A Role-based Adjacent Workflow Recommendation Technique
- 10.2991/csic-15.2015.73How to use a DOI?
- Activity, Role-based adjacency, Workflow instance, Workflow recommendation
Recently recommendation techniques and systems have gained more and more attention and are researched in a variety of fields. In this paper we put the recommendation technique into the problem of workflow or Web browsing so that can facilitate the workflow participants to find their next most desired activities or the people in the Business Internet to find their next wanted clicks. The distinguished feature of our automated workflow recommendation technique is that the concept of role-based adjacent workflow instance is incorporated. Our proposed algorithm first calculates the multi-set of role-based adjacent workflow instances of an incomplete workflow instance, and then utilizes this multi-set to predict the next desired activity for that incomplete workflow instance. The experimental results confirm the promising effectiveness of our role-based adjacent workflow recommendation algorithm.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Guangzhi Chen AU - Lei Li PY - 2015/07 DA - 2015/07 TI - A Role-based Adjacent Workflow Recommendation Technique BT - Proceedings of the 2015 International Conference on Computer Science and Intelligent Communication PB - Atlantis Press SP - 303 EP - 306 SN - 2352-538X UR - https://doi.org/10.2991/csic-15.2015.73 DO - 10.2991/csic-15.2015.73 ID - Chen2015/07 ER -