TY - GEN
T1 - Conformance Checking Evaluation of Process Discovery Using Modified Alpha++ Miner Algorithm
AU - Amelia Effendi, Yutika
AU - Sarno, Riyanarto
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/11/27
Y1 - 2018/11/27
N2 - Process mining techniques extract business processes from event logs. Process discovery, one of process mining techniques, has aim to mine a process model from event log. To help its process, process discovery uses some algorithms such as alpha, \pmb{alpha}+ and \pmb{alpha}++ where each algorithm has some advantages and limitations in analyzing event log. \pmb{Alpha++miner} algorithm is considered the most advance improvement of alpha and \pmb {alpha+algorithm}, therefore we use \pmb {alpha++as} basic algorithm to our Modijied \pmb {alpha++Miner}. The proposed method in this paper uses Modijied \pmb {alpha++Miner} to generate process model, determine sequential and parallel relation from process model using temporal causal relation and control flow, and then evaluate the process model in terms of fitness value, validity and completeness. This paper will be focused on the advantages of Modijied \pmb {alpha++Miner} to discover business process.
AB - Process mining techniques extract business processes from event logs. Process discovery, one of process mining techniques, has aim to mine a process model from event log. To help its process, process discovery uses some algorithms such as alpha, \pmb{alpha}+ and \pmb{alpha}++ where each algorithm has some advantages and limitations in analyzing event log. \pmb{Alpha++miner} algorithm is considered the most advance improvement of alpha and \pmb {alpha+algorithm}, therefore we use \pmb {alpha++as} basic algorithm to our Modijied \pmb {alpha++Miner}. The proposed method in this paper uses Modijied \pmb {alpha++Miner} to generate process model, determine sequential and parallel relation from process model using temporal causal relation and control flow, and then evaluate the process model in terms of fitness value, validity and completeness. This paper will be focused on the advantages of Modijied \pmb {alpha++Miner} to discover business process.
KW - Alpha Miner
KW - Conformance Checking
KW - Process Discovery
KW - Process Mining
KW - Time Interval
UR - http://www.scopus.com/inward/record.url?scp=85060036939&partnerID=8YFLogxK
U2 - 10.1109/ISEMANTIC.2018.8549770
DO - 10.1109/ISEMANTIC.2018.8549770
M3 - Conference contribution
AN - SCOPUS:85060036939
T3 - Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018
SP - 435
EP - 440
BT - Proceedings - 2018 International Seminar on Application for Technology of Information and Communication
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018
Y2 - 21 September 2018 through 22 September 2018
ER -