Proceedings of the tenth conference on Computers, freedom and privacy: challenging the assumptions
Communications of the ACM
Privacy-preserving global customization
Proceedings of the 2nd ACM conference on Electronic commerce
Collaborative filtering with privacy via factor analysis
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
User Modeling and User-Adapted Interaction
Guest Editor's Introduction: Personalization and Privacy
IEEE Internet Computing
Unpacking "privacy" for a networked world
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Location Privacy in Pervasive Computing
IEEE Pervasive Computing
Privacy through pseudonymity in user-adaptive systems
ACM Transactions on Internet Technology (TOIT)
k-anonymity: a model for protecting privacy
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
'I didn't buy it for myself' privacy and ecommerce personalization
Proceedings of the 2003 ACM workshop on Privacy in the electronic society
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
SVD-based collaborative filtering with privacy
Proceedings of the 2005 ACM symposium on Applied computing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Protecting Location Privacy Through Path Confusion
SECURECOMM '05 Proceedings of the First International Conference on Security and Privacy for Emerging Areas in Communications Networks
Personalized social & real-time collaborative search
Proceedings of the 16th international conference on World Wide Web
Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms
IEEE Transactions on Mobile Computing
Can social bookmarking improve web search?
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
From awareness to repartee: sharing location within social groups
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Learning from What Others Know: Privacy Preserving Cross System Personalization
UM '07 Proceedings of the 11th international conference on User Modeling
Respecting Users' Individual Privacy Constraints in Web Personalization
UM '07 Proceedings of the 11th international conference on User Modeling
Protecting Privacy in Continuous Location-Tracking Applications
IEEE Security and Privacy
User-controllable learning of security and privacy policies
Proceedings of the 1st ACM workshop on Workshop on AISec
SS'08 Proceedings of the 17th conference on Security symposium
IEEE Transactions on Software Engineering
Timing is everything?: the effects of timing and placement of online privacy indicators
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Discovering users' specific geo intention in web search
Proceedings of the 18th international conference on World wide web
All My People Right Here, Right Now: management of group co-presence on a social networking site
Proceedings of the ACM 2009 international conference on Supporting group work
Cross system personalization by learning manifold alignments
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
How Internet Users' Privacy Concerns Have Evolved since 2002
IEEE Security and Privacy
Friends only: examining a privacy-enhancing behavior in facebook
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Privacy-enhanced web personalization
The adaptive web
Personalize web search results with user's location
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Empirical models of privacy in location sharing
Proceedings of the 12th ACM international conference on Ubiquitous computing
A framework for privacy-enhanced personalization
A framework for privacy-enhanced personalization
The Effect of Online Privacy Information on Purchasing Behavior: An Experimental Study
Information Systems Research
TRUST'11 Proceedings of the 4th international conference on Trust and trustworthy computing
Capturing location-privacy preferences: quantifying accuracy and user-burden tradeoffs
Personal and Ubiquitous Computing
Scrutable adaptation: because we can and must
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Ontologically-Enriched unified user modeling for cross-system personalization
UM'05 Proceedings of the 10th international conference on User Modeling
PersonisJ: mobile, client-side user modelling
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Secure identity management for pseudo-anonymous service access
SPC'05 Proceedings of the Second international conference on Security in Pervasive Computing
UbiComp'05 Proceedings of the 7th international conference on Ubiquitous Computing
Imagined communities: awareness, information sharing, and privacy on the facebook
PET'06 Proceedings of the 6th international conference on Privacy Enhancing Technologies
Discovery of Web user communities and their role in personalization
User Modeling and User-Adapted Interaction
Explaining the user experience of recommender systems
User Modeling and User-Adapted Interaction
Discovery of Web user communities and their role in personalization
User Modeling and User-Adapted Interaction
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
Personalization in cultural heritage: the road travelled and the one ahead
User Modeling and User-Adapted Interaction
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
Proceedings of the 5th Annual ACM Web Science Conference
Trends and research directions for privacy preserving approaches on the cloud
Proceedings of the 6th ACM India Computing Convention
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Personalization technologies offer powerful tools for enhancing the user experience in a wide variety of systems, but at the same time raise new privacy concerns. For example, systems that personalize advertisements according to the physical location of the user or according to the user's friends' search history, introduce new privacy risks that may discourage wide adoption of personalization technologies. This article analyzes the privacy risks associated with several current and prominent personalization trends, namely social-based personalization, behavioral profiling, and location-based personalization. We survey user attitudes towards privacy and personalization, as well as technologies that can help reduce privacy risks. We conclude with a discussion that frames risks and technical solutions in the intersection between personalization and privacy, as well as areas for further investigation. This frameworks can help designers and researchers to contextualize privacy challenges of solutions when designing personalization systems.