Context-aware recommender for mobile learners

Human-centric Computing and Information Sciences

Volumn 4, Issue 1, 2014, Pages 1-34

  Benlamri, Rachid ^a   Zhang, Xiaoyun ^a  

^a LAKEHEAD UNIVERSITY   (Canada)

Author keywords

Context modeling and management; Mobile learning; Ontology design; Semantic web; Ubiquitous learning

Indexed keywords

E-LEARNING; ONTOLOGY; SEMANTIC WEB;

CONTEXT MODELING; MOBILE LEARNING; ONTOLOGY DESIGN; OPERATING ENVIRONMENT; REASONING MECHANISM; RESEARCH COMMUNITIES; SURROUNDING ENVIRONMENT; UBIQUITOUS LEARNING;

LEARNING SYSTEMS;

EID: 84941068017     PISSN: None     EISSN: 21921962     Source Type: Journal    
DOI: 10.1186/s13673-014-0012-z     Document Type: Article

References (61)

1. Teo CB, Gay RKL (2006) A knowledge-driven model to personalized e-Learning. ACM J Educ Resour Comput 6(1):39–53
2. Davies J, Lytras M, Sheth A (2007) Semantic web based knowledge management. IEEE Internet Comput 10:14–16
3. Zouaq A, Nkambou R (2010) A Survey of Domain Ontology Engineering: Methods and Tools. In: Nkambou, Bourdeau, and Mizoguchi (ed) Advances in Intelligent Tutoring Systems. Springer-Verlag, Berlin Heidelberg. pp 103–119
4. Wu J (2010) An Ontology-Based Context Awareness Approach in Autonomous Mobile Learning. In: Proc. of Int. Conference on e-Business and e-Government ICEE2010, Guangzhou, China
5. Henze N, Dolog P, Nejdl W (2004) Reasoning and ontologies for personalized e-Learning in the semantic web. Educ Technol Soc 7(4):82–97
6. Benlamri R, Berri J, Atif Y (2006) A Framework for ontology-aware instructional design and planning. J E-Learn Knowl Soc 2(1):83–96
7. Huang T, Cheng S, Huang W (2009) A blog article recommendation generating mechanism using an SBACPSO algorithm. Expert Syst Appl 36(7):10388–10396
8. Yu Z, Nakamura Y (2007) Ontology-based semantic recommendation for context-aware e-Learning. Proc. Int. Conf. Ubuquitous and Intelligence Computing - UIC’2007. Lecture Notes in Computer Science 4611:898–907
9. rd Int. Conference on Computer Communication and Informatics (ICCCI’2013), Chennai, India
10. Chia Y, Tsa FS, Tiong AW, Kanagasaba R (2011) Context-Aware Mobile Learning with a Semantic Service-Oriented Infrastructure. In: Proc. of 25th IEEE Int. Conference on Advanced Information Networking and Applications, Biopolis, Singapore
11. Hsu C, Hwang G, Chang C (2013) A personalized recommendation-based mobile learning approach to improving the reading performance of EFL students. Comput Educ 63(4):327–336
12. Weal MJ, Michaelides DT, Page K, de Roure DC, Monger E, Gobbi M (2012) Semantic annotation of ubiquitous learning environments. IEEE Trans Learn Technol 5(2):143–156
13. Dorn C, Dustdar S (2007) Sharing hierarchical context for mobile web services. Distr Parallel Databases 21(1):85–111
14. Bellavista P, Corradi A, Montanari R (2006) A mobile computing middleware for location and context aware Internet data services. ACM Trans Internet Technol 6(4):356–380
15. Wan N (2013) Conceptualizing m-learning literacy. Int J Mobile Blended Learn 5(1):1–20
16. McCalla G (2004) The ecological approach to the design of e-Learning environments: Purpose-based capture and use of information about learners. J Interact Media Educ 7:1–23
17. Mukherjee A, Saha D, Jha S (2003) Location management in mobile wireless networks. In: Handbook of Wireless Internet, Borko Furht Ed. Cat. No. 7006. CRC Press LLC, Florida, USA
18. Schilit B, Adams N, Want R (1994) Context-aware computing applications. In: Proc. of The IEEE Workshop on Mobile Computing Systems and Applications. IEEE Xplore, Santa Cruz, California, USA
19. Bu Y, Li J, Chen S, Tao X, Lv J (2005) An enhanced ontology based context model and fusion mechanism. Proc. Of the Int. Conf on embedded and ubiquitous computing. Lect Notes Comput Sci 3824:920–929
20. rd Int. Conf. Adaptive Hypermedia and Adaptive Web-based Systems, Netherlands
21. Jeremic AZ, Jovanovic J, Gasevic D (2013) Personal learning environments on the social Semantic Web. J Semantic Web 4(1):23–51
22. Baldoni M, Baroglio C, Henze N (2005) Personalization for the Semantic Web. Proc. of Reasoning Web Conf. Lect Notes Comput Sci 3564:173–212
23. Kay J (2008) Life-Long Learning, Learner Models and Augmented Cognition. Proc. Int. Conf. Intelligent Tutoring Systems. Lect Notes Comp Sci 5091:3–5
24. Niu WT, Kay J (2008) Pervasive personalization of location information: personalized context ontology. Proc. Int. Conf. Adaptive hypermedia and adaptive Web-based systems. Lect Notes Comp Sci 5149:143–152
25. Siorpaes K, Simperl E (2010) Human intelligence in the process of semantic content creation. World Wide Web J 13(2):33–59
26. Dagger D, Wade VP, Conlan O (2004) Developing active learning experiences for adaptive personalized eLearning. Proc. Of Int. Conf. Adaptive hypermedia and adaptive Web-based systems. Lect Notes Comp Sci 3137:55–64
27. Conlan O, Wade VP (2004) Evaluation of APeLS - an adaptive eLearning service based on the multi-model, metadata-driven approach. Proc. Of Int. Conf. Adaptive hypermedia and adaptive Web-based systems. Lect Notes Comp Sci 3137:291–295
28. th Int. Conference on Mobile Data Management, May 18–20, 2009, Taipei, Taiwan
29. Jimenez W, Vallina CPA, Gutierrez JMA, de Pablos PO, Gayo JEL (2013) Emergent Ontologies by Collaborative Tagging for Knowledge Management. In: de Pablos PO (ed) Advancing Information Management Through Semantic Web Concepts and Ontologies. IEEE Xplore, USA, pp 54–69
30. Zoua A, Ga D, Sevi C, Hatala M (2011) Towards open ontology learning and filtering. Inf Syst 36(7):1064–1081
31. Park J, Cho W, Rho S (2010) Evaluating ontology extraction tools using a comprehensive evaluation framework. Data Knowl Eng 69:1043–1061
32. Denaux R, Dolbear C, Hart G, Dimitrova V, Cohn AG (2011) Supporting domain experts to construct conceptual ontologies: a holistic approach. J Web Semantics 9(2):113–127
33. Dolog P, Nejdl W (2007) Semantic web technologies for the adaptive web: Methods and strategies of web personalization. In: The Adaptive Web. Lect Notes Comput Sci 4321:697–719
34. Jovanovic J, Gasevic D, Brooks C (2007) Using semantic web technologies to analyze learning content. IEEE Pervasive Comput 11(5):45–53
35. Krummenacher R, Kopecky J, Strang T (2005) Sharing context information in semantic spaces. Proc. Int. Workshop On the Move to Meaningful Internet Systems. Lect Notes Comp Sci 3762:229–232
36. th Int. Semantic Web Conference – ISWC’05. Lect Notes Comp Sci 3729:732–744
37. Mantyjarvi J, Seppanen T (2003) Adapting applications in handheld devices using fuzzy context information. Interact Comput 15(4):521–538
38. Pan JZ, Stoilos G (2005) f-SWRL: a fuzzy extension of SWRL. Journal on data semantics VI: special issue on emergent semantics. Lect Notes Comp Sci 3697:829–834
39. Tho QT, Hui SC, Fong ACM, Cao TH (2006) Automatic fuzzy ontology generation for semantic web. IEEE Trans Knowl Data Eng 18(6):842–856
40. Huang Y, Huang T, Wang K, Hwang W (2009) A Markov-based recommendation model for exploring the transfer of learning on the Web. Educ Technol Soc 12(2):144–162
41. Schmidt A (2008) Impact of Context Awareness on the Architecture of Learning Support Systems. In: Pahl C (ed) Architecture Solutions for e-Learning Systems. Idea Group Publishing, USA, pp 306–319
42. Hanaf HF, Samsudin K (2012) Mobile learning environment system (MLES): the case of android-based learning application on Undergraduates’ learning”. Int J Adv Comput Sci Appl 3(3):63–66
43. Hsu T, Ke H, Yang Y (2006) Knowledge-based mobile learning framework for museums. Electron Libr 24(5):635–648
44. Yarandi M, Jahankhani H, Tawi A (2012) An Ontology-based Adaptive Mobile Learning System Based on Learners’ Abilities. In: Proc. of the Global Engineering Education Conference. Marrakech, Morocco, pp 17–20
45. Benlamri R, Zhang X, Berri J (2007) Proactive mobile learning on the semantic web. In: Int. Workshop on Ubiquitous Computing WUC’07, Portugal
46. th IEEE Int. Workshop on Wireless, Mobile, and Ubiquitous Technology in Education WMUTE’06, IEEE Xplore, USA.
47. Kumar V, Merriman J, Thorne S (2002) What is the Open Knowledge Initiative? Eduworks Corporation white paper, September 20, 2002, http://mit.edu/oki
48. IMS Abstract Learning Framework white paper (2002) Revision July 31, 2002. http://www.imsglobal.org
49. Buttussi F, Chittaro L (2008) MOPET: A context-aware and user-adaptive wearable system for fitness training. Artif Intell Med 42(2):153–163
50. Ross TJ (2005) Fuzzy Logic with Engineering Applications, 2nd edn. John Willey and Sons Eds, New York.
51. Yang SJH (2008) Context aware ubiquitous learning environment for peer-to-peer collaborative learning. Educ Technol Soc 9(1):188–201
52. Benlamri R, Atif Y, Berri J (2008) An ontology-based approach for context-aware mobile learning. In: Advances in Ubiquitous Computing: Future Paradigms and Directions. Idea Group Publishing, USA, pp 23–44
53. CCPP (ᅟ) Composite Capabilities Preference Profiles (2007). W3C (World Wide Web Consortium) standard, http://www.w3.org/Mobile/CCPP/
54. Cooper F (2007) Adapting to Available Network Bandwidth. Intel Software Network, Mobilizing Applications, 28 February https://software.intel.com/en-us/articles/mobilizing-applications-adapting-to-available-network-bandwidth-code-sample
55. IEEE LOM (2002) IEEE Learning Object Metadata Standard. http://ltsc.ieee.org/wg12/20020612-Final-LOM-Draft.html
56. Derballa V, Pousttchi K (2004) Extending knowledge management to mobile workplaces. In: Proc. Sixth International Conference on Electronic Commerce. Delft, The Netherlands
57. nd Int. Conf. on Rules and Rule Markup Languages for the Semantic Web (RuleML’06), Georgia, USA, November 10–11, 2006
58. nd Int. Conf. On Web reasoning and rule systems. Lect Notes Comp Sci 5341:13–27
59. Mei J (2006) DatalogDL: datalog rules parameterized by description logics. Can Semantic Web Springer Series Semantic Web Beyond 2:171–187
60. Motik B, Sattler U, Studer R (2005) Query answering for OWL-DL with rules. J Web Semantics 3(1):41–60
61. Horrocks L, Boley PFH, Tabet S, Grosof B, Dean M (2004) SWRL: A semantic web rule language combining OWL and RuleML. W3C Member Submission, 21 May 2004, http://www.w3.org/Submission/SWRL/#2