DocumentCode
255179
Title
Fraud detection in Process Aware Information systems using MapReduce
Author
Mardani, S. ; Akbari, M.K. ; Sharifian, S.
Author_Institution
Dept. of Comput. Eng. & IT, Amirkabir Univ. of Technol., Tehran, Iran
fYear
2014
fDate
27-29 May 2014
Firstpage
88
Lastpage
91
Abstract
Today some companies use Process Aware Information Systems to support their business processes. These Systems adopt processes to business environment quickly. Since system allows to users to change processes, system is vulnerable to fraud. Thus we need a balance between security and flexibility. The solution can be a fraud detection system, but the increasing growth of data in logs causes some difficulties. In this paper we proposed an approach that use map-reduce mechanism to implement a fraud detection method in a distributed way.
Keywords
business data processing; data handling; fraud; information systems; parallel processing; security of data; MapReduce; business environment; business processes; fraud detection; process aware information systems; Computational modeling; Fraud detection; Map-reduce Mechanism; Outlier Detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Knowledge Technology (IKT), 2014 6th Conference on
Conference_Location
Shahrood
Print_ISBN
978-1-4799-5658-6
Type
conf
DOI
10.1109/IKT.2014.7030339
Filename
7030339
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