Harnessing collective knowledge inherent in tag clouds

Journal of Computer Assisted Learning

Volumn 29, Issue 3, 2013, Pages 235-247

  Cress, U ^a   Held, C ^a  

^a KNOWLEDGE MEDIA RESEARCH CENTER   (Germany)

Author keywords

Co Evolution Model; Collective knowledge; Information foraging; Social software; Tag clouds; Web navigation

Indexed keywords

EID: 84875843647     PISSN: 02664909     EISSN: 13652729     Source Type: Journal    
DOI: 10.1111/j.1365-2729.2012.00491.x     Document Type: Article

References (50)

1. Anderson, J. R. (1983) A spreading activation theory of memory. Journal of Verbal Learning and Verbal Behavior, 22, 261-295.
2. Bateman, S., Gutwin, C., & Nacenta, M. (2008) Seeing things in the clouds: The effect of visual features on tag cloud selections. Proceedings of the Nineteenth ACM Conference on Hypertext and Hypermedia 2008, (pp. 193-202). New York: ACM Press New York.
3. Bischoff, K., Firan, C. S., Nejdl, W., & Paiu, R. (2010) Bridging the gap between tagging and querying vocabularies: Analyses and applications for enhancing multimedia IR Journal of Web Semantics, 8, 97-109. Retrieved 26/10/2011 from http://dx.doi.org/10.1016/j.websem.2010.04.004
4. Blackmon, M. H., Polson, P. G., Kitajima, M., & Lewis, C. (2002) Cognitive walkthrough for the web. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 463-470). New York: ACM Press.
5. Cattuto, C., Loreto, V., & Pietronero, L. (2007) Semiotic dynamics and collaborative tagging. PNAS, 104, 1461-1464.
6. Chi, E., & Mytkowicz, E. (2008) Understanding the efficiency of social tagging systems using information theory. Hypertext, 2008, 81-88.
7. Collins, A., & Loftus, E. (1975) A spreading activation theory of semantic processing. Psychological Review, 82, 407-428.
8. Cress, U. (in press) Mass collaboration and learning. In R. Luckin, P. Goodyear, B. Grabowski, S. Puntambekar, J. Underwood, & N. Winters (Eds.), Handbook on design in educational computing. London, Great Britain: Taylor and Francis.
9. Cress, U., & Kimmerle, J. (2008) A systemic and cognitive view on collaborative knowledge building with Wikis. International Journal of Computer-Supported Collaborative Learning, 3, 105-122.
10. Cress, U., & Knabel, O. (2003) Previews in hypertexts: Effects on navigation and knowledge acquisition. Journal of Computer-Assisted Learning, 19, 530-539.
11. Ericsson, K. A., & Simon, H. A. (1980) Verba reports as data. Psychological Review, 87, 215-251.
12. Farrell, W., Lau, T. A., & Nusser, S. (2007) Building communities with people-tags. Interact, 2, 357-360.
13. Fu, W. (2008) The microstructures of social tagging: A rational model. Proceedings of the ACM Conference on Computer Supported Cooperative Work (pp. 229-238). San Diego: ACM.
14. Fu, W., Kannampallil, T. G., & Kang, R. (2009) A semantic imitation model of social tag choices. Proceedings of the IEEE International Conference on Computational Science and Engineering (pp. 66-72). IEEE Computer Society, Los Alamitos.
15. Fu, W., & Pirolli, P. (2007) SNIF-ACT: A cognitive model of user navigation on the world wide web. Human-Computer Interaction, 22, 355-412.
16. Gibbons, F. X., & Buunk, B. P. (1999) Individual differences in social comparison: The development of a scale for social comparison orientation. Journal of Personality and Social Psychology, 76, 129-142.
17. Golder, S., & Huberman, B. A. (2006) Usage patterns of collaborative tagging systems. Journal of Information Science, 32, 198-208.
18. Hassan-Montero, Y., & Herrero-Solana, V. (2006) Improving tag-clouds as visual information retrieval interfaces. Proceedings of the I. International Conference on Multidisciplinary Information Sciences and Technologies, InSciT2006. Mérida, Spain. Retrieved from http://www.nosolousabilidad.com/hassan/improving_tagclouds.pdf
19. Held, C., Kimmerle, J., & Cress, U. (2012) Learning by foraging: The impact of individual knowledge and social tags on web navigation processes. Computers in Human Behavior, 28, 34-40.
20. Heymann, P., Koutrika, G., & Garcia-Molina, H. (2008) Can social bookmarking improve web search? In: First ACM International Conference on Web Search and Data Mining (WSDM'08). Stanford, CA.
21. Hong, L., Chi, E. H., Budiu, R., Pirolli, P.L., & Nelson, L. (2008) SparTag.us: A low cost tagging system for foraging of web content. Proceedings of 2008 International Working Conference on Advanced Visual Interfaces (AVI'08), 28-30; Naples; Italy.
22. John, A., & Seligmann, D. (2006) Collaborative tagging and expertise in the enterprise. In: Proceedings of WWW 2006 Collaborative Web Tagging Workshop. Retrieved 26/10/2011 from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.134.296&rep=rep1&type=pdf
23. Kimmerle, J., Cress, U., & Held, C. (2010a) The interplay between individual and collective knowledge: Technologies for organisational learning and knowledge building. Knowledge Management Research & Practice, 8, 33-44.
24. Kimmerle, J., Moskaliuk, J., Cress, U., & Thiel, A. (2011) A systems theoretical approach to online knowledge building. AI & Society: Journal of Knowledge, Culture and Communication, 26, 49-60.
25. Kimmerle, J., Moskaliuk, J., Harrer, A., & Cress, U. (2010b) Visualizing co-evolution of individual and collective knowledge. Information, Communication and Society, 130, 1099-1121.
26. Kruglanski, A. W., & Webster, D. M. (1996) Motivated closing of the mind: Seizing and freezing. Psychological Review, 103, 263-283.
27. Ley, T., Schweiger, S., & Seitlinger, P. (2011) Implicit and explicit memory in learning from social software: A dual-process account. In Towards Ubiquitous Learning - 6th European Conference of Technology Enhanced Learning, EC-TEL 2011 (pp, 449-454). Heidelberg, Dordrecht, London, New York: Springer.
28. Ley, T., & Seitlinger, P. (2011) Why people don't swarm: Evidence for a dual-process memory model in collaborative tagging. Proceedings of WebSci 2011. ACM-Press.
29. Luhmann, N. (1984) Soziale systeme. Grundriss einer allgemeinen theorie. Frankfurt am Main, Germany: Suhrkamp.
30. Luhmann, N. (1986) The autopoiesis of social systems. In F. Geyer, & J. Van der Zouwen (Eds.), Sociocybernetic paradoxes (pp. 172-192). London, UK: Sage.
31. Luhmann, N. (1990) Essays on self-reference. New York, NY and Oxford, UK: Columbia University Press.
32. Marlow, C., Naaman, M., Boyd, D., & Davis, M. (2006) HT06, tagging paper, taxonomy, Flickr, academic article, to read. In Proceedings of the 17th Conference on Hypertext and Hypermedia (pp. 31-40). New York: ACM.
33. Millen, D. R., Feinberg, J., & Kerr, B. (2006) Dogear: Social bookmarking in the enterprise. Proceedings of the CHI 2006 (pp. 111-210). Montréal, Canada.
34. Moskaliuk, J., Kimmerle, J., & Cress, U. (2009) Wiki-supported learning and knowledge building: Effects of incongruity between knowledge and information. Journal of Computer Assisted Learning, 25, 549-561.
35. Moskaliuk, J., Kimmerle, J., & Cress, U. (2012) Collaborative knowledge building with wikis: The impact of redundancy and polarity. Computers & Education, 58, 1049-1057.
36. Panke, S., & Gaiser, B. (2009) With my head up in the clouds. Social tagging for organizing knowledge. Journal of Business and Technical Communication, 23, 318-349.
37. Payne, J. W. (1994) Thinking aloud: Insights into information processing. Psychological Science, 5, 241-248.
38. Pirolli, P. (2007) Information foraging theory: Adaptive interaction with information. New York, NY: Oxford University Press.
39. Pirolli, P., & Card, S. K. (1999) Information foraging. Psychological Review, 106, 643-675.
40. Rader, E., & Wash, R. (2008) Influences on tag choices in del.icio.us. In Proceeding CSCW '08 Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work. Retrieved 26/10/2011 from http://www.rickwash.com/papers/167-rader.pdf
41. Rivadeneira, A. W., Gruen, D. M., Muller, M. J., & Millen, D. R. (2007) Getting our head in the clouds: Toward evaluation studies of tagclouds. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp.995-998). ACM Press, New York.
42. Russell, T. (2006) Cloudalicious: Folksonomy over time. In Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries. Chapel Hill, NC, USA.
43. Siersdorfer, S., & Sizov, S. (2009) Social recommender systems for Web 2.0 Folksonomies? Proceedings of the 20th ACM Conference on Hypertext and Hypermedia (pp. 261-269). New York: ACM Press.
44. Thom-Santelli, J., Muller, M., & Millen, D. (2008) Social tagging roles: Publishers, evangelists, leaders. Proceedings of CHI 2008. New York: ACM Press.
45. Trant, J. (2006) Exploring the potential for social tagging and folksonomy in art museums: Proof of concept. New Review of Hypermedia and Multimedia, 12, 83-105.
46. Trant, J. (2009) Studying social tagging and folksonomy: A review and framework. Journal of Digital Information, 10 Retrieved from http://journals.tdl.org/jodi/article/view/269/278
47. Vander Wal, T. (2005) Folksonomy Explanations Retrieved from http://www.vanderwal.net/random/entrysel.php?blog=1622
48. Vuorikari, R., & Koper, R. (2009) Tags and self-organisation in a multilingual educational context. In R. Vuorikari, H. Drachsler, N. Manouselis, & R. Koper (Eds.), Proceedings of the 3rd Workshop on Social Information Retrieval for Technology-Enhanced Learning 'SIRTEL09'. August, 21, 2009, Aachen, Germany: CEUR Workshop Proceedings. Retrieved from http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-535
49. Vuorikari, R., Ochoa, X., & Duval, E. (2007) Analysis of user behavior on multilingual tagging of learning resources. Proceedings of the 1st Workshop on Social Information Retrieval for Technology-Enhanced Learning & Exchange (pp. 6-17). Retrieved from http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-307/
50. Zhang, S., Farooq, U., & Carroll, J.M. (2009) Enhancing information scent: Identifying and recommending quality tags. Proceedings of the 2009 International ACM SIGGROUP Conference on Supporting Group Work, GROUP 2009 (pp. 1-10). New York: ACM.