Finding and reusing learning materials with multimedia similarity search and social networks

Technology, Pedagogy and Education

Volumn 21, Issue 2, 2012, Pages 255-271

  Little, Suzanne ^a   Ferguson, Rebecca ^a   Rüger, Stefan ^a  

^a OPEN UNIVERSITY   (United Kingdom)

Author keywords

Multimedia Information Retrieval; Social Web; SocialLearn

Indexed keywords

EID: 84863976113     PISSN: 1475939X     EISSN: 17475139     Source Type: Journal    
DOI: 10.1080/1475939X.2012.698378     Document Type: Article

References (37)

1. Ah-Pine, J., Renders, J.M. and Viaud, M.L. 2011. A continuum between browsing and query-based search for user-centered multimedia information access. Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, Lecture Notes in Computer Science, 6535: 111-123.
2. Arndt, R., Troncy, R., Staab, S., Hardman, L., & Vacura, M. (2007, November). COMM: Designing a well-founded multimedia ontology for the Web. Paper presented at 6th International Semantic Web Conference, Busan, Korea.
3. Bauman, Z. 2001. The individualized society, Cambridge: Polity.
4. Bay, H., Tuytelaars, T., & Van Gool, L. (2006, May). SURF: Speeded up robust features. Paper presented at European Conference on Computer Vision, Graz, Austria.
5. Berners-Lee, T., Hendler, J. and Lassila, O. 2001. The semantic web. Scientific American, 284(5): 34-43.
6. Bizer, C., Heath, T. and Berners-Lee, T. 2009. Linked data-The story so far. International Journal on Semantic Web and Information Systems, 5(3): 1-22.
7. Bowker, G.C. and Star, L.S. 1999. Sorting things out: Classification and its consequences, Cambridge, MA: MIT Press.
8. Buckingham Shum, S., & Deakin Crick, R. (2012, April-May). Learning dispositions and transferable competencies: Pedagogy, modelling and learning analytics. Paper presented at 2nd International Conference on Learning Analytics & Knowledge, Vancouver, BC.
9. Datta, R., Joshi, D., Li, J. and Wang, J.Z. 2008. Image retrieval: Ideas, influences, and trends of the new age. ACM Computing Surveys, 40(2): 1-60.
10. Deakin Crick, R. 2009. Pedagogical challenges for personalisation: Integrating the personal with the public through context-driven enquiry. Curriculum Journal, 20: 185-306.
11. Ferguson, R. & Buckingham Shum, S. (2012). Towards a social learning space for open educational resources. In: A. Okada, T. Connolly, and P. Scott (Eds.) Collaborative Learning 2.0: Open Educational Resources (pp. 309-327). Hershey, PA: IGI Global.
12. Fontana, L. 1997. "Online learning communities: Implications for the social studies". In Interactive technologies and the social studies: Emerging issues and applications, Edited by: Martorella, P.H. 1-26. Albany, NY: The State University of New York Press.
13. Hunter, J. (2001, July-August). Adding multimedia to the semantic web-Building an MPEG-7 ontology. Paper presented at 1st International Semantic Web Working Symposium, Stanford, CA.
14. IEEE Standard for Learning Object Metadata, IEEE Std 1484.12.1-2002, vol., no., pp. -32, 2002. doi: 10.1109/IEEESTD.2002.94128
15. Juan, L. and Gwun, O. 2010. A comparison of SIFT, PCA-SIFT and SURF. International Journal of Image Processing, 3(5): 143-152.
16. Ke, Y., Sukthankar, R., & Huston, L. (2004, October). Efficient near-duplicate detection and sub-image retrieval. Paper presented at ACM Multimedia, New York, NY.
17. Lew, M.S., Sebe, N., Djeraba, C. and Jain, R. 2006. Content-based multimedia information retrieval: State of the art and challenges. ACM Transactions on Multimedia Computing, Communications and Applications, 2: 1-19.
18. Liu, H., Little, S. and Rüger, S. 2011. "Multimedia: Behaviour, interfaces and interaction". In Introduction to interactive information seeking and retrieval, Edited by: Ruthven, I. and Kelly, D. 221-234. London: Facet.
19. Liu, H., Macintyre, R., & Ferguson, R. (2012, April-May). Exploring qualitative analytics for e-mentoring relationships building in an online social learning environment. Paper presented at 2nd International Conference on Learning Analytics & Knowledge, Vancouver, BC.
20. Lowe, D. 2004. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60(2): 91-110.
21. Marchionini, G. 2006. Exploratory search: From finding to understanding. Communications of the ACM, 49(4): 41-46.
22. McLoughlin, C. and Lee, M.J.W. 2010. Personalised and self regulated learning in the Web 2.0 era: International exemplars of innovative pedagogy using social software. Australasian Journal of Educational Technology, 26: 28-43.
23. Meng, Y., Chang, E., & Li, B. (2003, June). Enhancing DPF for near-replica image recognition. Paper presented at IEEE Conference on Computer Vision and Pattern Recognition, Madison, WI.
24. Neumüller, M. (2002). Because I seek an image, not a book. In S. Reich, M.M. Tzagarakis, & P.M.E De Bra (Eds.), Hypermedia: Openness, structural awareness, and adaptivity (pp. 167-170). Berlin: Springer.
25. Niemann, K., Schwertel, U., Mikroyannidis, A., Fisichella, M., Friedrich, M., Dicerto, M., et al. (2010, September). Skill-based scouting of open management content. Paper presented at Fifth European Conference on Technology Enhanced Learning (EC-TEL), Barcelona, Spain.
26. Nister, D., & Stewenius, H. (2006, June). Scalable recognition with a vocabulary tree. Paper presented at IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, NY.
27. Pickering, M. and Rüger, S. 2003. Evaluation of key-frame based retrieval techniques for video. Computer Vision and Image Understanding, 92(1): 217-235.
28. Rieber, L.P. 1996. "Microworlds". In Handbook of research on educational communications and technology, 2nd ed., Edited by: Jonassen, D.H. 583-603. New York, NY: Simon and Schuster Macmillan.
29. Rüger, S. 2010. Multimedia information retrieval, San Rafael, CA: Morgan & Claypool.
30. Sande, K. van de, Gevers, T. and Snoek, C. 2009. Evaluating color descriptors for object and scene recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32: 1-33.
31. Schwier, R. (2011). Connections: Virtual learning communities. Retrieved fromhttp://edmac.usask.ca/rick/ebookflyer
32. Seely Brown, J. and Adler, R.P. 2008. Minds on fire: Open education, the long tail, and learning 2.0. EDUCAUSE Review, 43: 16-32.
33. Smeulders, A., Worring, M., Santini, S., Gupta, A. and Jain, R. 2000. Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22: 1349-1380.
34. Subrahmanian, V.S. and Jajodia, S. 1996. Multimedia database systems, New York, NY: Springer.
35. Troncy, R., Celma, O., Little, S., Garcia, R., & Tsinaraki, C. (2007, December). MPEG-7 based multimedia ontologies: Interoperability support or interoperability issue? Paper presented at Workshop on Multimedia Annotation and Retrieval Enabled by Shared Ontologies (SAMT), Genoa, Italy.
36. Weller, M. (2008). The SocialLearn project. Blog post retrieved fromhttp://bit.ly/1dVwQ6.
37. Wiley, D. (2007). On the sustainability of open educational resource initiatives in higher education. OECD Centre for Educational Research and Innovation. Retrieved fromhttp://www.oecd.org/dataoecd/33/9/38645447.pdf