Process mining for ubiquitous mobile systems : an overview and a concrete algorithm

A.K. Alves De Medeiros, B.F. Dongen, van, W.M.P. Aalst, van der, A.J.M.M. Weijters

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

20 Citaten (Scopus)
3 Downloads (Pure)

Samenvatting

Ubiquitous Mobile Systems (UMSs) allow for automated capturing of events. Both mobility and ubiquity are supported by electronic means such as mobile phones and PDAs and technologies such as RFID, Bluetooth, WLAN, etc. These can be used to automatically record human behavior and business processes in detail. UMSs typically also allow for more flexibility. The combination of flexibility (i.e., the ability to deviate from standard procedures) and the automated capturing of events, provides an interesting application domain for process mining. The goal of process mining is to discover process models from event logs. The a-algorithm is a process mining algorithm whose application is not limited to ubiquitous and/or mobile systems. Unfortunately, the a-algorithm is unable to tackle so-called "short loops", i.e., the repeated occurrence of the same event. Therefore, a new algorithm is proposed to deal with short loops: the a ¿+¿-algorithm. This algorithm has been implemented in the EMiT tool.
Originele taal-2Engels
TitelUbiquitous Mobile Information and Collaboration Systems: Second CAiSE Workshop, UMICS 2004, Riga, Latvia, June 7-8, 2004, Revised Selected Papers
RedacteurenL. Baresi, S. Dustdar, H. Gall, M. Matera
Plaats van productieBerlin
UitgeverijSpringer
Pagina's151-165
ISBN van geprinte versie3-540-24100-0
DOI's
StatusGepubliceerd - 2004
Evenementconference; UMICS 2004 -
Duur: 1 jan 2004 → …

Publicatie series

NaamLecture Notes in Computer Science
Volume3272
ISSN van geprinte versie0302-9743

Congres

Congresconference; UMICS 2004
Periode1/01/04 → …
AnderUMICS 2004

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