Linguistic summaries of process data

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Abstract

In this paper we investigate a new application area for protoform-based linguistic summaries, namely process data. We are proposing four protoforms that are designed to capture process specific information. Linguistic summaries can capture information on the tasks or sequences of tasks that are frequently executed as well as properties of these tasks or sequences, such as their throughput and service time. Such information is of specific interest in the context of process analysis and diagnosis. Moreover linguistic summaries are capable of combining different features and characteristics of tasks, sequences of tasks and even whole processes. Through a case study with a data from practice, the paper shows that the knowledge derived from these linguistic summaries is useful for identifying problems in processes and establishing best practices.
Original languageEnglish
Title of host publicationIEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey
EditorsAdnan Yazici, Nikhil R. Pal, Uzay Kaymak, Trevor Martin, Hisao Ishibuchi, Chin-Teng Lin, Joao M. C. Sousa, Bulent Tutmez
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages1-7
ISBN (Electronic)978-1-4673-7428-6
ISBN (Print)978-1-4673-7429-3
DOIs
Publication statusPublished - 2015

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Wilbik, A. M., & Dijkman, R. M. (2015). Linguistic summaries of process data. In A. Yazici, N. R. Pal, U. Kaymak, T. Martin, H. Ishibuchi, C-T. Lin, J. M. C. Sousa, ... B. Tutmez (Eds.), IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey (pp. 1-7). Piscataway: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/FUZZ-IEEE.2015.7337891
Wilbik, A.M. ; Dijkman, R.M. / Linguistic summaries of process data. IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey. editor / Adnan Yazici ; Nikhil R. Pal ; Uzay Kaymak ; Trevor Martin ; Hisao Ishibuchi ; Chin-Teng Lin ; Joao M. C. Sousa ; Bulent Tutmez. Piscataway : Institute of Electrical and Electronics Engineers, 2015. pp. 1-7
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abstract = "In this paper we investigate a new application area for protoform-based linguistic summaries, namely process data. We are proposing four protoforms that are designed to capture process specific information. Linguistic summaries can capture information on the tasks or sequences of tasks that are frequently executed as well as properties of these tasks or sequences, such as their throughput and service time. Such information is of specific interest in the context of process analysis and diagnosis. Moreover linguistic summaries are capable of combining different features and characteristics of tasks, sequences of tasks and even whole processes. Through a case study with a data from practice, the paper shows that the knowledge derived from these linguistic summaries is useful for identifying problems in processes and establishing best practices.",
author = "A.M. Wilbik and R.M. Dijkman",
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Wilbik, AM & Dijkman, RM 2015, Linguistic summaries of process data. in A Yazici, NR Pal, U Kaymak, T Martin, H Ishibuchi, C-T Lin, JMC Sousa & B Tutmez (eds), IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey. Institute of Electrical and Electronics Engineers, Piscataway, pp. 1-7. https://doi.org/10.1109/FUZZ-IEEE.2015.7337891

Linguistic summaries of process data. / Wilbik, A.M.; Dijkman, R.M.

IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey. ed. / Adnan Yazici; Nikhil R. Pal; Uzay Kaymak; Trevor Martin; Hisao Ishibuchi; Chin-Teng Lin; Joao M. C. Sousa; Bulent Tutmez. Piscataway : Institute of Electrical and Electronics Engineers, 2015. p. 1-7.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AB - In this paper we investigate a new application area for protoform-based linguistic summaries, namely process data. We are proposing four protoforms that are designed to capture process specific information. Linguistic summaries can capture information on the tasks or sequences of tasks that are frequently executed as well as properties of these tasks or sequences, such as their throughput and service time. Such information is of specific interest in the context of process analysis and diagnosis. Moreover linguistic summaries are capable of combining different features and characteristics of tasks, sequences of tasks and even whole processes. Through a case study with a data from practice, the paper shows that the knowledge derived from these linguistic summaries is useful for identifying problems in processes and establishing best practices.

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DO - 10.1109/FUZZ-IEEE.2015.7337891

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SN - 978-1-4673-7429-3

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Wilbik AM, Dijkman RM. Linguistic summaries of process data. In Yazici A, Pal NR, Kaymak U, Martin T, Ishibuchi H, Lin C-T, Sousa JMC, Tutmez B, editors, IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey. Piscataway: Institute of Electrical and Electronics Engineers. 2015. p. 1-7 https://doi.org/10.1109/FUZZ-IEEE.2015.7337891