Establishing user profiles in the mediascout recommender system

Guy Shani; Lior Rokach; Amnon Meisles; Lihi Naamani; Nischal Piratla; David Ben-Shimon

doi:10.1109/CIDM.2007.368912

Establishing user profiles in the mediascout recommender system

Guy Shani
, Lior Rokach
, Amnon Meisles
, Lihi Naamani
, Nischal Piratla
, David Ben-Shimon

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.

Original language	English
Title of host publication	Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007
Publisher	Institute of Electrical and Electronics Engineers
Pages	470-476
Number of pages	7
ISBN (Print)	1424407052, 9781424407057
DOIs	https://doi.org/10.1109/CIDM.2007.368912
State	Published - 1 Jan 2007
Event	1st IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, Part of the 2007 IEEE Symposium Series on Computational Intelligence, SSCI 2007 - Honolulu, HI, United States Duration: 1 Apr 2007 → 5 Apr 2007

Publication series

Name	Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007

Conference

Conference	1st IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, Part of the 2007 IEEE Symposium Series on Computational Intelligence, SSCI 2007
Country/Territory	United States
City	Honolulu, HI
Period	1/04/07 → 5/04/07

ASJC Scopus subject areas

Information Systems
Signal Processing
Software
Theoretical Computer Science

Access to Document

10.1109/CIDM.2007.368912

Cite this

Shani, G., Rokach, L., Meisles, A., Naamani, L., Piratla, N., & Ben-Shimon, D. (2007). Establishing user profiles in the mediascout recommender system. In Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007 (pp. 470-476). Article 4221336 (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CIDM.2007.368912

Shani, Guy ; Rokach, Lior ; Meisles, Amnon et al. / Establishing user profiles in the mediascout recommender system. Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. Institute of Electrical and Electronics Engineers, 2007. pp. 470-476 (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007).

@inproceedings{ce6181bbbb4d4f49943bdde8fa9987a3,

title = "Establishing user profiles in the mediascout recommender system",

abstract = "The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.",

author = "Guy Shani and Lior Rokach and Amnon Meisles and Lihi Naamani and Nischal Piratla and David Ben-Shimon",

year = "2007",

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doi = "10.1109/CIDM.2007.368912",

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series = "Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007",

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booktitle = "Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007",

address = "United States",

note = "1st IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, Part of the 2007 IEEE Symposium Series on Computational Intelligence, SSCI 2007 ; Conference date: 01-04-2007 Through 05-04-2007",

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Shani, G , Rokach, L , Meisles, A, Naamani, L, Piratla, N & Ben-Shimon, D 2007, Establishing user profiles in the mediascout recommender system. in Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007., 4221336, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, Institute of Electrical and Electronics Engineers, pp. 470-476, 1st IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, Part of the 2007 IEEE Symposium Series on Computational Intelligence, SSCI 2007, Honolulu, HI, United States, 1/04/07. https://doi.org/10.1109/CIDM.2007.368912

Establishing user profiles in the mediascout recommender system. / Shani, Guy ; Rokach, Lior ; Meisles, Amnon et al.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. Institute of Electrical and Electronics Engineers, 2007. p. 470-476 4221336 (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - The MediaScout system is envisioned to function as personalized media (audio, video, print) service within mobile phones, online media portals, sling boxes, etc. The MediaScout recommender engine uses a novel stereotype-based recommendation engine. Upon the registration of new users the system must decide how to classify the new users to existing stereotypes. In this paper we present a method to achieve this classification through an anytime, interactive questionnaire, created automatically upon the generation of new stereotypes. A comparative study performed on the IMDB database illustrates the advantages of the new system.

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Shani G , Rokach L , Meisles A, Naamani L, Piratla N, Ben-Shimon D. Establishing user profiles in the mediascout recommender system. In Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. Institute of Electrical and Electronics Engineers. 2007. p. 470-476. 4221336. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007). doi: 10.1109/CIDM.2007.368912

Establishing user profiles in the mediascout recommender system

Abstract

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