Improving ranking by respecting the multidimensionality and uncertainty of user preferences

Studies in Computational Intelligence

Volumn 301, Issue , 2010, Pages 39-56

  Berendt, Bettina ^a   Köppen, Veit ^b  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77956319615     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-14000-6_3     Document Type: Article

References (47)

1. Altman, A., Tennenholtz, M.: Axiomatic foundations for ranking systems. Journal of Artificial Intelligence Research 31, 473-495 (2008), http://www.jair.org/media/2306/live-2306-3748-jair.pdf (retrieved 2009-06-15)
2. Bamberg, G., Coenenberg, A.G.: Betriebswirtschaftliche Entscheidungslehre, 11th edn. Vahlen, Munich (2002)
3. Berendt, B.: Ranking-use and usability. To appear in Bulletin of the Belgian Mathematical Society-Simon Stevin (2009)
4. Berendt, B., Günther, O., Spiekermann, S.: Privacy in e-commerce: Stated preferences vs. actual behavior. Communications of the ACM 48(4), 101-106 (2005)
5. Berendt, B., Kralisch, A.: A user-centric approach to identifying best deployment strategies for language tools: The impact of content and access language on web user behaviour and attitudes. Journal of Information Retrieval 12(3), 380-399 (2009)
6. Berendt, B., Trümper, D.: Semantics-based analysis and navigation of heterogeneous text corpora: The porpoise news and blogs engine. In: Ting, I.-H., Wu, H.-J. (eds.) Web Mining Applications in E-commerce and E-services, pp. 45-64. Springer, Berlin (2009)
7. Chakrabarti, S.: Mining the Web. Morgan Kaufmann, San Francisco (2003)
8. Dix, A., Finlay, J., Abowd, G., Beale, R.: Human Computer Interaction. Prentice Hall Europe, Englewood Cliffs (1998)
9. d'Ocagne, M.: Coordonńees Parall̀eles et Axiales:Ḿethode de transformation ǵeoḿetrique et proćed́e nouveau de calcul graphique d́eduits de la consid́eration des coordonńees parall̀elles. Gauthier-Villars, Paris (1885)
10. Eyetools, Eyetools research and reports: Eyetools, enquiro, and did-it uncover search's golden triangle (2008), http://www.eyetools.com/inpage/ research-google-eyetracking-heatmap.htm (retrieved 2009-06-15)
11. Figueira, J., Greco, S., Erhgott, M. (eds.): Multiple Criteria Decision Analysis: State of the art surveys. Springer Science and Business Media, Boston (2005)
12. Glänzel, W.: Seven myths in bibliometrics about facts and fiction in quantitative science studies. Collnet Journal of Scientometrics and Information Management 2(1), 9-17 (2008), http://www.collnet.de/Berlin-2008/ GlanzelWIS2008smb.pdf (retrieved 2009-06-15)
13. Hearst, M.A.: Design recommendations for hierarchical faceted search interfaces. In: SIGIR 2006 Faceted Search Workshop (2006), http://flamenco. berkeley.edu/papers/faceted-workshop06.pdf (retrieved 2009-06-15)
14. Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst. 22(1), 5-53 (2004)
15. Hu, J., Zeng, H.-J., Li, H., Niu, C., Chen, Z.: Demographic prediction based on user's browsing behavior. In: WWW 2007: Proceedings of the 16th international conference on World Wide Web, pp. 151-160. ACM, New York (2007)
16. Inselberg, A.: The plane with parallel coordinates. Visual Computer 1(4), 69-91 (1985)
17. International Organization for Standardization, ISO 9241-400:2007. ergonomics of human-system interaction-part 400: Principles and requirements for physical input devices (2007), http://www.iso. org/iso/iso-catalogue/catalogue- tc/catalogue-detail.htm? csnumber=38896 (retrieved 2009-06-15)
18. International Organization for Standardization, ISO 9241-151:2008. ergonomics of human-system interaction-part 151: Guidance on world wide web user interfaces (2008), http://www.iso. org/iso/iso-catalogue/catalogue-tc/ catalogue-detail.htm? csnumber=37031 (retrieved 2009-06-15)
19. Jameson, A.: Adaptive interfaces and agents. In: Jacko, J.A., Sears, A. (eds.) Human-Computer Interaction Handbook, pp. 305-330. Erlbaum, Mahwah (2003), http://dfki.de/~jameson/abs/Jameson03Handbook.html (retrieved 2009-06-15)
20. Jameson, A., Smyth, B.: Recommendation to groups. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) Adaptive Web 2007. LNCS, vol. 4321, pp. 596-627. Springer, Heidelberg (2007)
21. Jansen, B.J., Zhang, M., Zhang, Y.: Brand awareness and the evaluation of search results. In: WWW 2007: Proceedings of the 16th international conference on World Wide Web, pp. 1139-1140. ACM, New York (2007)
22. Kaplan, R.S., Norton, D.P.: The Balanced Scorecard. Translating Strategy Into Action. Harvard Business School Press (1996)
23. Kaplan, R.S., Norton, D.P.: StrategyMaps: Converting Intangible Assets Into Tangible Outcomes. Harvard Business School Press (2004)
24. Keeney, R., Raiffa, H.: Decisions with Multiple Objectives; Preferences and Value Tradeoffs. John Wiley & Sons, Chichester (1976)
25. Kobsa, A., Teltzrow, M.: Impacts of contextualized communication of privacy practices and personalization benefits on purchase behavior and perceived quality of recommendation. In: Beyond Personalization 2005: A Workshop on the Next Stage of Recommender Systems Research (IUI 2005), San Diego, CA, pp. 48-53 (2005)
26. Kralisch, A., Berendt, B.: Language-sensitive search behaviour and the role of domain knowledge. The New Review of Hypermedia and Multimedia 11(2), 221-246 (2005)
27. Kralisch, A., Köppen, V.: The impact of language on website use and user satisfaction: Project description. In: Proceedings of the 13th European Conference on Information Systems, Information Systems in a Rapidly Changing Economy, ECIS 2005 (2005)
28. Langville, A.N., Meyer, C.D.: Google's PageRank and Beyond: The Science of Search Engine Rankings. Princeton University Press, Princeton (2006)
29. Lewandowski, D., Höchstötter, N.: Web searching: A quality measurement perspective. In: Spink, A., Zimmer, M. (eds.) Web Searching: Interdisciplinary Perspectives. Springer, Dordrecht (2007)
30. Liu, H., Mihalcea, R.: Of men, women, and computers: Datadriven gender modeling for improved user interfaces. In: Proceedings of the International Conference on Weblogs Social Media (ICWSM), pp. 121-128 (2007)
31. Marchant, T.: An axiomatic characterization of the ranking based on the h-index and some other bibliometric rankings of authors. Scientometrics (2009), http://www.springerlink.com/content/e71h95u774701j1k (retrieved 2009-06-15)
32. Mozilla Labs, Introducing geode (2008), http://labs.mozilla. com/2008/10/introducing-geode/ (retrieved 2009-06-15)
33. Murakami, T., Mori, K., Orihara, R.: Metrics for evaluating the serendipity of recommendation lists. In: Satoh, K., Inokuchi, A., Nagao, K., Kawamura, T. (eds.) JSAI 2007. LNCS (LNAI), vol. 4914, pp. 40-46. Springer, Heidelberg (2008)
34. Nielsen, J.: Eyetracking research (2006), http://www.useit.com/ eyetracking (retrieved 2009-06-15)
35. Pan, B., Hembrooke, H., Joachims, T., Lorigo, L., Gay, G., Granka, L.: In: google we trust: Users' decisions on rank, position, and relevance. Journal of Computer- Mediated Communication 12(3), 801-823 (2007)
36. Radlinski, F., Joachims, T.: Query chains: learning to rank from implicit feedback. In: Grossman, R., Bayardo, R.J., Bennett, K.P. (eds.) Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 239-248. ACM, New York (2005)
37. Robertson, S., Zaragoza, H.: On rank-based effectiveness measures and optimization. Inf. Retr. 10(3), 321-339 (2007)
38. Rousseau, R.: Woeginger's axiomatisation of the h-index and its relation to the g-index, the h(2)-index and the R2-index. Journal of Informetrics 2(4), 335-340 (2008)
39. Ruthven, I., Lalmas, M.: A survey on the use of relevance feedback for information access systems. Knowl. Eng. Rev. 18(2), 95-145 (2003)
40. Saaty, T.: The Analytic Hierarchy Process for Decisions in a Complex World. McGraw-Hill, New York (1980)
41. Schneeweiß, C.: Planung 1, Systemanalytische und entscheidungstheoretische Grundlagen. Springer, Berlin (1991)
42. Sørensen, P., Lerche, D., Thomsen, M.: Developing decision support based on field data and partial order theory, pp. 259-283. Springer, Berlin (2006)
43. Tullis, T., Albert, W.: Measuring the User Experience: Collecting, Analyzing, and Presenting Usability Metrics. Morgan Kaufmann, San Francisco (2008)
44. Tversky, A., Kahneman, D.: The framing of decisions and the psychology of choice. Science 211, 453-458 (1981)
45. Varian, H.R.: Intermediate Microeconomics: AModern Approach, 7th edn.W W Norton & Co. (2007)
46. Vaughan, L.: New measurements for search engine evaluation proposed and tested. Information Processing & Management 40(4), 677-691 (2004)
47. Zhang, M., Hurley, N.: Statistical modeling of diversity in top-n recommender systems. In: To appear in Proc. of the ACMWeb Intelligence Conference WI 2009 (2009)