Abstract
This work conducts a quantitative analysis of a number of Learning Object Repositories (LORs) of Learning Objects (LOs) in both English and Portuguese languages. The focus of this exercise is to understand how the contributors organize their metadata, the update frequency, and measurement upon LOR items such as: (i) the size distribution; (ii) growth rate, and; (iii) statistics about metadata completion, blank fields and LO types. We conclude our analysis with a discussion about the implications of our findings upon tasks such as LO search and recommendation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abdul Karim, A.H., Chaudhry, A.S., Khoo, C.S.: Learning objects application profile for granularity and reusability: integrating dublin core with IEEE-LOM. In: Proceedings of the 2007 International Conference on Dublin Core and Metadata Applications: Application Profiles: Theory and Practice, pp. 116–122. Dublin Core Metadata Initiative (2007)
Bell, R., Dravis, F.: Is you data dirty? and does that matter? accenture Whiter Paper (2006). http://www.accenture.com
Carini, R.M., Kuh, G.D., Klein, S.P.: Student engagement and student learning: testing the linkages*. Res. High. Educ. 47(1), 1–32 (2006)
de Carvalho, M.G., Laender, A.H.F., Gonçalves, M.A., da Silva, A.S.: A genetic programming approach to record deduplication. IEEE Trans. Knowl. Data Eng. 24(3), 399–412 (2012). http://doi.ieeecomputersociety.org/10.1109/TKDE.2010.234
Cervone, H.F.: Digital learning object repositories. OCLC Syst. Serv. Int. Digital Libr. Perspect. 28(1), 14–16 (2012)
Dede, C., Richards, J.: Digital Teaching Platforms: Customizing Classroom Learning for Each Student. Teachers College Press, New York (2012)
Dekkers, M., Weibel, S.: State of the dublin core metadata initiative, April 2003. D-Lib Mag. 9(4), 1082–9873 (2003)
Hodgins, W., Weibel, S.: Memorandum of understanding between the dublin core metadata initiative and the IEEE learning technology standards committee (2000)
Koster, A., Primo, T.T., Koch, F.L., Oliveira, A., Chung, H.: Towards a educator-centred digital teaching platform: the ground conditions for a data-driven approach. In: Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies (ICALT 2015) (2015)
Lehman, R.: Learning object repositories. New Dir. Adult Continuing Educ. 2007(113), 57–66 (2007)
McClelland, M.: Metadata standards for educational resources. Computer 36(11), 107–109 (2003)
McGreal, R.: Online Education Using Learning Objects. Psychology Press, London (2004)
McGreal, R.: A typology of learning object repositories. In: Adelsberger, H.H., Kinshuk, Pawlowski, J.M., Sampson, D.G. (eds.) Handbook on Information Technologies for Education and Training, pp. 5–28. Springer, Heidelberg (2008)
Mohan, P.: Learning object repositories. In: Informing Science and IT Education Joint Conference (2005)
Najjar, J., Duval, E., Ternier, S., Neven, F.: Towards interoperable learning object repositories: the ariadne experience. In: ICWI, pp. 219–226 (2003)
Ochoa, X., Duval, E.: Quantitative analysis of learning object repositories. IEEE Trans. Learn. Technol. 2(3), 226–238 (2009)
Ochoa, X., Klerkx, J., Vandeputte, B., Duval, E.: On the use of learning object metadata: the GLOBE experience. In: Kloos, C.D., Gillet, D., Crespo García, R.M., Wild, F., Wolpers, M. (eds.) EC-TEL 2011. LNCS, vol. 6964, pp. 271–284. Springer, Heidelberg (2011)
Primo, T.T., Vicari, R.M.: A recommender system that allows reasoning and interoperability over educational content metadata. In: 2011 11th IEEE International Conference on Advanced Learning Technologies (ICALT), pp. 598–599. IEEE (2011)
Sampson, D.G., Zervas, P.: Learning object repositories as knowledge management systems. Knowl. Manage. E-Learn. Int. J. (KM&EL) 5(2), 117–136 (2013)
Viccari, R., Gluz, J., Passerino, L., Santos, E., Primo, T., Rossi, L., Roesler, V.: The OBAA proposal for learning objects supported by agents. In: Proceedings of MASEIE Workshop-AAMAS (2010)
Wheatley, M.: Operation clean data. CIO Asia Magazine, August 2004. http://www.cio-asia.com
Wiley, D.A.: Instructional use of learning objects. Agency for Instructional Technology (2001)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
da Costa Carvalho, A.L. et al. (2016). A Quantitative Analysis of Learning Objects and Their Metadata in Web Repositories. In: Koch, F., Koster, A., Primo, T. (eds) Social Computing in Digital Education. SOCIALEDU 2015. Communications in Computer and Information Science, vol 606. Springer, Cham. https://doi.org/10.1007/978-3-319-39672-9_5
Download citation
DOI: https://doi.org/10.1007/978-3-319-39672-9_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-39671-2
Online ISBN: 978-3-319-39672-9
eBook Packages: Computer ScienceComputer Science (R0)