Title
Interactive mining and retrieval from process traces.
Abstract
•We combine process model construction, path retrieval from model and trace retrieval.•Model construction aims at balancing overfitting vs. underfitting.•Model construction is interactive and incremental.•We allow path/trace retrieval in response to partially specified patterns.•Trace retrieval is made efficient by using an index.
Year
DOI
Venue
2018
10.1016/j.eswa.2018.05.041
Expert Systems with Applications
Keywords
Field
DocType
Business process management,Information search and retrieval,Knowledge representation and reasoning
Data mining,Heuristic,Abstraction,Domain knowledge,Computer science,Search engine indexing,Exploit,Artificial intelligence,Overfitting,Mathematical sciences,Machine learning,Process mining
Journal
Volume
ISSN
Citations 
110
0957-4174
0
PageRank 
References 
Authors
0.34
20
5
Name
Order
Citations
PageRank
A. Bottrighi124724.69
Luca Canensi211.70
Giorgio Leonardi317920.36
Stefania Montani421.39
Paolo Terenziani5924112.83