Challenges encountered in creating personalised learning activities to suit students learning preferences

O'Donnell, E. and Sharp, M. and Wade, V. and O'Donnell, L. (2013) Challenges encountered in creating personalised learning activities to suit students learning preferences. In: Learning Management Systems and Instructional Design: Best Practices in Online Education. IGI Global, pp. 263-287. ISBN 9781466639300 (ISBN)

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This book chapter reviews some of the challenges encountered by educators in creating personalised e-learning activities to suit students learning preferences. Technology-enhanced learning (TEL) alternatively known as e-learning has not yet reached its full potential in higher education. There are still many potential uses as yet undiscovered and other discovered uses which are not yet realisable by many educators. TEL is still predominantly used for e-dissemination and e-administration. This chapter reviews the potential use of TEL to provide personalised learning activities to suit individual students learning preferences. In particular the challenges encountered by educators when trying to implement personalised learning activities based on individual students learning preferences. © 2013, IGI Global.

Item Type: Book Section
Additional Information: Cited By :1; Export Date: 23 February 2015; Correspondence Address: Knowledge and Data Engineering Group, School of Computer Science and Statistics, College of Engineering, Trinity College DublinIreland; References: Agosti, M., Crivellari, F., Di Nunzio, G., Gabrielli, S., Understanding user requirements and preferences for a digital library web portal (2010) International Journal on Digital Libraries, 11 (4), pp. 225-238. , doi:10.1007/s00799-011-0075-7; Arapi, P., Moumoutzis, N., Mylonakis, M., Christodoulakis, S., A pedagogy-driven personalization framework to support adaptive learning experiences (2007) Proceedings of the IEEE International Conference on Advanced Learning Technologies (ICALT 2007), , Niigata, Japan; Armani, J., Videt: A visual authoring tool for adaptive websites tailored to non-programmer teachers (2005) Journal of Educational Technology & Society, 8 (3), pp. 36-52; Armstrong, K.J., Weidner, T.G., Preferences for and barriers to formal and informal athletic training continuing education activities (2011) Journal of Athletic Training, 46 (6), pp. 680-687. , PMID:22488195; Arora, A., Raisinghani, M., Thompson, L., Leseane, R., Personality scales and learning styles: Pedagogy for creating an adaptive webbased learning system (2011) International Journal of Online Pedagogy and Course Design, 1 (1), pp. 29-49. , doi:10.4018/ijopcd.2011010103; Bajraktarevic, N., Hall, W., Fullick, P., Incorporating learning styles in hypermedia environments: Empirical evaluation (2003) Proceedings of the Workshop on Adaptive Hypermedia and Adaptive Web-Based Systems, , May 20, 2003, Budapest, Hungary; Bennet, A., Bennet, D., E-learning as energetic learning (2008) The Journal of Information and Knowledge Management Systems, 38 (2), pp. 206-220; Bovey, N.S., Dunand, N., Seamless production of interoperable e-learning units: Stakes and pitfalls (2006) Proceedings of the Workshop Learning Networks for Lifelong Competence Development, , Sofia, Bulgaria; Brusilovsky, P., Developing adaptive educational hypermedia systems: From design models to authoring tools (2003) Authoring Tools for Advanced Technology Learning Environments, pp. 377-410. , In Murray, T., Blessing, S., & Ainsworth, S. (Eds.), Dordrecht, Germany: Kluwer Academic Publishers; Brusilovsky, P., Knowledge tree: A distributed architecture for adaptive e-learning (2004) Paper Presented at the International World Wide Web Conference - Proceedings of the 13th International Www Conference - Session, , Adaptive e-learning systems, New York; Brusilovsky, P., Millan, E., User models for adaptive hypermedia and adaptive educational systems (2007) The Adaptive Web, , In Brusilovsky, P., Kobsa, A., & Nejdl, W. (Eds.), Berlin, Germany: Springer. doi:10.1007/978-3-540-72079-9_1; Brusilovsky, P., Sosnovsky, S., Lee, D., Yudelson, M., Zadorozhny, V., Zhou, X., An open integrated exploratorium for database courses (2008) Proceedings of the ITiCSE '08, , June 30-July 2, Madrid Spain; Burgos, D., Tattersall, C., Koper, R., Representing adaptive e-learning strategies in ims learning design (2006) Proceedings of the Workshop on Learning Networks for Lifelong Competence Development, , Sofia, Bulgaria; Burgos, D., Tattersall, C., Koper, R., How to represent adaptation in elearning with ims learning design (2007) Interactive Learning Environments, 15 (2), pp. 161-170. , doi:10.1080/10494820701343736; Capauno, N., Miranda, S., Ritrovato, P., Creation and delivery of complex learning experiences: The elegi approach (2009) Proceedings of the Internation Conference on Complex, Intelligent and Software Intensive Systems, , Fukuoka, Japan; Carlson, J., Jesseman, D., Have we asked them yet? Graduate student preferences for web-Enhanced learning (2011) Quarterly Review of Distance Education, 12 (2), pp. 125-134; Chang, C.-Y., Chang, Y.-H., College science students' perception gaps in preferred-actual learning environment in a reformed introductory earth science course in taiwan (2010) Journal of Geography in Higher Education, 34 (2), pp. 187-203. , doi:10.1080/03098260903208269; Chatti, M.A., Jarke, M., Specht, M., The 3P learning model (2010) Journal of Educational Technology & Society, 13 (4), pp. 74-85; Chen, C.-M., Ontology-based concept map for planning a personalised learning path (2009) British Journal of Educational Technology, 40 (6), pp. 1028-1058. , doi:10.1111/j.1467-8535.2008.00892.x; Chen, S.Y., Xiaohui, L., Mining students' learning patterns and performance in webbased instruction: A cognitive style approach (2011) Interactive Learning Environments, 19 (2), pp. 179-192. , doi:10.1080/10494820802667256; Cheung, K., Lam, J., Szeto, R., Yau, J., Exploring a pedagogy-driven approach to ecourses development (2008) Proceedings of the 2008 IEEE International Workshop on Education Technology and Training & 2008 International Workshop on Geoscience and Remote Sensing; Chiu, B., Yu, Y., Promoting the use of information technology in education via lightweight authoring tools (2002) Proceedings of the International Conference on Computers in Education (ICCE '02), , Auckland, New Zealand; Clayton, K., Blumberg, F., Auld, D.P., The relationship between motivation, learning strategies and choice of environment whether traditional or including an online component (2010) British Journal of Educational Technology, 41 (3), pp. 349-364. , doi:10.1111/j.1467-8535.2009.00993.x; Clewley, N., Chen, S.Y., Liu, X., Mining learning preferences in web-based instruction: Holists vs. Serialists (2011) Journal of Educational Technology & Society, 14 (4), pp. 266-277; Crawford, M., Earley, P., Personalised leadership development? Lessons from the pilot npqh in england (2011) Educational Review, 63 (1), pp. 105-118. , doi:10.1080/00131911.2010.517606; de Bra, P., Aroyo, L., Cristea, A., Adaptive web-based educational hypermedia (2004) Web Dynamics, Adaptive to Change in Content, Size, Topology and Use, pp. 387-410. , In Levene, M., & Poulovassilis, A. (Eds.), Springer; Doumas, D.M., Kane, C.M., Navarro, T.B., Roman, J., Decreasing heavy drinking in first-year students: Evaluation of a web-based personalized feedback program administered during orientation (2011) Journal of College Counseling, 14 (1), pp. 5-20. , doi:10.1002/j.2161-1882.2011.tb00060.x; Dunn, R., Craig, M., Favre, L., Markus, D., Pedota, P., Sookdeo, G., No light at the end of tunnel vision: Steps for improving lesson plans (2010) Clearing House (Menasha, Wis.), 83 (5), pp. 194-206. , doi:10.1080/00098650903507460; Eirinaki, M., Vazirgiannis, M., Web mining for web personalization (2003) ACM Transactions on Internet Technology, 3 (1), pp. 1-27. , doi:10.1145/643477.643478; El-Bishouty, M.M., Ogata, H., Rahman, S., Yano, Y., Social knowledge awareness map for computer supported ubiquitous learning environment (2010) Journal of Educational Technology & Society, 13 (4), pp. 27-37; Glahn, C., Steiner, C., De Bra, P., Docq, F., O'Donnell, E., (2010) GRAPPLE (generic Responsive Adaptive Personalized Learning Environment): Second Documentation and Training for GRAPPLE Users, ,, Retrieved October, 2010, from; Glahn, C., Steiner, C., de Bra, P., Docq, F., O'Donnell, E., Verpoorten, D., (2011) GRAPPLE (generic Responsive Adaptive Personalized Learning Environment): Second Empirical Evaluation in Academic Settings, pp. 1-249. ,; Glahn, C., Steiner, C., Verpoorten, D., Docq, F., Mazzola, L., (2010) GRAPPLE (generic Responsive Adaptive Personalized Learning Environment): First Empirical Evaluation in Higher Education Settings, , Evaluation; Griffiths, D., Beauvoir, P., Liber, O., Barrett-Baxendale, M., From reload to recourse: Learning from ims learning design implementations (2009) Distance Education, 30 (2), pp. 201-222. , doi:10.1080/01587910903023199; Griffiths, D., Blat, J., The role of teachers in editing and authoring units of learning using ims learning design (2005) Advanced Technology for Learning, 2 (4), pp. 1-9; Hsu, Y., Lin, H., Ching, Y., Dwyer, F., The effects of web-based instruction navigation modes on undergraduates' learning outcomes (2009) Journal of Educational Technology & Society, 12 (1), pp. 271-284; Hwang, G., Chu, H., Shih, J., Huang, S., Tsai, C., A decision-tree-oriented guidance mechanism for conducting nature science observation activities in a context-aware ubiquitous learning environment (2010) Journal of Educational Technology & Society, 13 (2), pp. 53-64; Jones, A., The learning and support preferences of older adults with information and communication technologies (2011) International Journal of Technology. Knowledge in Society, 7 (1), pp. 149-164; Knauf, R., Sakurai, Y., Takada, K., Tsuruta, S., Personalised learning processes by data mining (2010) Proceedings of the 10th IEEE International Conference on Advanced Learning Technologies (ICALT 2010), , Sousse, Tunisia; Kolb, D., Learning places: Building dwelling thinking online (2000) Journal of Philosophy of Education, 34 (1), p. 121. , doi:10.1111/1467-9752.00160; Kritikou, Y., Stavroulaki, V., Darra, E., Demestichas, P., A scheme for learning user preferences: Enabling personalisation in cognitive wireless systems (2009) Proceedings of the VTC, , Barcelona, Spain; Kumar, V., Innovations in e-pedagogy (2007) Proceedings of the Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007), , Niigata, Japan; Lee, M.-H., Chang, C.-Y., Tsai, C.-C., Exploring taiwanese high school students' perceptions of and preferences for teacher authority in the earth science classroom with relation to their attitudes and achievement (2009) International Journal of Science Education, 31 (13), pp. 1811-1830. , doi:10.1080/09500690802308654; Liang, Y., Zhao, Z., Zeng, Q., Mining user's interest from reading behavior in e-learning system (2007) Proceedings of the Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, , Qingdao, China; Littlejohn, A., Key issues in the design and delivery of technology-enhanced learning (2009) Handbook of Research on Learning on Learning Design and Learning Objects: Issues, Applications, and Technologies, pp. 1-1018. , In Lockyer, L., Bennett, S., Agostinho, S., & Harper, B. (Eds.), Hershey, PA: IGI Global; Liu, M., Yu, P., Aberrant learning achievement detection based on person-fit statistics in personalized e-learning systems (2011) Journal of Educational Technology & Society, 14 (1), pp. 107-120; Lucas, G.M., Initiating student-teacher contact via personalized responses to oneminute papers (2010) College Teaching, 58 (2), pp. 39-42. , doi:10.1080/87567550903245631; Luik, P., Would boys and girls benefit from gender-specific educational software? (2011) British Journal of Educational Technology, 42 (1), pp. 128-144. , doi:10.1111/j.1467-8535.2009.01005.x; McGinnis, T., Bustard, D., Black, M., Charles, D., Enhancing e-learning engagement using design patterns from computer games (2008) Proceedings of the First International Conference on Advances in Computer-Human Interaction, , Sainte Luce, Martinique; McLoughlin, C., Creating partnerships for generative learning and systemic change: Redefining academic roles and rleationships in support of learning (2000) The International Journal for Academic Development, 5 (2), pp. 116-128. , doi:10.1080/13601440050200725; McQueen, H., Webber, J., What is very important to learning? A student perspective on a model of teaching and learning (2009) Journal of Further and Higher Education, 33 (3), pp. 241-253. , doi:10.1080/03098770903026164; Mulryan-Kyne, C., Teaching large classes at college and university level: Challenges and opportunities (2010) Teaching in Higher Education, 15 (2), pp. 175-185. , doi:10.1080/13562511003620001; Muñoz-Merino, P., Kloos, C., Muñoz-Organero, M., Wolpers, M., Friedrich, M., An approach for the personalization of exercises based on contextualized attention metadata and semantic web technologies (2010) Proceedings of the 10th IEEE International Conference on Advanced Learning Technologies, , Athens, Greece; O' Donnell, E., Sharp, M., Students' views of e-learning: The impact of technology on learning in higher education in ireland (2012) Student Reactions to Learning with Technologies: Perceptions and Outcomes, , In K. Moyle and G. Wijngaards (Eds.), Hershey, PA: Information Science Reference; O'Donnell, E., (2008) Can E-learning Be Used to Further Improve the Learning Experience to Better Prepare Students for Work in Industry, ,, Saarbrucken, Germany, Lambert Academic Publishing. Retrieved from; Ocak, M., Why are faculty members not teaching blended courses? Insights from faculty members (2010) Computers & Education, , doi: doi:10.1016/j.compedu.2010.10.011; Paireekreng, W., Wong, K.W., Mobile content personalisation using intelligent user profile approach (2010) Proceedings of the Third International Conference on Knowledge Discovery and Data Mining; Pange, A., Pange, J., Is e-Learning based on learning theories? A literature review (2011) World academy of science Engineering & Technology, 80, pp. 62-66; Parrish, P.E., Aesthetic principles for instructional design (2009) Educational Technology Research and Development, 57, pp. 511-528. , doi:10.1007/s11423-007-9060-7; Pitts, J., Identifying and using a teacherfriendly learning-styles instrument (2009) Clearing House (Menasha, Wis.), 82 (5), pp. 225-232. , doi:10.3200/TCHS.82.5.225-232; Prajapati, B., Dunne, M., Bartlett, H., Cubbidge, R., The influence of learning styles, enrolment status and gender on academic performance of optometry undergraduates (2011) Ophthalmic & Physiological Optics, 31 (1), pp. 69-78. , doi:10.1111/j.1475-1313.2010.00798.xPMID:21054471; Saeed, N., Yun, Y., Sinnappan, S., Emerging web technologies in higher education: A case of incorporating blogs, podcasts and social bookmarks in a web programming course based on students' learning styles and technology preferences (2009) Journal of Educational Technology & Society, 12 (4), pp. 98-109; Schoppek, W., Tulis, M., Enhancing arithmetic and word-problem solving skills efficiently by individualized computer-assisted practice (2010) The Journal of Educational Research, 103 (4), pp. 239-252. , doi:10.1080/00220670903382962; Shishehchi, S., Banihashem, S.Y., Zin, N.A.M., Noah, S.A.M., Ontological approach in knowledge based recommender system to develop the quality of e-learning system (2012) Australian Journal of Basic & Applied Sciences, 6 (2), pp. 115-123; Smyth, R., Enhancing learner-learner interaction using video communications in higher education: Implications from theorising about a new model (2011) British Journal of Educational Technology, 42 (1), pp. 113-127. , doi:10.1111/j.1467-8535.2009.00990.x; Steiner, C., Hillemann, E., Verpoorten, D., Kleinermann, F., Pekczynski, P., O'Donnell, E., (2010) GRAPPLE (generic Responsive Adaptive Personalized Learning Environment): Refinement and Improvement of Evaluation Guidelines, ,; Takata, K., Individualized additional instruction for calculus (2010) International Journal of Mathematical Education in Science and Technology, 41 (7), pp. 921-941. , doi:10.1080/0020739X.2010.493234; Talanquer, V., Novodvorsky, I., Tomanek, D., Factors influencing entering teacher candidates' preferences for instructional activities: A glimpse into their orientations towards teaching (2010) International Journal of Science Education, 32 (10), pp. 1389-1406. , doi: 10.1080/09500690903019572; Terregrossa, R., Englander, F., Englander, V., The impact of learning styles on achievement in principles of microeconomics: A natural experiment (2009) College Student Journal, 43 (2), pp. 400-410; Yalcinalp, S., Gulbahar, Y., Ontology and taxonomy design and development for personalised web-based learning systems (2010) British Journal of Educational Technology, 41 (6), pp. 883-896. , doi:10.1111/j.1467-8535.2009.01049.x; Yoo, S.J., Huang, W.-H.D., Comparison of web 2.0 technology acceptance level based on cultural differences (2011) Journal of Educational Technology & Society, 14 (4), pp. 241-252
Depositing User: National Forum
Date Deposited: 10 Dec 2015 08:43
Last Modified: 10 Dec 2015 08:45

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