@inbook{39dcc555a7744d29a6338ed1793afde1,
title = "Discovering workflow transactional behavior from event-based log",
abstract = "Previous workflow mining works have concentrated their efforts on process behavioral aspects. Although powerful, these proposals are found lacking in functionalities and performance when used to discover transactional workflow that cannot be seen at the level of behavioral aspects of workflow. Their limitations mainly come from their incapacity to discover the transactional dependencies between process activities, or activities transactional properties. In this paper, we describe mining techniques, which are able to discover a workflow model, and to improve its transactional behavior from event logs. We propose an algorithm to discover workflow patterns and workflow termination states (WTS). Then based on the discovered control flow and set of termination states, we use a set of rules to mine the workflow transactional behavior.",
keywords = "Business intelligence, Enterprize knowledge discovery, Knowledge modelling, Transactional Workflows, Workflow mining",
author = "Walid Gaaloul and Sami Bhiri and Claude Godart",
year = "2004",
month = jan,
day = "1",
doi = "10.1007/978-3-540-30468-5\_3",
language = "English",
isbn = "9783540304685",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "3--18",
editor = "Robert Meersman and Zahir Tari and \{van der Aalst\}, Wil and Christoph Bussler and Avigdor Gal and Vinny Cahill and Steve Vinoski and Werner Vogels and Tiziana Catarci and Katia Sycara",
booktitle = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
}