scholarly journals Cloud Computing and Multi-Agent Systems: A New Promising Approach for Distributed Data Mining

2012 ◽  
Author(s):  
Benyoucef Othmane
Keyword(s):  
Data Mining ◽  
Cloud Computing ◽  
Distributed Data Mining ◽  
Distributed Data ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent

Agent mining approaches: an ontological view

2021 ◽  
Vol 36 ◽  
Author(s):  
Emmanuelle Grislin-Le Strugeon ◽  
Kathia Marcal de Oliveira ◽  
Dorsaf Zekri ◽  
Marie Thilliez
Keyword(s):  
Data Mining ◽  
Literature Review ◽  
Knowledge Discovery ◽  
Systematic Literature Review ◽  
Software Agent ◽  
Application Domain ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Agent Mining ◽  
Multi Agent

Abstract Introduced as an interdisciplinary area that combines multi-agent systems, data mining and knowledge discovery, agent mining is currently in practice. To develop agent mining applications involves a combination of different approaches (model, architecture, technique and so on) from software agent and data mining (DM) areas. This paper presents an investigation of the approaches used in the agent mining systems by deeply analyzing 121 papers resulting from a systematic literature review. An ontology was defined to capitalize the knowledge collected from this study. The ontology is organized according to seven main facets: the problem addressed, the application domain, the agent-related and the mining-related elements, the models, processes and algorithms. This ontology is aimed at providing support to decisions about agent mining application design.

Research on the Distributed Data Mining Cloud Framework Oriented Internet of Things

2014 ◽  
Vol 686 ◽  
pp. 306-310
Author(s):  
Wei Guan ◽  
Hui Juan Lu ◽  
Jing Jing Chen ◽  
Jie Wu
Keyword(s):  
Data Mining ◽  
Cloud Computing ◽  
Internet Of Things ◽  
Rapid Development ◽  
Distributed Data Mining ◽  
Distributed Data ◽  
Mining System ◽  
Cloud Framework ◽  
Distributed Networking ◽  
Mining Model

The rapid development of Internet of Things imposes new requirements on the data mining system, due to the weak capability of traditional distributed networking data mining. To meet the needs of the Internet of Things, this paper proposes a novel distributed data-mining model to realize the seamless access between cloud computing and distributed data mining. The model is based on the cloud computing architecture, which belongs to the type of incredible nodes.

scholarly journals Distributed resource allocation in cloud computing using multi-agent systems

2017 ◽  
Vol 9 (2) ◽  
pp. 110-115 ◽  
Author(s):  
Artan Mazrekaj ◽  
Dorian Minarolli ◽  
Bernd Freisleben
Keyword(s):  
Resource Allocation ◽  
Cloud Computing ◽  
Multi Agent Systems ◽  
Distributed Resource Allocation ◽  
Agent Systems ◽  
Multi Agent
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