Discovering behavioural patterns in knowledge-intensive collaborative processes

Claudia Diamantini, Laura Genga, Domenico Potena, Emanuele Storti

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

10 Citaten (Scopus)

Samenvatting

Domains like emergency management, health care, or research and innovation development, are characterized by the execution of so-called knowledge-intensive processes. Such processes are typically highly uncertain, with little or no structure; consequently, classical process discovery techniques, aimed at extracting complete process schemas from execution logs, usually provide a limited support in analysing these processes. As a remedy, in the present work we propose a methodology aimed at extracting relevant subprocesses, representing meaningful collaboration behavioural patterns. We consider a real case study regarding the development of research activities, to test the approach and compare its results with the outcome of classical process discovery techniques.
Originele taal-2Engels
TitelNew Frontiers in Mining Complex Patterns
SubtitelThird International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers
RedacteurenAnnalisa Appice, Michelangelo Ceci, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras
Plaats van productieCham
UitgeverijSpringer
Pagina's149-163
ISBN van elektronische versie978-3-319-17876-9
ISBN van geprinte versie978-3-319-17875-2
DOI's
StatusGepubliceerd - 2014
Extern gepubliceerdJa
EvenementNew frontiers in Mining Complex Patterns 2014 - Nancy, Frankrijk
Duur: 19 sep 201419 sep 2014

Publicatie series

NaamLecture Notes in Computer Science
UitgeverijSpringer
Volume8983

Workshop

WorkshopNew frontiers in Mining Complex Patterns 2014
Verkorte titelNFMCP 2014
Land/RegioFrankrijk
StadNancy
Periode19/09/1419/09/14

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