• 3265 Citations
20062021

Research output per year

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Research Output

2020

Enabling efficient process mining on large data sets: realizing an in-database process mining operator

Dijkman, R., Gao, J., Syamsiyah, A., van Dongen, B., Grefen, P. & ter Hofstede, A., 1 Mar 2020, In : Distributed and Parallel Databases. 38, 1, p. 227-253 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
12 Downloads (Pure)
2019

BPMS-RA: a novel Reference Architecture for Business Process Management Systems

Pourmirza, S., Peters, S., Dijkman, R. & Grefen, P., Feb 2019, In : ACM Transactions on Internet Technology. 19, 1, 23 p., 13.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
216 Downloads (Pure)

Business processes exceptions in relation to operational performance

Dijkman, R., Turetken, O., van IJzendoorn, G. R. & de Vries, M., 2 Sep 2019, In : Business Process Management Journal. 25, 5, p. 908-922 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Developing process execution support for high tech manufacturing processes

Vanderfeesten, I. T. P., Erasmus, J., Traganos, K., Bouklis, P., Garbi, A., Boultadakis, G., Dijkman, R. M. & Grefen, P. W. P. J., 27 Jul 2019, Empirical studies on the development of executable business processes. Lübke, D. & Pautasso, C. (eds.). Cham: Springer, 113 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

6 Downloads (Pure)

The Business Process Management Game

Dijkman, R. & Peters, S., 1 Jan 2019, Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019). Depaire, B., De Smedt, J. & Dumas, M. (eds.). CEUR-WS.org, p. 119-123 (CEUR Workshop Proceedings; vol. 2420).

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

Open Access
File
141 Downloads (Pure)
2018

Advanced Information Systems Engineering Workshops: CAiSE 2018 International Workshops Tallinn, Estonia, June 11–15, 2018 : Proceedings

Matulevičius, R. (ed.) & Dijkman, R. M. (ed.), 2018, Berlin: Springer. (Lecture notes in business information processing; vol. 316)

Research output: Book/ReportBook editingAcademicpeer-review

Advanced queueing models for quantitative business process analysis

Dijkman, R. M., Adan, I. J. B. F. & Peters, S. P. F., 18 Oct 2018, Proceedings - 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018. Bures, T. & Angelis, L. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 260-267 8 p. 8498217

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

9 Downloads (Pure)

Advanced simulation of resource constructs in business process models

Peters, S. P. F., Dijkman, R. M. & Grefen, P. W. P. J., 12 Aug 2018, Business Process Management Forum - BPM Forum 2018, Proceedings. Montali, M., Weske, M., vom Brocke, J. & Weber, I. (eds.). Cham: Springer, p. 159-175 17 p. (Lecture Notes in Business Information Processing; vol. 329).

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

4 Downloads (Pure)

A native operator for process discovery

Syamsiyah, A., van Dongen, B. F. & Dijkman, R. M., 1 Jan 2018, Database and Expert Systems Applications - 29th International Conference, DEXA 2018, Proceedings. Pernul, G., Hartmann, S., Ma, H., Hameurlain, A. & Wagner, R. R. (eds.). Springer, p. 292-300 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11030 LNCS).

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

3 Citations (Scopus)
2 Downloads (Pure)

An integrated view on the future of logistics and information technology

Grefen, P. W. P. J., Hofman, W., Dijkman, R. M., Veenstra, A. & Peters, S. P. F., 31 May 2018, 1805.12485 ed. Ithaca, NY, USA: Cornell University Library. 22 p.

Research output: Book/ReportReportAcademic

Open Access
File
39 Downloads (Pure)

Complex collaborative physical process management: a position on the trinity of BPM, IoT and DA

Grefen, P., Ludwig, H., Tata, S., Dijkman, R., Baracaldo, N., Wilbik, A. & d’Hondt, T., 1 Jan 2018, Collaborative Networks of Cognitive Systems - 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Proceedings. Afsarmanesh, H., Rezgui, Y. & Camarinha-Matos, L. M. (eds.). Cham: Springer, p. 244-253 10 p. (IFIP Advances in Information and Communication Technology; vol. 534).

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

3 Citations (Scopus)
2 Downloads (Pure)

Native directly follows operator

Syamsiyah, A., Dongen, B. F. V. & Dijkman, R. M., 5 Jun 2018, In : arXiv. 12 p.

Research output: Contribution to journalArticleAcademic

Open Access
File
22 Downloads (Pure)

Predicting stochastic travel times based on high-volume floating car data

Goncalves, R., Almeida, R. J. D. & Dijkman, R. M., 20 Aug 2018, In : arXiv. 20 p., 1808.06610v1.

Research output: Contribution to journalArticleAcademic

Open Access
File
22 Downloads (Pure)

Predicting throughput time

Beekmans, W. P. F. & Dijkman, R. M. (ed.), 13 Nov 2018, Eindhoven: Technische Universiteit Eindhoven. 12 p. (eSCF Operations Practices: Insight from Science; no. 16)

Research output: Book/ReportReportAcademic

Open Access
File
56 Downloads (Pure)

Preface

Matulevičius, R. & Dijkman, R., 1 Jan 2018, Advanced Information Systems Engineering Workshops: CAiSE 2018 International Workshops, Tallinn, Estonia, June 11-15, 2018, Proceedings. Matulevičius, R. & Dijkman, R. (eds.). Cham: Springer, Vol. 316. p. V (Lecture Notes in Business Information Processing; vol. 316).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Quantitative effects of advanced resource constructs in business process simulation

Peters, S. P. F., Dijkman, R. M. & Grefen, P. W. P. J., 14 Nov 2018, 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference, EDOC 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 115-122 8 p. 8536155

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

Towards advanced resource constructs in business process simulation

Peters, S. P. F., Dijkman, R. M. & Grefen, P. W. P. J., 2018, 2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) . 2 p.

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

2017

A method for improving the generation of linguistic summaries

Wilbik, A. M., Dijkman, R. M. & Kaymak, U., 23 Aug 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 9-12 July 2017, Naples, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8015752

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

3 Citations (Scopus)
2 Downloads (Pure)

A systematic literature review on the architecture of business process management systems

Pourmirza, S., Peters, S. P. F., Dijkman, R. M. & Grefen, P. W. P. J., 1 Jun 2017, In : Information Systems. 66, p. 43-58 16 p.

Research output: Contribution to journalReview articleAcademicpeer-review

13 Citations (Scopus)
11 Downloads (Pure)

Correlation miner: mining business process models and causal relations without case identifiers

Pourmirza, S., Dijkman, R. M. & Grefen, P. W. P. J., 1 Jun 2017, In : International Journal of Cooperative Information Systems. 26, 2, 32 p., 1742002.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Citations (Scopus)
103 Downloads (Pure)

Enabling big data to increase output at NXP semiconductor operations

Wiers, V. C. S., de Kok, A. G. (ed.) & Dijkman, R. M. (ed.), 30 May 2017, Eindhoven: Technische Universiteit Eindhoven. 18 p. (eSCF operations practices : insights from science)

Research output: Book/ReportReportAcademic

Open Access
File
242 Downloads (Pure)

Generating process model collections

Yan, Z., Dijkman, R. M. & Grefen, P. W. P. J., 1 Oct 2017, In : Software and Systems Modeling. 16, 4, p. 979-995 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)
1 Downloads (Pure)

Linguistic summarization of event logs - a practical approach

Dijkman, R. M. & Wilbik, A. M., 1 Jul 2017, In : Information Systems. 67, p. 114-125 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
8 Downloads (Pure)

Message from the EDOC 2017 workshop chairs

Lapalme, J. & Dijkman, R., 30 Oct 2017, 2017 IEEE 21st International Enterprise Distributed Object Computing Workshop (EDOCW) . Hallé, S., Dijkman, R. & Lapalme, J. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. viii 1 p.

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

Open Access
2016

A toolkit for streaming process data analysis

Dijkman, R. M., Peters, S. P. F. & ter Hofstede, A. H. M., 2016, 2016 IEEE 20th International Enterprise Distributed Object Computing Workshop (EDOCW), 5-9 September 2016, Vienna, Austria. Dijkman, R., Ferreira Pires, L. & Rinderle-Ma, S. (eds.). Piscataway: IEEE Press, p. 304-312 9 p.

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

4 Citations (Scopus)
4 Downloads (Pure)

Business process architectures: overview, comparison and framework

Dijkman, R. M., Vanderfeesten, I. T. P. & Reijers, H. A., 12 Feb 2016, In : Enterprise Information Systems. 10, 2, p. 129-158 30 p.

Research output: Contribution to journalArticleAcademicpeer-review

27 Citations (Scopus)
11 Downloads (Pure)

Estimation and characterization of activity duration in business processes

Gonçalves, R. M. T., Almeida, R. J., Sousa, J. & Dijkman, R. M., 2016, Information Processing and Management of Uncertainty in Knowledge-Based Systems : 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II. Carvalho, J., Lesot, M. J., Kaymak, U., Vieira, S., Bouchon-Meunier, B. & Yager, R. (eds.). Cham: Springer, p. 729-740 12 p. (Communications in Computer and Information Science (CCIS); vol. 611).

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

Managing intermodal hinterland networks

Bouchery, Y., Fransoo, J. C., Wiers, V. C. S. (ed.), de Kok, A. G. (ed.) & Dijkman, R. M. (ed.), Jan 2016, Eindhoven: Technische Universiteit Eindhoven. 24 p. (eSCF operations practices : insights from science)

Research output: Book/ReportReportProfessional

Open Access
File
161 Downloads (Pure)

On the generation of useful linguistic summaries of sequences

Wilbik, A. & Dijkman, R. M., 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 24-29 July 2016, Vancouver, Canada. Piscataway: Institute of Electrical and Electronics Engineers, p. 555-562 8 p.

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

4 Citations (Scopus)
2 Downloads (Pure)

Properties that influence business process management maturity and its effect on organizational performance

Dijkman, R. M., Lammers, S. J. & de Jong, A., Aug 2016, In : Information Systems Frontiers. 17, 4, p. 717-734 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
15 Citations (Scopus)
149 Downloads (Pure)

Supply chain renaissance through new talents

Wiers, V. C. S., de Kok, A. G. (ed.) & Dijkman, R. M. (ed.), 2016, Eindhoven: Technische Universiteit Eindhoven. 16 p. (ESCF operations practices : insights of science; vol. 12)

Research output: Book/ReportReportAcademic

Open Access
File
67 Downloads (Pure)

Towards a methodology for the engineering of event-driven process applications

Baumgrass, A., Botezatu, M., Di Ciccio, C., Dijkman, R. M., Grefen, P. W. P. J., Hewelt, M., Mendling, J., Meyer, A., Pourmirza, S. & Völzer, H., 22 Jul 2016, 1st International Workshop on Process Engineering (IWPE 2015), 31 August 2015, Innsbruck, Austria. Reijers, H. & Reichert, M. (eds.). Berlin: Springer, p. 501-514 14 p. (Lecture Notes in Business Information Processing; vol. 256).

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

10 Citations (Scopus)
2015

A software architecture for transportation planning and monitoring in a collaborative network

Baumgrass, A., Dijkman, R. M., Grefen, P. W. P. J., Pourmirza, S., Völzer, H. & Weske, M. H., 2015, Risks and Resilience of Collaborative Networks : 16th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2015, Albi, France, October 5–7, 2015, Proceedings. Camarinha-Matos, L. M., Bénaben, F. & Picard, W. (eds.). Berlin: Springer, p. 277-284 (IFIP Advances in Information and Communication Technology; vol. 463).

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

6 Citations (Scopus)
3 Downloads (Pure)

Business models for the internet of things

Dijkman, R. M., Sprenkels, B., Peeters, T. J. G. & Janssen, A., 2015, In : International Journal of Information Management. 35, 6, p. 672-678

Research output: Contribution to journalArticleAcademicpeer-review

143 Citations (Scopus)
38 Downloads (Pure)

Correlation mining : mining process orchestrations without case identifiers

Pourmirza, S., Dijkman, R. M. & Grefen, P. W. P. J., 2015, Service-Oriented Computing : 13th international conference, ICSOC 2015, Goa, India, November 16-19, 2015 : proceedings. Barros, A., Grigori, D., Narendra, N. C. & Dam, H. K. (eds.). Dordrecht: Springer, p. 237-252 (Lecture notes in computer science; vol. 9435).

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

9 Citations (Scopus)

Data aggregation for stochastic characterisation of process activities

Gonçalves, R., Almeida, R. J., Dijkman, R., Sousa, J. & Kaymak, U., 1 Dec 2015.

Research output: Contribution to conferencePoster

Open Access
File
34 Downloads (Pure)
13 Citations (Scopus)
10 Downloads (Pure)

GET controller and UNICORN: event-driven process execution and monitoring in logistics: Event-driven process execution and monitoring in logistics

Baumgrass, A., Di Ciccio, C., Dijkman, R., Hewelt, M., Mendling, J., Meyer, A., Pourmirza, S., Weske, M. & Wong, T. Y., 2015, Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015), Innsbruck, Austria, September 2, 2015. Daniel, F. & Zugal, S. (eds.). p. 75-79 5 p. (CEUR Workshop Proceedings; vol. 1418).

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

17 Citations (Scopus)
4 Downloads (Pure)

Linguistic summaries of process data

Wilbik, A. M. & Dijkman, R. M., 2015, IEEE International Conference on Fuzzy Systems (IEEE-FUZZ 2015), 2-5 August 2015, Istanbul, Turkey. Yazici, A., Pal, N. R., Kaymak, U., Martin, T., Ishibuchi, H., Lin, C-T., Sousa, J. M. C. & Tutmez, B. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 1-7

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

5 Citations (Scopus)
1 Downloads (Pure)

Measures of process harmonization

Romero, H. L., Dijkman, R. M., Grefen, P. W. P. J., van Weele, A. J. & de Jong, A., Jul 2015, In : Information and Software Technology. 63, p. 31-43

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
3 Downloads (Pure)

The effect of exceptions in business processes

Dijkman, R. M., IJzendoorn, van, G. R., Türetken, O. & de Vries, M., 2015, Eindhoven: Technische Universiteit Eindhoven. 14 p. (BETA publicatie : working papers; vol. 470)

Research output: Book/ReportReportAcademic

Open Access
File
97 Downloads (Pure)

Using Twitter to predict sales : a case study

Dijkman, R. M., Ipeirotis, P., Aertsen, F. & Helden, van, R., 2015, Eindhoven: Technische Universiteit Eindhoven. 14 p. (BETA publicatie : working papers; vol. 471)

Research output: Book/ReportReportAcademic

Open Access
File
70 Downloads (Pure)
2014

A software architecture for a transportation control tower

Baumgrass, A., Dijkman, R. M., Grefen, P. W. P. J., Pourmirza, S., Völzer, H. & Weske, M. H., 2014, Eindhoven: Technische Universiteit Eindhoven. 14 p. (BETA publicatie : working papers; vol. 461)

Research output: Book/ReportReportAcademic

Open Access
File
155 Downloads (Pure)

Automatic extraction of process categories from process model collections

Malinova, M., Dijkman, R. M. & Mendling, J., 2014, Business Process Management Workshops : BPM 2013 International Workshops, Beijing, China, August 26, 2013, Revised Papers. Lohmann, N., Song, M. & Wohed, P. (eds.). Berlin: Springer, p. 430-441 (Lecture Notes in Business Information Processing; vol. 171).

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

7 Citations (Scopus)
1 Downloads (Pure)

Generating synthetic process model collections with properties of labeled real-life models

Yan, Z., Dijkman, R. M. & Grefen, P. W. P. J., 2014, Asia Pacific Business Process Management : Second Asia Pacific Conference, AP-BPM 2014, Brisbane, QLD, Australia, July 3-4, 2014. Proceedings. Ouyang, C. & Jung, J-Y. (eds.). Berlin: Springer, p. 74-88 (Lecture Notes in Business Information Processing; vol. 181).

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

5 Citations (Scopus)
3 Downloads (Pure)

Report : The Process Model Matching Contest 2013

Cayoglu, U., Dijkman, R. M., Dumas, M., Fettke, P., García-Bañuelos, L., Hake, P., Klinkmuller, C., Leopold, H., Ludwig, A., Loos, P., Mendling, J., Oberweis, A., Schoknecht, A., Sheetrit, E., Thaler, T., Ullrich, M., Weber, I. M. & Weidlich, M., 2014, Business Process Management Workshops : BPM 2013 International Workshops, Beijing, China, August 26, 2013, Revised Papers. Lohmann, N., Song, M. & Wohed, P. (eds.). Berlin: Springer, p. 442-453 (Lecture Notes in Business Information Processing; vol. 171).

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

22 Citations (Scopus)
1 Downloads (Pure)

Switching parties in a collaboration at run-time

Pourmirza, S., Dijkman, R. M. & Grefen, P. W. P. J., 2014, Proceedings of the 2014 IEEE 18th International Enterprise Distributed Object Computing Conference (EDOC '14, Ulm, Germany, September 1-5, 2014). Reichert, M., Rinderle-Ma, S. & Grossmann, G. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 136-141

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

5 Citations (Scopus)
2013

A short survey on process model similarity

Dijkman, R. M., Dongen, van, B. F., Dumas, M., García-Bañuelos, L., Kunze, M., Leopold, H., Mendling, J., Uba, R., Weidlich, M., Weske, M. H. & Yan, Z., 2013, Seminal Contributions to Information Systems Engineering : 25 Years of CAiSE. Bubenko, J., Krogstie, J., Pastor, O., Pernici, B., Rolland, C. & Sølvberg, A. (eds.). Berlin: Springer, p. 421-428

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

A visual token-based formalization of BPMN 2.0 based on in-place transformations

Gorp, van, P. M. E. & Dijkman, R. M., 2013, In : Information and Software Technology. 55, 2, p. 365-394

Research output: Contribution to journalArticleAcademicpeer-review

29 Citations (Scopus)