TY - GEN
T1 - Generating data from highly flexible and individual process settings through a game-based experimentation service
AU - Kaes, Georg
AU - Rinderle-Ma, Stefanie
N1 - Publisher Copyright:
© 2017 Gesellschaft fur Informatik (GI). All rights reserved.
PY - 2017
Y1 - 2017
N2 - The ability to adapt process instances to changing requirements has long been recognized as a fundamental research topic. While in some settings, process flexibility is only required in exceptional situations, in other settings it is the key component which drives the process design. Examples can be found in multiple domains, including the nursing domain, where each patient requires his own, individual therapy process which may change on a regular basis. In this paper, such flexible and individual process settings (FIPS) are analyzed and the basic building blocks are defined based on expert interviews and relevant literature. The building blocks are then mapped onto a game-based experimentation service which offers a simulation and evaluation environment for FIPS. The data generated in this game are evaluated by a comparison with data from a real world FIPS.
AB - The ability to adapt process instances to changing requirements has long been recognized as a fundamental research topic. While in some settings, process flexibility is only required in exceptional situations, in other settings it is the key component which drives the process design. Examples can be found in multiple domains, including the nursing domain, where each patient requires his own, individual therapy process which may change on a regular basis. In this paper, such flexible and individual process settings (FIPS) are analyzed and the basic building blocks are defined based on expert interviews and relevant literature. The building blocks are then mapped onto a game-based experimentation service which offers a simulation and evaluation environment for FIPS. The data generated in this game are evaluated by a comparison with data from a real world FIPS.
KW - Experimentation service
KW - Process flexibility
KW - Process logs
KW - Process mining
UR - http://www.scopus.com/inward/record.url?scp=85021227918&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85021227918
T3 - Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)
SP - 331
EP - 350
BT - Datenbanksysteme fur Business, Technologie und Web, BTW 2017 - 17. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme�, DBIS 2017, Proceedings
A2 - Mitschang, Bernhard
A2 - Nicklas, Daniela
A2 - Leymann, Frank
A2 - Schoning, Harald
A2 - Herschel, Melanie
A2 - Teubner, Jens
A2 - Harder, Theo
PB - Gesellschaft fur Informatik (GI)
T2 - Datenbanksysteme fur Business, Technologie und Web, BTW 2017, 17. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme�, DBIS - Database Systems for Business, Technology and Web, BTW 2017, 17th Symposium of the GI Department "Databases and Information Systems", DBIS
Y2 - 6 March 2017 through 10 March 2017
ER -