Big Data

A Framework for Data Mining Based Multi-Agent: An Application to Spatial Data

Date Added: Jun 2009
Format: PDF

Data mining is an extraordinarily demanding field referring to extraction of implicit knowledge and relationships, which are not explicitly stored in databases. A wide variety of methods of data mining have been introduced (classification, characterization, generalization?). Each one of these methods includes more than algorithm. A system of data mining implys different user categories,, which mean that the user's behavior must be a component of the system. The problem at this level is to know which algorithm of which method to employ for an exploratory end, which one for a decisional end, and how can they collaborate and communicate. Agent paradigm presents a new way of conception and realizing of data mining system.