Name
Title | ||
|---|---|---|
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison. |
Abstract | ||
|---|---|---|
•We provide a multi-level medical process trace abstraction mechanism.•Multi-level semantic abstraction manages delays and interleaved actions.•We extend a similarity metric to compare abstracted traces.•We provide abstracted traces as an input to semantic process discovery.•In experiments abstraction hides irrelevant details while maintaining key behavior. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.jbi.2018.05.012 | Journal of Biomedical Informatics |
Keywords | Field | DocType |
Abstraction,Trace comparison,Semantic process mining,Stroke management | Information system,Abstraction,Domain knowledge,Information retrieval,Computer science,Process modeling,Business process discovery,Stroke units,Process mining | Journal |
Volume | ISSN | Citations |
83 | 1532-0464 | 2 |
PageRank | References | Authors |
0.38 | 15 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Giorgio Leonardi | 1 | 179 | 20.36 |
| Manuel Striani | 2 | 2 | 1.05 |
| S Quaglini | 3 | 179 | 19.05 |
| A Cavallini | 4 | 186 | 18.04 |
| Stefania Montani | 5 | 2 | 1.39 |