference on Applied Computing (San Sebastian, Spain, 25-28 February 2006). Proceedings, pp. 241 - 246. Nuno Guimarães, Pedro Isaías, Ambrosio Goikoetxea. IADIS Press, 2006.
 
 
Abstract
(English)
The project introduces an application for the analysis of business documents, based on data mining techniques and expert knowledge. The application is an integrated tool that combines economic theory and computer science technology in order to evaluate business documents (BDs) of start-up companies in order to foresee the success/failure of innovative projects. The Expert knowledge, represented by means of Bayesian Causal Maps, is used to drive and improve the classification process that is the core of the prediction strategy provided (Baglioni et al., 2005). In case of a negative result (failure), the system is also able to investigate the causes and to give, if possible, a suggestion for improving the plan.
URL: http://www.iadisportal.org/digital-library/a-tool-for-economic-plans-analysis-based-on-expert-knowledge-and-data-mining-techniques
Subject Knowledge Discovery
Classification
Bayesian Causal Maps
H.2.8 Database Applications. Data mining
68U99 None of the above, but in this section


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