Integrating Process Learning and Process Evolution - A Semantics Based Approach.

Stefanie Rinderle; Barbara Weber; Manfred Reichert; Werner Wild

doi:10.1007/11538394_17

Integrating Process Learning and Process Evolution - A Semantics Based Approach.

Stefanie Rinderle, Barbara Weber, Manfred Reichert, Werner Wild

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

55 Citations (Scopus)

17 Downloads (Pure)

Abstract

Companies are developing a growing interest in aligning their information systems in a process-oriented way. However, current process-aware information systems (PAIS) fail to meet process flexibility requirements, which reduces the applicability of such systems. To overcome this limitation PAIS should capture the whole process life cycle and all kinds of changes in an integrated way. In this paper we present such a holistic approach providing full process life cycle support by combining the ADEPT framework for dynamic process changes with the concepts and methods provided by case-based reasoning (CBR) technology. This allows expressing the semantics of process changes, their memorization and their reuse to perform similar changes in the future. If the same or similar process instance changes occur frequently, potential process type changes are suggested to the process engineer. The process engineer can then perform a schema evolution and migrate running instances to the new schema version by using the ADEPT framework. Finally, the case–base related to the old schema version is migrated as well.

Original language	English
Title of host publication	Business Process Management
Subtitle of host publication	3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings
Editors	Wil M.P. van der Aalst, Boualem Benatallah, Fabio Casati, Francisco Curbera
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	252-267
Number of pages	16
ISBN (Electronic)	978-3-540-31929-0
ISBN (Print)	978-3-540-28238-9
DOIs	https://doi.org/10.1007/11538394_17
Publication status	Published - Sept 2005
Event	3rd International Conference on Business Process Management, BPM 2005 - Nancy, France Duration: 5 Sept 2005 → 8 Sept 2005 Conference number: 3

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer Verlag
Volume	3649
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	3rd International Conference on Business Process Management, BPM 2005
Abbreviated title	BPM
Country/Territory	France
City	Nancy
Period	5/09/05 → 8/09/05

Keywords

SCS-Services
n/a OA procedure

Access to Document

10.1007/11538394_17

Cite this

Rinderle, S., Weber, B., Reichert, M., & Wild, W. (2005). Integrating Process Learning and Process Evolution - A Semantics Based Approach. In W. M. P. van der Aalst, B. Benatallah, F. Casati, & F. Curbera (Eds.), Business Process Management: 3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings (pp. 252-267). (Lecture Notes in Computer Science; Vol. 3649). Springer. https://doi.org/10.1007/11538394_17

Rinderle, Stefanie ; Weber, Barbara ; Reichert, Manfred et al. / Integrating Process Learning and Process Evolution - A Semantics Based Approach. Business Process Management: 3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings. editor / Wil M.P. van der Aalst ; Boualem Benatallah ; Fabio Casati ; Francisco Curbera. Berlin, Heidelberg : Springer, 2005. pp. 252-267 (Lecture Notes in Computer Science).

@inproceedings{1171a977c9504d84a264415239d085e6,

title = "Integrating Process Learning and Process Evolution - A Semantics Based Approach.",

abstract = "Companies are developing a growing interest in aligning their information systems in a process-oriented way. However, current process-aware information systems (PAIS) fail to meet process flexibility requirements, which reduces the applicability of such systems. To overcome this limitation PAIS should capture the whole process life cycle and all kinds of changes in an integrated way. In this paper we present such a holistic approach providing full process life cycle support by combining the ADEPT framework for dynamic process changes with the concepts and methods provided by case-based reasoning (CBR) technology. This allows expressing the semantics of process changes, their memorization and their reuse to perform similar changes in the future. If the same or similar process instance changes occur frequently, potential process type changes are suggested to the process engineer. The process engineer can then perform a schema evolution and migrate running instances to the new schema version by using the ADEPT framework. Finally, the case–base related to the old schema version is migrated as well.",

keywords = "SCS-Services, n/a OA procedure",

author = "Stefanie Rinderle and Barbara Weber and Manfred Reichert and Werner Wild",

year = "2005",

month = sep,

doi = "10.1007/11538394_17",

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series = "Lecture Notes in Computer Science",

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editor = "{van der Aalst}, {Wil M.P.} and Boualem Benatallah and Fabio Casati and Francisco Curbera",

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Rinderle, S, Weber, B, Reichert, M & Wild, W 2005, Integrating Process Learning and Process Evolution - A Semantics Based Approach. in WMP van der Aalst, B Benatallah, F Casati & F Curbera (eds), Business Process Management: 3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings. Lecture Notes in Computer Science, vol. 3649, Springer, Berlin, Heidelberg, pp. 252-267, 3rd International Conference on Business Process Management, BPM 2005, Nancy, France, 5/09/05. https://doi.org/10.1007/11538394_17

Integrating Process Learning and Process Evolution - A Semantics Based Approach. / Rinderle, Stefanie; Weber, Barbara; Reichert, Manfred et al.
Business Process Management: 3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings. ed. / Wil M.P. van der Aalst; Boualem Benatallah; Fabio Casati; Francisco Curbera. Berlin, Heidelberg: Springer, 2005. p. 252-267 (Lecture Notes in Computer Science; Vol. 3649).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Weber, Barbara

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AU - Wild, Werner

N1 - Conference code: 3

PY - 2005/9

Y1 - 2005/9

N2 - Companies are developing a growing interest in aligning their information systems in a process-oriented way. However, current process-aware information systems (PAIS) fail to meet process flexibility requirements, which reduces the applicability of such systems. To overcome this limitation PAIS should capture the whole process life cycle and all kinds of changes in an integrated way. In this paper we present such a holistic approach providing full process life cycle support by combining the ADEPT framework for dynamic process changes with the concepts and methods provided by case-based reasoning (CBR) technology. This allows expressing the semantics of process changes, their memorization and their reuse to perform similar changes in the future. If the same or similar process instance changes occur frequently, potential process type changes are suggested to the process engineer. The process engineer can then perform a schema evolution and migrate running instances to the new schema version by using the ADEPT framework. Finally, the case–base related to the old schema version is migrated as well.

AB - Companies are developing a growing interest in aligning their information systems in a process-oriented way. However, current process-aware information systems (PAIS) fail to meet process flexibility requirements, which reduces the applicability of such systems. To overcome this limitation PAIS should capture the whole process life cycle and all kinds of changes in an integrated way. In this paper we present such a holistic approach providing full process life cycle support by combining the ADEPT framework for dynamic process changes with the concepts and methods provided by case-based reasoning (CBR) technology. This allows expressing the semantics of process changes, their memorization and their reuse to perform similar changes in the future. If the same or similar process instance changes occur frequently, potential process type changes are suggested to the process engineer. The process engineer can then perform a schema evolution and migrate running instances to the new schema version by using the ADEPT framework. Finally, the case–base related to the old schema version is migrated as well.

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KW - n/a OA procedure

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M3 - Conference contribution

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BT - Business Process Management

A2 - van der Aalst, Wil M.P.

A2 - Benatallah, Boualem

A2 - Casati, Fabio

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PB - Springer

CY - Berlin, Heidelberg

T2 - 3rd International Conference on Business Process Management, BPM 2005

Y2 - 5 September 2005 through 8 September 2005

ER -

Rinderle S, Weber B, Reichert M, Wild W. Integrating Process Learning and Process Evolution - A Semantics Based Approach. In van der Aalst WMP, Benatallah B, Casati F, Curbera F, editors, Business Process Management: 3rd International Conference, BPM 2005, Nancy, France, September 5-8, 2005, Proceedings. Berlin, Heidelberg: Springer. 2005. p. 252-267. (Lecture Notes in Computer Science). doi: 10.1007/11538394_17

Integrating Process Learning and Process Evolution - A Semantics Based Approach.

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