Title :
A closeness centrality analysis algorithm for workflow-supported social networks
Author :
Sungjoo Park ; Minjae Park ; Hyuna Kim ; Haksung Kim ; Wonhyun Yoon ; Yoon, T.B. ; Kwanghoon Pio Kim
Author_Institution :
Dept. of Comput. Sci., KYONGGI Univ., Suwon, South Korea
Abstract :
The purpose of this paper is to build a theoretical approach for numerically analyzing closeness centrality measures among workflow-actors of workflow-supported social network models to be formed through BPM(workflow)-driven organizational operations. The essential part of the proposed approach is a closeness centrality analysis equation to calculate each performer´s closeness centrality measure on a workflow-supported social network model. In this paper, we try to develop an algorithm that is able to efficiently compute the closeness centrality analysis equation suggested from the conventional social network analysis literature, and eventually the developed algorithm will be applied to analyzing the degree of work-intimacy among those workflow-actors who are allocated to perform the corresponding workflow model.
Keywords :
graph theory; matrix algebra; organisational aspects; social networking (online); workflow management software; BPM-driven organizational operation; SocioMatrix; closeness centrality analysis algorithm; closeness centrality analysis equation; numerical analysis; performer closeness centrality measure; social network analysis; work-intimacy; workflow-actors; workflow-driven organizational operation; workflow-supported social network model; Equations; Level measurement; Mathematical model; Ports (Computers); Social network services; Visualization; ICN-based workflow model; closeness centrality analysis; organizational knowledge discovery; workflow-supported social networking knowledge;
Conference_Titel :
Advanced Communication Technology (ICACT), 2013 15th International Conference on
Conference_Location :
PyeongChang
Print_ISBN :
978-1-4673-3148-7