Engineering of knowledge-intensive processes (KiPs) is far from being mastered, since they are genuinely knowledge- and data-centric, and require substantial flexibility, at both design- and run-time. In this work, starting from a scientific literature analysis in the area of KiPs and from three real-world domains and application scenarios, we provide a precise characterization of KiPs. Furthermore, we devise some general requirements related to KiPs management and execution. Such requirements contribute to the definition of an evaluation framework to assess current system support for KiPs. To this end, we present a critical analysis on a number of existing process-oriented approaches by discussing their efficacy against the requirements.
Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches / Di Ciccio, Claudio; Marrella, Andrea; Russo, Alessandro. - In: JOURNAL ON DATA SEMANTICS. - ISSN 1861-2032. - 4:1(2015), pp. 29-57. [10.1007/s13740-014-0038-4]
Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches
Di Ciccio, Claudio;MARRELLA ANDREA
;Russo, Alessandro
2015
Abstract
Engineering of knowledge-intensive processes (KiPs) is far from being mastered, since they are genuinely knowledge- and data-centric, and require substantial flexibility, at both design- and run-time. In this work, starting from a scientific literature analysis in the area of KiPs and from three real-world domains and application scenarios, we provide a precise characterization of KiPs. Furthermore, we devise some general requirements related to KiPs management and execution. Such requirements contribute to the definition of an evaluation framework to assess current system support for KiPs. To this end, we present a critical analysis on a number of existing process-oriented approaches by discussing their efficacy against the requirements.File | Dimensione | Formato | |
---|---|---|---|
DiCiccio_Knowledge-Intensive-Processes_Preprint_2015.pdf
accesso aperto
Tipologia:
Documento in Pre-print (manoscritto inviato all'editore, precedente alla peer review)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
5.71 MB
Formato
Adobe PDF
|
5.71 MB | Adobe PDF | |
DiCiccio_Knowledge-Intensive-Processes_2015.pdf
solo gestori archivio
Tipologia:
Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
8.26 MB
Formato
Adobe PDF
|
8.26 MB | Adobe PDF | Contatta l'autore |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.