Abstract:The topic of the presented investigation is the automation of creative processes via one Synthetic Mata Method (SMM) and few analytic methods considered in the paper and used under SMM control. The prevention of contemporary web threats is discussed at an agent/application level. Advantages and disadvantages of synthetic data mining methods are investigated, and obstacles are revealed to their application in contemporary systems. Novel results for juxtaposing statistical vs. logical data mining methods aiming at possible evolutionary fusions are described. Recommendations are made on how to build more effective applications of classical and/or presented novel (meta) methods: SMM, KALEIDOSCOPE, FUNNEL, PUZZLE, and CONTRADICTION. The usage of ontologies is investigated with the purpose of information transfer by sense. Practical aspects of agent plications, intrusion detection, intrusion prevention, cryptography applications, multiple software and other research results are mentioned aiming to show that intelligent and classical technologies should be carefully combined in one software/hardware complex to achieve the creative goals. It is shown that all the demonstrated advantages may be combined with other known methods and technologies.

Keywords: automation of creative processes, human-machine brainstorming methods, knowledge discovery, data mining, web mining, ontology, information security systems, intrusion detection, intrusion prevention, human-centered systems, knowledge management, agent, collective evolution.

Link:

TOWARDS A NOVEL DESIGN OF CREATIVE SYSTEMS

Vladimir Jotsov

http://www.foibg.com/ijita/vol20/ijita20-01-p03.pdf