期刊名称:International Journal of Advanced Research in Computer Engineering & Technology (IJARCET)
印刷版ISSN:2278-1323
出版年度:2015
卷号:4
期号:7
页码:3195-3201
出版社:Shri Pannalal Research Institute of Technolgy
摘要:Educational Data Mining is an promising obedience that focuses on applying Data Mining tools and techniques to extract related data from web. The discipline focuses on examining educational data to extend models for improving learning experiences. The proposed work introduces a new way of fusing classifiers at the level of parameters of classification rules. This system is based on the use of probabilistic generative classifiers using multinomial distributions. E-Brainstorming integrates the unique association thinking of humans with an intelligent agent method to invent an computerized decision agent called the Semantic Ideation Learning Agent (SILA). It can represent a session applicant who is actively participating in brainstorming. The main advantage of this fusion approach is that the hyper distributions are retained throughout the fusion process.