The effect of different set-based visualizations on user exploration of recommendations

CEUR Workshop Proceedings

Volumn 1253, Issue , 2014, Pages 37-44

  Verbert, Katrien ^a   Parra, Denis ^b   Brusilovsky, Peter ^c  

^a Departement Computerwetenschappen   (Belgium)

^b PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE   (Chile)

^c UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

Information visualization; User interfaces for recommender systems; User studies.

Indexed keywords

COLLABORATIVE FILTERING; DECISION MAKING; INFORMATION SYSTEMS; RECOMMENDER SYSTEMS; USER INTERFACES;

AS RELATIONSHIPS; COMPARATIVE ANALYSIS; GRAPH-BASED VISUALIZATION; INFORMATION VISUALIZATION; RECOMMENDATION METHODS; USER STUDY; VENN DIAGRAMS; VISUALIZATION TECHNIQUE;

VISUALIZATION;

EID: 84914691137     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Aduna clustermap. http://www.adunasoftware. com/technology/clustermap
2. Bostandjiev, S., O'Donovan, J. and Hllerer, T. TasteWeights: a visual interactive hybrid recommender system. In Proceedings of the sixth ACM conference on Recommender systems (RecSys '12). ACM, New York, NY, USA (2012), 35-42.
3. Gretarsson, B., O'Donovan, J., Bostandjiev, S., Hall, C. and Hllerer, T. SmallWorlds: Visualizing Social Recommendations. Comput. Graph. Forum, 29, 3 (2010), 833-842.
4. Gou, L., You, F., Guo, J., Wu, L. and Zhang, X. SFViz: interest-based friends exploration and recommendation in social networks. In Proceedings of the 2011 Visual Information Communication - International Symposium (VINCI '11). ACM, New York, NY, USA (2011), 10 pages.
5. O'Donovan, J., Smyth, B., Gretarsson, B., Bostandjiev, S., and Hllerer, T. PeerChooser: visual interactive recommendation. In Proceedings of the twenty-sixth conference on Human factors in computing systems (CHI '08). ACM, NY, USA (2008) 1085-1088.
6. Parra, D., Jeng, W., Brusilovsky, P., Lopez, C. and Sahebi, S. Conference Navigator 3: An Online Social Conference Support System. Poster at UMAP 2012. Montreal, Canada.
7. Parra, D., Brusilovsky, P., and Trattner, C. See what you want to see: visual user-driven approach for hybrid recommendation. In Proceedings of IUI '14. ACM, New York, NY, USA (2014) 235-240.
8. Riedl, J. and Dourish, P. Introduction to the special section on recommender systems. ACM Trans. Comput.- Hum. Interact. 12, 3 (Sept.2005), 371-373.
9. Schafer, J.B., Konstan, J. A., and Riedl, J. Metarecommendation systems: user-controlled integration of diverse recommendations. In Proceedings of the eleventh international conference on Information and knowledge management, ACM, New York, NY, USA (2002), 43-51.
10. Spoerri, A. InfoCrystal: A visual tool for information retrieval & management. In Proceedings of the second international conference on Information and knowledge management, ACM (1993), 11-20.
11. Tintarev, N. and Masthoff, J. Designing and Evaluating Explanations for Recommender Systems. Recommender Systems Handbook, (2011), 479-510
12. Verbert, K., Parra, D., Brusilovsky, P., and Duval, E. (2013, March). Visualizing recommendations to support exploration, transparency and controllability. In Proceedings of IUI13, ACM (2013), 351-362
13. Zhao, S., Zhou, M.X., Yuan, Q., Zhang, X., Zheng, W., and Fu, R. Who is talking about what: social map-based recommendation for content-centric social websites. In Proceedings of the fourth ACM conference on Recommender systems (RecSys '10). ACM, New York, NY, USA (2010), 143-150.