DocumentCode :
185569
Title :
Intelligent Multi Agent Systems for decision support in insurance industry
Author :
Markic, Ivan ; Stula, Maja ; Maras, Josip
Author_Institution :
Croatia osiguranje d.d., Ljubuski, Bosnia-Herzegovina
fYear :
2014
fDate :
26-30 May 2014
Firstpage :
1118
Lastpage :
1123
Abstract :
MAS (Multi Agent Systems), belong to the field of AI (Artificial Intelligence), the study addressing the methods of construction of complex systems using a large number of agents and adjusting their behavior to a particular problem. MAS can be defined as groups of entities (agents) working together to solve problems not solvable by their individual skills and know-how. Business decisions are based on extraction of useful knowledge from different data sources. Those data sources, usually called the big data, might be huge digital data sets such as an internal data warehouse or external sources like the web. In order to process the big data, one needs to have smart solutions, analytics services, programming tools and applications. Intelligent agents can perform certain tasks such as big data processing, information retrieval and the creation of OLAP (On-Line Analytical Processing) cubes which represent multidimensional data. Given that volumes of data grow continuously, insurance companies have to be able manage them. The agent technology has the potential to become the key technology for management of ever-increasing amount of information. This paper describes how to develop MAS in order to gather useful knowledge from the data source and automate the specific process for better business decision.
Keywords :
Big Data; Internet; artificial intelligence; data mining; data warehouses; decision support systems; information retrieval; insurance data processing; multi-agent systems; Big Data; MAS; OLAP; World Wide Web; analytics services; artificial intelligence; big data processing; business decisions; complex system; data source; decision support; information retrieval; insurance company; insurance industry; intelligent agents; intelligent multiagent system; internal data warehouse; knowledge extraction; multidimensional data; online analytical processing cubes; programming tools; smart solution; Artificial intelligence; Containers; Databases; Organizations; Programming; Standards organizations; Artificial Intelligence; BI; Big Data; Business Intelligence; Decision Support; JADE; MAS; Multi Agent Systems; OLAP; On-Line Analytical Processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2014 37th International Convention on
Conference_Location :
Opatija
Print_ISBN :
978-953-233-081-6
Type :
conf
DOI :
10.1109/MIPRO.2014.6859736
Filename :
6859736
Link To Document :
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