Please use this identifier to cite or link to this item:
http://hdl.handle.net/1942/28116Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | JANS, Mieke | - |
| dc.contributor.author | Soffer, Pnina | - |
| dc.contributor.author | JOUCK, Toon | - |
| dc.date.accessioned | 2019-05-03T08:15:42Z | - |
| dc.date.available | 2019-05-03T08:15:42Z | - |
| dc.date.issued | 2019 | - |
| dc.identifier.citation | Enterprise Information Systems, 13 (5), p. 601-630 | - |
| dc.identifier.issn | 1751-7575 | - |
| dc.identifier.uri | http://hdl.handle.net/1942/28116 | - |
| dc.description.abstract | The digitalisation of business processes has led to the new opportunity of investigating process executions by using process mining. The complex preparation step of building an event log is often perceived as a technical task, although business considerations should be involved. In this paper, we examine via an experimental study whether and how a guiding procedure supports the performance of this task. Our findings provide insights into the parts played by business and technical considerations in this task and suggest that procedural guidance positively impacts the process of building an event log and its outcome. | - |
| dc.language.iso | en | - |
| dc.rights | 2019 Informa UK Limited, trading as Taylor & Francis Group | - |
| dc.subject.other | Process mining; event log; procedural instructions | - |
| dc.title | Building a valuable event log for process mining: an experimental exploration of a guided process | - |
| dc.type | Journal Contribution | - |
| dc.identifier.epage | 630 | - |
| dc.identifier.issue | 5 | - |
| dc.identifier.spage | 601 | - |
| dc.identifier.volume | 13 | - |
| local.bibliographicCitation.jcat | A1 | - |
| dc.description.notes | Jans, M (reprint author), Hasselt Univ, Hasselt, Belgium. Mieke.jans@uhasselt.be | - |
| dc.relation.references | Brehm, L., A. Heinzl, and M. L. Markus. 2001. Tailoring ERP Systems: A Spectrum of Choices and Their Implications. Maui: IEEE. January. Calvanese, D., M. Montali, A. Syamsiyah, and W. M. P. van der Aalst. 2016. “Ontology-Driven Extraction of Event Logs from Relational Databases.” In Business Process Management Workshops. BPM 2016. Lecture Notes in Business Information Processing, edited by Reichert M., & Reijers H., vol 256. Springer, Cham Cohen, J. 1960. “A Coefficient of Agreement for Nominal Scales.” Educational and Psycho- Logical Measurement 20 (1): 37–46. doi:10.1177/001316446002000104. Cohen, J. 1968. “Weighted Kappa: Nominal Scale Agreement Provision for Scaled Disagree- Ment or Partial Credit.” Psychological Bulletin 70 (4): 213. doi:10.1037/h0026256. de Murillas, E., H. Reijers, and W. van der Aalst. 2018. “Connecting Databases with Process Mining: A Meta Model and Toolset.” Software and Systems Modeling 1-39. doi:10.1007/s10270-018-0664-7 Feitelson, D. G. 2015. “Using Students as Experimental Subjects in Software Engineering ResearchA Review and Discussion of the Evidence.” arXiv preprint arXiv:1512.08409. Gemino, A., and Y. Wand. 2004. “A Framework for Empirical Evaluation of Conceptual Modeling Techniques.” Requirements Engineering 9 (4): 248–260. doi:10.1007/s00766-004-0204-6. González López de Murillas, E., H. A. Reijers, and W. M. P. van der Aalst. 2015. “Process Mining on Databases: Unearthing Historical Data from Redo Logs.” In Business Process Management: 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 – September 3, 2015, Proceedings, edited by R. H. Motahari-Nezhad, J. Recker, and M. Weidlich, 367–385. Cham: Springer International Publishing. González López de Murillas, E., H. A. Reijers, and W. M. P. van der Aalst. 2016. “Connect- Ing Databases with Process Mining: A Meta Model and Toolset.” In Enterprise, Business- Process and Information Systems Modeling: 17th International Conference, BPMDS 2016, 21st International Conference, EMMSAD 2016, Held at CAiSE 2016, Ljubljana, Slovenia, June 13- 14,2016,Proceedings, edited by R. Schmidt, W. Gudria, I. Bider, and S. Guerreiro, 231–249. Cham: Springer International Publishing. Howe, B., M. Franklin, L. Haas, T. Kraska, and J. Ullman. 2017. “Data Science Education: We’re Missing the Boat, Again.” In Data Engineering (ICDE), 2017 IEEE 33rd International Conference on, 1473–1474. San Diego, CA: IEEE. Huang, I.-L., and J. R. Burns. 2000. “A Cognitive Comparison of Modeling Behaviors Be-tween Novice and Expert Information Analysts.” AMCIS 2000 Proceedings 45, Long Beach, CA. Hyde, J. S., and M. C. Linn. 1988. “Gender Differences in Verbal Ability: A Meta-Analysis.” Psychological Bulletin 104 (1): 53. doi:10.1037/0033-2909.104.1.53. Jans, M., and P. Soffer. 2017. “From Relational Database to Event Log: Decisions with Quality Impact.” In Business Process Management Workshops: First International Work- shop on Quality Data for Process Analytics (QD-PA), Barcelona, Spain, 11 September 2017. Forthcoming edited by M. T. Wynn, M. Comuzzi, M. Song, L. Wen, and H. Berlin Springer. Janssenswillen, G., B. Depaire, M. Swennen, M. Jans, and K. Vanhoof. 2019. “bupaR: Enabling Reproducible Business Process Analysis.” Knowledge-Based Systems 163: 927–930. doi:10.1016/ j.knosys.2018.10.018. ENTERPRISE INFORMATION SYSTEMS 29 Kirschner, P. A., J. Sweller, and R. E. Clark. 2006. “Why Minimal Guidance during Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem- Based, Experiential, and Inquiry-Based Teaching.” Educational Psychologist 41 (2): 75–86. doi:10.1207/s15326985ep4102_1. Larkin, J. H., and H. A. Simon. 1987. “Why a Diagram Is (Sometimes) Worth Ten Thousand Words.” Cognitive Science 11 (1): 65–100. doi:10.1111/j.1551-6708.1987.tb00863.x. Lu, X., M. Q. L. Nagelkerke, D. van de Wiel, and D. Fahland. 2015. “Discovering Interacting Artifacts from ERP Systems (Extended Version).” BPM Reports 1508. Nielsen, J. 1994. “Estimating the Number of Subjects Needed for a Thinking Aloud Test.” International Journal of Human-Computer Studies 41 (3): 385–397. doi:10.1006/ijhc.1994.1065. Paas, F. G. W. C., and J. G. J. Van Merrinboer. 1994. “Instructional Control of Cognitive Load in the Training of Complex Cognitive Tasks.” Educational Psychology Review 6 (4): 351–371. doi:10.1007/BF02213420. Raichelson, L., P. Soffer, and E. Verbeek. 2017. “Merging Event Logs: Combining Gran-Ularity Levels for Process Flow Analysis.” Information Systems 71: 211–227. doi:10.1016/j.is.2017.08.010. Russo, J. E., E. J. Johnson, and D. L. Stephens. 1989. “The Validity of Verbal Protocols.” Memory & Cognition 17 (1): 759–769. doi:10.3758/BF03202637. Shaft, T. M., and I. Vessey. 2006. “The Role of Cognitive Fit in the Relationship between Software Comprehension and Modification.” Mis Quarterly 30: 29–55. doi:10.2307/25148716. Soffer, P., Y. Wand, and M. Kaner. 2015. “Conceptualizing Routing Decisions in Business Processes: Theoretical Analysis and Empirical Testing.” Journal of the Association for In- Formation Systems 16 (5): 345–393. doi:10.17705/1jais. Sweller, J. 2011. “Cognitive Load Theory.” Psychology of Learning and Motivation 55: 37–76. Sweller, John. 1988. “Cognitive Load during Problem Solving: Effects on Learning.” Cognitive Science 12 (2): 257–285. doi:10.1207/s15516709cog1202_4. Sweller, John. 1988. “Cognitive Load during Problem Solving: Effects on Learning.” Cognitive Science 12 (2): 257-285. doi: 10.1207/s15516709cog1202_4. Tsoury, A., P. Soffer, and I. Reinhartz-Berger. 2018. “”A Conceptual Framework for Supporting Deep Exploration of Business Process Behavior.” In International Conference on Conceptual Modeling, ER’18, Xi'an. van der Aalst, W. M. P. 2011. Process Mining: Discovery, Conformance and Enhancement of Business Processes. Heidelberg: Springer. Verbeek, H. M. W., J. C. A. M. Buijs, B. F. Van Dongen, and W. M. P. Van der Aalst. 2011. Xes, Xesame, and Prom 6, 60–75. Berlin, Heidelberg: Springer. | - |
| local.type.refereed | Refereed | - |
| local.type.specified | Article | - |
| dc.identifier.doi | 10.1080/17517575.2019.1587788 | - |
| dc.identifier.isi | 000463911600002 | - |
| item.validation | ecoom 2020 | - |
| item.accessRights | Open Access | - |
| item.fullcitation | JANS, Mieke; Soffer, Pnina & JOUCK, Toon (2019) Building a valuable event log for process mining: an experimental exploration of a guided process. In: Enterprise Information Systems, 13 (5), p. 601-630. | - |
| item.fulltext | With Fulltext | - |
| item.contributor | JANS, Mieke | - |
| item.contributor | Soffer, Pnina | - |
| item.contributor | JOUCK, Toon | - |
| crisitem.journal.issn | 1751-7575 | - |
| crisitem.journal.eissn | 1751-7583 | - |
| Appears in Collections: | Research publications | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Jans, Soffer, Jouck Building a valuable event log - EIS.pdf Restricted Access | Published version | 2.77 MB | Adobe PDF | View/Open Request a copy |
| Main.pdf | Peer-reviewed author version | 699.21 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.