GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Two-stage language models for information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Finding the flow in web site search
Communications of the ACM
Faceted metadata for image search and browsing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A nonparametric hierarchical bayesian framework for information filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Magnet: supporting navigation in semistructured data environments
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Interfaces for staying in the flow
Ubiquity
Bayesian adaptive user profiling with explicit & implicit feedback
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Proceedings of the 16th international conference on World Wide Web
Towards effective browsing of large scale social annotations
Proceedings of the 16th international conference on World Wide Web
NLP support for faceted navigation in scholarly collections
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
ImageSieve: exploratory search of museum archives with named entity-based faceted browsing
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Proceedings of the fourth ACM international conference on Web search and data mining
Proceedings of the 22nd Conference of the Computer-Human Interaction Special Interest Group of Australia on Computer-Human Interaction
Improving Recommender Systems by Incorporating Social Contextual Information
ACM Transactions on Information Systems (TOIS)
Facet discovery for structured web search: a query-log mining approach
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Latent topic feedback for information retrieval
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Browsing-oriented semantic faceted search
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Leveraging the semantics of tweets for adaptive faceted search on twitter
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Proceedings of the 20th ACM international conference on Information and knowledge management
A framework for personalized and collaborative clustering of search results
Proceedings of the 20th ACM international conference on Information and knowledge management
TEXplorer: keyword-based object search and exploration in multidimensional text databases
Proceedings of the 20th ACM international conference on Information and knowledge management
Information Retrieval
Regroup: interactive machine learning for on-demand group creation in social networks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Approximately optimal facet selection
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Multi-select faceted navigation based on minimum description length principle
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Semantics + filtering + search = twitcident. exploring information in social web streams
Proceedings of the 23rd ACM conference on Hypertext and social media
Educational monitoring tool based on faceted browsing and data portraits
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
A fuzzy-summary-based approach to faceted search in relational databases
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
Efficient and Effective Aggregate Keyword Search on Relational Databases
International Journal of Data Warehousing and Mining
Journal of Web Engineering
Improving feature location practice with multi-faceted interactive exploration
Proceedings of the 2013 International Conference on Software Engineering
Facet selection algorithms for web product search
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
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Faceted search is becoming a popular method to allow users to interactively search and navigate complex information spaces. A faceted search system presents users with key-value metadata that is used for query refinement. While popular in e-commerce and digital libraries, not much research has been conducted on which metadata to present to a user in order to improve the search experience. Nor are there repeatable benchmarks for evaluating a faceted search engine. This paper proposes the use of collaborative filtering and personalization to customize the search interface to each user's behavior. This paper also proposes a utility based framework to evaluate the faceted interface. In order to demonstrate these ideas and better understand personalized faceted search, several faceted search algorithms are proposed and evaluated using the novel evaluation methodology.