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A model checking approach for user relationship management in the social network

Alireza Souri (Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran)
Monire Nourozi (Young Researchers and Elite Club, Islamshahr Branch, Islamic Azad University, Islamshahr, Iran)
Amir Masoud Rahmani (Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran and Computer Science, University of Human Development, Sulaimanyah, Iraq)
Nima Jafari Navimipour (Young Researchers and Elite Club, Islamshahr Branch, Islamic Azad University, Islamshahr, Iran)

Kybernetes

ISSN: 0368-492X

Article publication date: 26 September 2018

Issue publication date: 20 February 2019

291

Abstract

Purpose

The purpose of this paper is to describe how formal verification strategies have been utilized to assess the correctness of Knowledge Creation Process (KCP) in the social systems. This paper analyzes a User Relationship Management (URM) approach in term of human behavior connection in the social systems. A formal framework is displayed for the URM which consolidates behavioral demonstrating strategy.

Design/methodology/approach

Evaluating the human behavior interactions is an important matter in the social systems. For this analysis, formal verification is an essential section in the complex information systems development. Model checking results satisfied the logical problems in the proposed behavior model analysis.

Findings

Model checking results represent satisfaction of the logical problems in the proposed behavior model analysis. In the statistical testing, the proposed URM mechanism supported KCP conditions. Also, the percentage of state reachability in the URM with KCP conditions is higher than the URM mechanism without supporting KCP conditions.

Originality/value

The model checking results show that the proposed URM mechanism with supporting the KCP conditions satisfies comprehensively behavioral interactions rather than the mechanism without KCP conditions in the social networks.

Keywords

Citation

Souri, A., Nourozi, M., Rahmani, A.M. and Jafari Navimipour, N. (2019), "A model checking approach for user relationship management in the social network", Kybernetes, Vol. 48 No. 3, pp. 407-423. https://doi.org/10.1108/K-02-2018-0092

Publisher

:

Emerald Publishing Limited

Copyright © 2018, Emerald Publishing Limited

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