An Intelligent Agent based Architecture for Visual Data Mining
نویسندگان
چکیده
منابع مشابه
Scalable, Distributed Data Mining - An Agent Architecture
Scalability determines the potential in distributing h&h rlata anrl rnmnrlt,af.inn in cln.+n. mining. “.,“.I . . ..Avw -_..a “.,--I..v-“e-^--2-----o. The PADMA (PArallel Data Mining Agents) architecture will be described, along with experiments on text to address scalability. PADMA agents offer parallel data access, and hierarchical clustering, with results visualized through a JAVA web-interface.
متن کاملGIA: An Agent-Based Architecture for Intelligent Tutoring Systems
Intelligent tutoring systems (ITSs) are complex, integrated systems that apply principles and methods of Artificial Intelligence (AI) to problems of education and training. In their role of knowledge communication systems (Wenger, 1987), ITSs strive to optimize learning of domain concepts and problem-solving skills by means of adaptive, individualized coached practice on domain tasks. ITS desig...
متن کاملMetaMorph: An Adaptive Agent-Based Architecture for Intelligent Manufacturing
Global competition and rapidly changing customer requirements are forcing major changes in the production styles and configuration of manufacturing organizations. Traditional centralised manufacturing systems are not able to meet such requirements. This paper proposes an agent-based approach for dynamically creating and managing agent communities in such widely distributed and ever-changing man...
متن کاملVisual Data Mining System Architecture
In this report we present the architecture of the overall data mining system and detail the main functionalities of its visual interface. The semantics of the visual operators is formally given in terms of the language of the corresponding mining techniques, namely metarules, association rules, clustering, approximate similarity queries.
متن کاملAn intelligent agent-based architecture for strategic information system applications
Strategic information systems (SIS) focus on the use of information system (IS) and information technology (IT) in the strategic management process in business organizations. The emphasis is on the strategic view of IS and IT and their impact on organizational strategy. Increased competition and advances in information technologies push for considerable structural changes in SIS. Agents, as aut...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Computer Science and Applications
سال: 2016
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2016.070721