A semantic rule-based approach supported by process mining for personalised adaptive learning

Procedia Computer Science

Volumn 37, Issue , 2014, Pages 203-210

  Okoye, Kingsley ^a   Tawil, Abdel Rahman H ^a   Naeem, Usman ^a   Bashroush, Rabih ^a   Lamine, Elyes ^b  

^a UNIVERSITY OF EAST LONDON   (United Kingdom)

^b UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

Event logs; Learning behaviour; Process mining; Process model; Semantic rules; User profile

Indexed keywords

EID: 84930348273     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2014.08.031     Document Type: Conference Paper

References (26)

1. Mancera L, Baldiris S, Fabregat R, Vinas F, Caparros B. Adapting Suitable Spaces in Learning Management Systems to Support Distance Learning in Adults with ADHD. Proceedings of the 11th IEEE International Conference on Advanced Learning Technologies (ICALT), 6-8th July 2011; pp. 105-109.
2. Yu Z, Nakamura Y, Jang S, Kajita S, Mase K. Ontology-Based Semantic Recommendation for Context-Aware E-Learning. Ubiquitous Intelligence and Computing, 2011; vol. 4611, 2007, pp 898-907.
3. IEEE Task Force on Process Mining. Process Mining Manifesto. In: Business Process Management Workshops LNBIP, Springer, 2012; vol. 99, pp. 169-194.
4. Tawil ARH, Litnhouvongs A, Chevalier O, Taweel A. An Ontology-Based Approach to Adaptive Home Careflows. In Proceedings of DEXA Workshops, 2011; pp. 522-526.
5. Van der Aalst WMP. Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, 2011.
6. Fahland D, Van der Aalst WMP. Repairing process models to reflect reality. In Business Process Management 2012, vol. 7481 of Lecture Notes in Computer Science, Springer, 2012; pp. 229-245.
7. Gunther CW. Process Mining in Flexible Environments. PhD Thesis, Eindhoven University of Technology. September, 2009.
8. Adriansyah A, Van Dongen B, Van der Aalst WMP. Conformance Checking using Cost-Based Fitness Analysis. In proceedings of EDOC 2011. IEEE Computer Society, 2011; pp. 55-64.
9. Munoz-Gama J, Carmona J. Enhancing Precision in Process Conformance: Stability, Confidence and Severity. In Proceedings of CIDM 2011. IEEE, Paris, France, April, 2011.
10. Van der Aalst WMP, Schonenberg MH, Song M. Time Prediction Based on Process Mining. Journal of Information Systems, 2011; Vol. 36(2), pp. 450-475.
11. Nooijen EHJ, Van Dongen BF, Fahland D. Automatic Discovery of Data-Centric and Artifact-Centric Processes. International Business Process Management (BPM) Workshops. Lecture Notes in Business Information Processing, 2013; Vol. 132, pp. 316-327.
12. Nganji JT, Brayshaw M, Tompsett B. Ontology-driven disability-aware e-learning personalisation with ONTODAPS. Journal of Campus-Wide Information Systems, 2013; Vol. 30(1), pp.17-34.
13. Piessens D. Event Log Extraction from SAP. In ECC 6.0, 2011.
14. Ramesh A. Process mining. In PeopleSoft. 2006.
15. Ferreira DL, Thom LH. A Semantic Approach to the Discovery of Workflow Activity Patterns in Event Logs. International Journal of Business Process Integration and Management, Inderscience Publisher, 2012; Vol. 6(1).
16. Thom LH, Reichert M, Iochpe C. Activity patterns in process-aware information systems: basic concepts and empirical evidence. Journal of Business Process Integration and Management, 2009; Vol. 4(2), pp. 93-110.
17. Van der Aalst WMP, Van Hee KM. Workflow management: Models, Methods, and Systems. MIT Press, Cambridge, MA, 2004.
18. Van der Aalst WMP, Weijters AJMM, Maruster L. Workflow Mining: Discovering Process Models from Event Logs. International Journal of IEEE transactions on Knowledge and Data engineering, 2004; Vol. 16(9). Pg. 1128-1142.
19. Huang SL, Shiu JH. A User-Centric Adaptive Learning System for E-Learning 2.0. International Journal of Educational Technology & Society, 2012; Vol. 15 (3), pp. 214-225.
20. Nganji JT, Brayshaw M, Tompsett B. Ontology-Based E-Learning Personalisation for Disabled Students in Higher Education. Journal of ITALICS, 2011; Vol. 10(1) pp. 1473-7507.
21. Disco Software Download "http://fluxicon.com/disco/"
22. Disco Users Guide. "https://fluxicon.com/disco/files/Disco-User-Guide.pdf"
23. Protégé App. "http://protege.cim3.net"
24. Han J, Kamber M, Pei J. Data Mining: Concepts and Techniques. [3rd Ed] The Morgan Kaufmann Series in Data Management Systems, Morgan Kaufmann Publishers, July 2011. ISBN 978-0123814791.
25. Liu B. CS 583 Lecture Data Mining and text mining SEO 931 Department of Computer Science, University of Illinois at Chicago (UIC) Internet: http://www.cs.uic.edu/~liub/teach/cs583-fall-05/cs583.html, Aug. 20, 2005. Accessed [Feb. 18, 2014]
26. SWRL: A Semantic Web Rule Language "http://www.w3.org/Submission/2004/SUBM-SWRL-20040521/"