Process Models and Social Networks based on Relationship Tables for Events

Abstract

To study the process models and social networks according to event logs, a relationship table for events is constructed by dividing the process model of the event logs into a combination of pair-wise activities. A process model based on the relationship table is proposed and used to predict the next activity, the possibility of the next activity, who will execute the next activity, the possibilities of everybody taking part in the activity when several people execute an activity. Two social networks are proposed using the sequences of people executing the activities. One is the transformation of the workflow between the actors, and another is the dependent degree between the actors. The process models and social networks are obtained using the real data of returning tickets from an airline, which verifies the practicality of the proposed models and social networks.

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

Activity predictions; Event relationship tables; Process mining; Process models; Social networks; Time predictions

International Standard Serial Number (ISSN)

1005-9830

Document Type

Article - Journal

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2025 Nanjing University of Science and Technology, All rights reserved.

Publication Date

01 Jan 2014

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