Process mining in a multi-agent auctioning system

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Samenvatting

Summary. Both process mining and multi agent simulations are relatively new re- search areas, both evolving rapidly. In multi agent simulations, techniques are being developed to make agents more intelligent and more adaptive to their environment. In process mining, the focus has shifted from discovering a complete process model from an execution log, to the development of all kind of analysis techniques related to processes. In this paper, we combine the two research areas by showing that process mining techniques, applied to the communication logs of multi-agent simu- lations, can help in understanding the behaviour of agents. Furthermore, we show that process mining could actually help agents to adapt to their environment, by enabling them to discover why another agent makes certain decisions instead of just reacting on the fact that the other agent made a decision.
Originele taal-2Engels
TitelProceedings of the Fourth International Workshop on Modelling of Objects, Components and Agents, MOCA'06 ; [26th June, 2006, Turku, Finland]
RedacteurenD. Moldt
Plaats van productieHamburg
UitgeverijUniversity of Hamburg
Pagina's145-160
StatusGepubliceerd - 2006
Evenementconference; MOCA 2006 -
Duur: 1 jan. 2006 → …

Publicatie series

NaamBericht Universität Hamburg, Department Informatik
Volume272

Congres

Congresconference; MOCA 2006
Periode1/01/06 → …
AnderMOCA 2006

Vingerafdruk

Duik in de onderzoeksthema's van 'Process mining in a multi-agent auctioning system'. Samen vormen ze een unieke vingerafdruk.

Citeer dit