SmallWorlds: Visualizing social recommendations

Computer Graphics Forum

Volumn 29, Issue 3, 2010, Pages 833-842

  Gretarsson, Brynjar ^a   O'Donovan, John ^a   Bostandjiev, Svetlin ^a   Hall, Christopher ^a   Höllerer, Tobias ^a  

^a University of California   (United States)

Author keywords

H.3.3 Information Interfaces and Presentation : Information Storage and Retrieval Information Search and Retrieval

Indexed keywords

DISTRIBUTED COMPUTER SYSTEMS; GRAPHIC METHODS;

COLLABORATIVE ANALYSIS; GRAPH-BASED; INFORMATION STORAGE AND RETRIEVAL; PREDICTION TECHNIQUES; PREFERENCE DATA; SMALL WORLDS; TEXT-BASED INTERFACES; WEALTH OF INFORMATION;

DIGITAL STORAGE;

EID: 77955722387     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/j.1467-8659.2009.01679.x     Document Type: Article

References (34)

1. Batagelj V., Mrvar A. : Pajek - program for large network analysis. Connections 21 (1998 47 57. 2
2. Burke R., Mobasher B., Zabicki R., Bhaumik R. : Identifying attack models for secure recommendation. In Beyond Personalisation Workshop at the International Conferece on Intelligent User Interfaces (San Deigo, USA, 2005 ACM Press, pp. 347 361. 2
3. Cytoscape : Cytoscape Bioinformatics Appilcation. Proprietary online application (nsf/nih funded), Cytoscape Consortium. available at http://www.cytoscape.org/. 2
4. Danis C. M., Viegas F. B., Wattenberg M., Kriss J. : Your place or mine?: visualization as a community component. In CHI '08: Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems (New York, NY, USA, 2008 ACM, pp. 275 284. 2
5. Dwyer T. : Scalable, versatile and simple constrained graph layout. Comput. Graph. Forum 28, 3 (2009 991 998. 5
6. Facebook : Facebook growth statistics for 2009. Press release, San Jose, CA. Feb 2009. available at http://www.facebook.com/press/info.php?statistics. 1, 3
7. Fruchterman T. M. J., Reingold E. M. : Graph drawing by force-directed placement. Softw. Pract. Exper. 21, 11 (1991 1129 1164. 4
8. Gretarsson B., Bostandjiev S., O'Donovan J., Höllerer T. : Wigis: A scalable framework for web-based interactive graph visualizations. In GD'09: Proceedings of the International Symposium on Graph Drawing (2009). 2, 5
9. Goldberg K., Roeder T., Gupta D., Perkins C. : Eigentaste: A constant time collaborative filtering algorithm. Information Retrieval 4, 2 (2001 133 151. 2
10. GroupLens : Movielens quickpick recommender system. http://www.movielens. org/quickpick, 2009. 9
11. Heer J., Boyd D. : Vizster: Visualizing online social networks. In INFOVIS '05: Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization (Washington, DC, USA, 2005 IEEE Computer Society, p. 5. 2
12. Herlocker J. L., Konstan J. A., Riedl J. : Explaining collaborative filtering recommendations. In Proceedings of ACM CSCW'00 Conference on Computer-Supported Cooperative Work (2000 pp. 241 250. 1, 2, 8.
13. Karypis G. : Evaluation of item-based top-n recommendation algorithms. In Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA (2001 pp. 247 254. 2
14. Lee B., Parr C. S., Plaisant C., Bederson B. B., Veksler V. D., Gray W. D., Kotfila C. : Treeplus: Interactive exploration of networks with enhanced tree layouts. IEEE Transactions on Visualization and Computer Graphics 12, 6 (November 2006 1414 1426. 2
15. Miller B. N., Albert I., Lam S. K., Konstan J. A., Riedl J. : Movielens unplugged: experiences with an occasionally connected recommender system. In IUI '03: Proceedings of the 8th international conference on Intelligent user interfaces (New York, NY, USA, 2003 ACM Press, pp. 263 266. 6, 8
16. Middleton S. E. : Exploiting synergy between ontologies and recommender systems, semantic web workshop 2002 hawaii, USA, 2002. 2
17. Milgram S. : The small world problem. Psychology Today, 2 (1967 60 67. 1,2.
18. McNee S. M., Kapoor N., Konstan J. A. : Don't look stupid: avoiding pitfalls when recommending research papers. In CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work (New York, NY, USA, 2006 ACM Press, pp. 171 180. 2
19. Melville P., Mooney R., Nagarajan R. : Content-boosted collaborative filtering. In In Proceedings of the Eighteenth National Conference on Artificial Intelligence (2002). 2
20. O'Donovan J., Smyth B., Gretarsson B., Bostandjiev S., Höllerer T. : Peerchooser: visual interactive recommendation. In CHI '08: Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems (New York, NY, USA, 2008 ACM, pp. 1085 1088. 2
21. O'Sullivan D., Wilson D. C., Smyth B. : Improving case-based recommendation: A collaborative filtering approach. In Proceedings of the Sixth European Conference on Case Based Reasoning 2002 pp. LNAI 2416, p. 278 ff. 2
22. Resnick P., Iacovou N., Suchak M., Bergstrom P., Riedl J. : Grouplens: An open architecture for collaborative filtering of netnews. In Proceedings of ACM CSCW'94 Conference on Computer-Supported Cooperative Work (1994 pp. 175 186. 1, 2, 4, 8.
23. Shneiderman B. : The eyes have it: A task by data type taxonomy for information visualizations, 1996. 2, 6
24. Sarwar B. M., Karypis G., Konstan J. A., Reidl J. : Item-based collaborative filtering recommendation algorithms. In World Wide Web (2001 pp. 285 295. 2
25. Shiozawa H., Matsushita Y. : Www visualization giving meanings to interactive manipulations. In HCI (2)'97. 2
26. Shardanand U., Maes P. : Social information filtering: Algorithms for automating "word of mouth In Proceedings of ACM CHI '95 Conference on Human Factors in Computing Systems (1995 vol. 1 of Papers: Using the Information of Others, pp. 210 217. 2
27. Shannon P., Markiel A., Ozier O., Baliga N. S., Wang J. T., Ramage D., Amin N., Schwikowski B., Ideker T. : Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13, 11 (November 2003 2498 2504. 2
28. Software T. S. : Tom sawyer visualization, 2009. 2
29. Trethewey P., Höllerer T. : Interactive Manipulation of Large Graph Layouts. Technical report, Department of Computer Science, University of California, Santa Barbara, 2009. 2
30. Touchgraph : Touchgraph Navigator. Proprietary online application, Touchgraph inc. available at http://www.touchgraph.com. 2
31. Ware C. : Information Visualization: Perception for Design, second ed. Morgan Kaufmann Publishers, 2004. 1
32. Wattenberg M. : Visual exploration of multivariate graphs. In CHI '06: Proceedings of the SIGCHI conference on Human Factors in computing systems (New York, NY, USA, 2006 ACM, pp. 811 819. 2
33. Wilson C., Boe B., Sala A., Puttaswamy K. P., Zhao B. Y. : User interactions in social networks and their implications. In Proceedings of the Fourth ACM European conference on Computer Systems (EuroSys) (New York, NY, USA, 2009 ACM Press, pp. 205 218. 3
34. Zhang J., Jones N., Pu P. : A visual interface for critiquing-based recommender systems. In ACM Conference on Electronic Commerce (2008 pp. 230 239. 2