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# Similarity of KIP's patterns: Clustering the Unstructured

Fabrice Boissier

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## To cite this version:

Fabrice Boissier. Similarity of KIP's patterns: Clustering the Unstructured. CRI Poster Madness 2019, May 2019, Paris, France. hal-04854831

HAL Id: hal-04854831

https://hal.science/hal-04854831v1

Submitted on 23 Dec 2024

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# Similarity of KIP's patterns:
## Clustering the Unstructured

Supervisor : Bénédicte LE GRAND

Co-Supervisor : Irina RYCHKOVA

Fabrice BOISSIER

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Pictures obtained from: Visio Guy, VisioCafe, VisioZone, Freepik, The Open Group, ShapeSource, Stephen Howe, Microsoft Visio

## KIP: Main Current Challenges

### Manages unpredictable activities (flexibility) [1]

1) Identify

2) Ignore

3) Identify

4) Duplicate

5) Correction

6) Test

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Unknown activity (at modeling time) may appear during execution:
How to handle unpredictable activities?
Especially in standardized environment?

### Checking compliance while executing a KIP (compliance) [2]

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Quick changes in laws and regulations must be followed by process executors:
How to update in real time processes?
How to control in real time process executors?

## Aimed Challenge

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Reuse of past cases not well studied [3]
Process fragments could be exploited for reuse like in CBR [3]

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Multiple possible applications: healthcare, teaching, associations, investigations, ...
Recommandation or compliance of patterns with a reference

## Expected Contribution

### Supporting Knowledge Workers by proposing best matching patterns of activities

Unstructured process expose activities in disorder

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Regular business process similarity is based on
structural and semantic [4]

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Comparison of unstructured data with FCA
(Formal Concept Analysis) [5]

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Semantic analysis with ontologies
(BabelNet & WordNet)

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## References:

[1] S. Huber, M. Lederer, and F. Bodendorf, "It-enabled collaborative case management—principles and tools," in Collaboration Technologies and Systems (CTS), 2014 International Conference on. IEEE, 2014.

[2] T. Tran, E. Weiss, C. Ruhsam, C. Czepa, H. Tran, and U. Zdun, "Embracing process compliance and flexibility through behavioral consistency checking in ACM," in Business Process Management Workshops. BPM 2016.

[3] R. Cognini, K. Hinkelmann, and A. Martin, "A case modelling language for process variant management in case-based reasoning," in International Conference on Business Process Management. Springer, 2016.

[4] A. Schoknecht, T. Thaler, P. Fettke, A. Oberweis, and R. Laue, "Similarity of business process models—a state-of-the-art analysis," ACM Computing Surveys (CSUR), vol. 50, no. 4, 2017.

[5] B. Wormuth and P. Becker, "Introduction to formal concept analysis," in 2nd International Conference of Formal Concept Analysis February, vol. 23, 2004.