TY - GEN
T1 - IMPresseD
T2 - 5th International Conference on Process Mining, ICPM 2023
AU - Vazifehdoostirani, Mozhgan
AU - Genga, Laura
AU - Lu, Xixi
AU - Dijkman, Remco M.
PY - 2023
Y1 - 2023
N2 - Process pattern discovery methods (PPDMs) have been developed with the primary goal of identifying patterns of interest to users. Existing PPDM approaches are predominantly unsupervised and tend to focus on a single dimension of interest, such as discovering frequent patterns. We present IMPresseD, an interactive tool for exploring process patterns leveraging a multi-dimensional notion of interest. IMPresseD is designed to identify patterns that align with complex analytical objectives, such as deriving process patterns that affect the process outcome. Incorporating an iterative and interactive approach, this tool collaborates with domain experts to enhance pattern discovery.
AB - Process pattern discovery methods (PPDMs) have been developed with the primary goal of identifying patterns of interest to users. Existing PPDM approaches are predominantly unsupervised and tend to focus on a single dimension of interest, such as discovering frequent patterns. We present IMPresseD, an interactive tool for exploring process patterns leveraging a multi-dimensional notion of interest. IMPresseD is designed to identify patterns that align with complex analytical objectives, such as deriving process patterns that affect the process outcome. Incorporating an iterative and interactive approach, this tool collaborates with domain experts to enhance pattern discovery.
KW - Process Pattern Discovery
KW - Multi-interest Pattern Detection
KW - Outcome-Oriented Process Patterns
UR - https://github.com/MozhganVD/InteractivePatternDetection
M3 - Conference contribution
T3 - CEUR Workshop Proceedings
BT - Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023
A2 - van der Werf, Jan Martijn E.M.
A2 - Cabanillas, Cristina
A2 - Leotta, Francesco
A2 - Genga, Laura
PB - CEUR-WS.org
Y2 - 23 October 2023 through 27 October 2023
ER -