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tutorial

Robust recommender systems

Published: 23 October 2008 Publication History

Abstract

This tutorial will discuss vulnerabilities of collaborative recommendation algorithms: attacks that can be mounted against them and possible defenses that can be used. The tutorial will be of interest to researchers and practitioners in the area of collaborative recommendation.

Cited By

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  • (2018)Sustainability at scaleProceedings of the 12th ACM Conference on Recommender Systems10.1145/3240323.3240411(214-218)Online publication date: 27-Sep-2018
  • (2014)An Approach for Integrating Multidimensional Database into Context-Aware Recommender SystemComputer Information Systems and Industrial Management10.1007/978-3-662-45237-0_23(231-242)Online publication date: 2014
  • (2012)Evaluating recommender systemsSeventh International Conference on Digital Information Management (ICDIM 2012)10.1109/ICDIM.2012.6360092(56-61)Online publication date: Aug-2012

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cover image ACM Conferences
RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems
October 2008
348 pages
ISBN:9781605580937
DOI:10.1145/1454008
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 23 October 2008

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Author Tags

  1. collaborative filtering
  2. recommender systems
  3. robustness
  4. security

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  • Tutorial

Conference

RecSys08: ACM Conference on Recommender Systems
October 23 - 25, 2008
Lausanne, Switzerland

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Overall Acceptance Rate 254 of 1,295 submissions, 20%

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Cited By

View all
  • (2018)Sustainability at scaleProceedings of the 12th ACM Conference on Recommender Systems10.1145/3240323.3240411(214-218)Online publication date: 27-Sep-2018
  • (2014)An Approach for Integrating Multidimensional Database into Context-Aware Recommender SystemComputer Information Systems and Industrial Management10.1007/978-3-662-45237-0_23(231-242)Online publication date: 2014
  • (2012)Evaluating recommender systemsSeventh International Conference on Digital Information Management (ICDIM 2012)10.1109/ICDIM.2012.6360092(56-61)Online publication date: Aug-2012

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