A preliminary study on the reliability model of organization information using dynamic Bayesian network

An organization as a communicating entity is a dynamic system which people can have access to information and speak to each other. Since information is valuable resource for organization, it is therefore necessary to continuously analyze and re-examine how information spreads within organizations that could aid in the development of more effective structures for improving organizational functions and behaviors. This paper models the organization information reliability using dynamic Bayesian network (DBN). DBN is a Bayesian network extended with a time dimension that can be used to model dynamic systems. In this paper, we employ network organization concept for calculating the parameter of the model.

[1]  James E. Bruno,et al.  Using Testing to Provide Feedback to Support Instruction: A Reexamination of the Role of Assessment in Educational Organizations , 1993 .

[2]  Peter Walgenbach,et al.  Hierarchical structures of communication in a network organization , 2008 .

[3]  Eliane Colepicolo,et al.  Information reliability for academic research: review and recommendations , 2015 .

[4]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[5]  Eric Bauer,et al.  Design for Reliability: Information and Computer-Based Systems , 2010 .

[6]  Samuel Schmidt,et al.  The political network in Mexico , 1996 .

[7]  Norizan Mohd Yasin,et al.  Information System Security Management for the Holy Quran: An Approach Towards Reliability of the Holy Quran Online Applications , 2013, 2013 Taibah University International Conference on Advances in Information Technology for the Holy Quran and Its Sciences.

[8]  Jennifer S. Tucker,et al.  Dynamic Systems and Organizational Decision-Making Processes in Nonprofits , 2005 .

[9]  Zoubin Ghahramani,et al.  An Introduction to Hidden Markov Models and Bayesian Networks , 2001, Int. J. Pattern Recognit. Artif. Intell..

[10]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[11]  Andri Kristanto,et al.  Perancangan Sistem Informasi dan Aplikasinya , 2008 .

[12]  Tyrone S. Pitsis,et al.  Managing and Organizations: An Introduction to Theory and Practice , 2004 .

[13]  Alex Koohang,et al.  Misinformation: Toward Creating a Prevention Framework , 2003 .

[14]  Donald S. McKay,et al.  Tracking the Flow of Knowledge in IT Organizations: The Impact of Organizational Learning Factors and Project Learning Practices on Project Success , 2014, 2014 47th Hawaii International Conference on System Sciences.

[15]  Ashutosh Tiwari,et al.  Modelling collaboration using complex networks , 2011, Inf. Sci..

[16]  M. McDowell.  Principle of organization: a dynamic-systems view of the archetype-as-such. , 2001, The Journal of analytical psychology.

[17]  Ashutosh Tiwari,et al.  Modelling information flow for organisations: A review of approaches and future challenges , 2013, Int. J. Inf. Manag..

[18]  John M. Noble,et al.  Bayesian Networks: An Introduction , 2009 .

[19]  Michael Pecht,et al.  Using a reliability capability maturity model to benchmark electronics companies , 2007 .