Editorial: Measuring the impact of personalization and recommendation on user behaviour
International Journal of Human-Computer Studies
Users' eye gaze pattern in organization-based recommender interfaces
Proceedings of the 16th international conference on Intelligent user interfaces
RecLab: a system for eCommerce recommender research with real data, context and feedback
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Rating-based collaborative filtering combined with additional regularization
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Latent subject-centered modeling of collaborative tagging: An application in social search
ACM Transactions on Management Information Systems (TMIS)
I want to answer; who has a question?: Yahoo! answers recommender system
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining mobility data to minimise travellers' spending on public transport
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
A web-based pervasive recommendation system for mobile tourist guides
Personal and Ubiquitous Computing
Recommender systems at the long tail
Proceedings of the fifth ACM conference on Recommender systems
OrdRec: an ordinal model for predicting personalized item rating distributions
Proceedings of the fifth ACM conference on Recommender systems
Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy
Proceedings of the fifth ACM conference on Recommender systems
Power to the people: exploring neighbourhood formations in social recommender system
Proceedings of the fifth ACM conference on Recommender systems
User intent transition for explicit collaborative search through groups recommendation
Proceedings of the 3rd international workshop on Collaborative information retrieval
Applicability of recommender systems to medical surveillance systems
Proceedings of the second international workshop on Web science and information exchange in the medical web
A comparative evaluation of personality estimation algorithms for the twin recommender system
Proceedings of the 3rd international workshop on Search and mining user-generated contents
Egobile: where social networks go mobile
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Evaluation of a web recommender system in electronic and mobile tourism
International Journal of Web Engineering and Technology
Activity-aware recommendation for collaborative work in operating rooms
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
Decision making and recommendation acceptance issues in recommender systems
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Collaborative filtering via group-structured dictionary learning
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Build your own music recommender by modeling internet radio streams
Proceedings of the 21st international conference on World Wide Web
Care to comment?: recommendations for commenting on news stories
Proceedings of the 21st international conference on World Wide Web
Context-aware music recommender systems: workshop keynote abstract
Proceedings of the 21st international conference companion on World Wide Web
Long-tail recommendation based on reflective indexing
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Modeling and predicting students problem solving times
SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
ACM Transactions on Interactive Intelligent Systems (TiiS)
Subjective review-based reputation
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Web 3.0 in action: Vector Space Model for semantic (movie) Recommendations
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Learning to recommend based on slope one strategy
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Challenging the long tail recommendation
Proceedings of the VLDB Endowment
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
RecMax: exploiting recommender systems for fun and profit
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Evaluating the effectiveness of explanations for recommender systems
User Modeling and User-Adapted Interaction
Personalizing communication about trust
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Dual role model for question recommendation in community question answering
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A folksonomy-based recommender system for personalized access to digital artworks
Journal on Computing and Cultural Heritage (JOCCH)
Linked open data to support content-based recommender systems
Proceedings of the 8th International Conference on Semantic Systems
Personality-based recommender systems: an overview
Proceedings of the sixth ACM conference on Recommender systems
TasteWeights: a visual interactive hybrid recommender system
Proceedings of the sixth ACM conference on Recommender systems
Sparse linear methods with side information for top-n recommendations
Proceedings of the sixth ACM conference on Recommender systems
Scalable similarity-based neighborhood methods with MapReduce
Proceedings of the sixth ACM conference on Recommender systems
Discovering latent factors from movies genres for enhanced recommendation
Proceedings of the sixth ACM conference on Recommender systems
Exploiting the web of data in model-based recommender systems
Proceedings of the sixth ACM conference on Recommender systems
The influence of knowledgeable explanations on users' perception of a recommender system
Proceedings of the sixth ACM conference on Recommender systems
RESYGEN: A Recommendation System Generator using domain-based heuristics
Expert Systems with Applications: An International Journal
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
SNOPS: a smart environment for cultural heritage applications
Proceedings of the twelfth international workshop on Web information and data management
Bringing the associative ability to social tag recommendation
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
A trust-semantic fusion-based recommendation approach for e-business applications
Decision Support Systems
iTravel: A recommender system in mobile peer-to-peer environment
Journal of Systems and Software
Student progress assessment with the help of an intelligent pupil analysis system
Engineering Applications of Artificial Intelligence
Introduction to the special section on social recommender systems
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Introduction to special section on CAMRa2010: Movie recommendation in context
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Advances in Engineering Software
Collective intelligence as mechanism of medical diagnosis: The iPixel approach
Expert Systems with Applications: An International Journal
Structural context-aware cross media recommendation
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Comparison of nature inspired algorithms applied in student courses recommendation
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
A survey of recommender systems in twitter
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Formalizing dialectical explanation support for argument-based reasoning in knowledge-based systems
Expert Systems with Applications: An International Journal
Information Processing and Management: an International Journal
LinkedVis: exploring social and semantic career recommendations
Proceedings of the 2013 international conference on Intelligent user interfaces
Content-Based Semantic Tag Ranking for Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Being confident about the quality of the predictions in recommender systems
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
A hybrid fuzzy-based personalized recommender system for telecom products/services
Information Sciences: an International Journal
Towards personalized medical document classification by leveraging UMLS semantic network
HIS'13 Proceedings of the second international conference on Health Information Science
gSVD++: supporting implicit feedback on recommender systems with metadata awareness
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Hybrid retrieval approaches to geospatial music recommendation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
LCARS: a location-content-aware recommender system
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning and search on low-rank matrices
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
SoCo: a social network aided context-aware recommender system
Proceedings of the 22nd international conference on World Wide Web
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews
Proceedings of the 22nd international conference on World Wide Web
A framework of hybrid recommender system for web personalisation
International Journal of Business Information Systems
On the potential of recommendation technologies for efficient content delivery networks
ACM SIGCOMM Computer Communication Review
Towards next generation multimedia recommendation systems
Proceedings of the 21st ACM international conference on Multimedia
Instant foodie: predicting expert ratings from grassroots
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Movie recommender system for profit maximization
Proceedings of the 7th ACM conference on Recommender systems
What to read next?: making personalized book recommendations for K-12 users
Proceedings of the 7th ACM conference on Recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Not by search alone: how recommendations complement search results
Proceedings of the 7th ACM conference on Recommender systems
Improving contextual advertising by adopting collaborative filtering
ACM Transactions on the Web (TWEB)
Modeling personalized adaptive systems
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Personalized news recommendation using ontologies harvested from the web
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Identifying candidate datasets for data interlinking
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Hybrid recommenders: incorporating metadata awareness into latent factor models
Proceedings of the 19th Brazilian symposium on Multimedia and the web
Enhancing the accuracy of ratings predictions of video recommender system by segments of interest
Proceedings of the 19th Brazilian symposium on Multimedia and the web
Modeling, characterizing and recommendation in multimedia web content services
Proceedings of the 19th Brazilian symposium on Multimedia and the web
Social experiment on advisory recommender system for energy-saving
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
Toward identification and adoption of best practices in algorithmic recommender systems research
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Human Decision Making and Recommender Systems
ACM Transactions on Interactive Intelligent Systems (TiiS)
Collaborative filtering on ordinal user feedback
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Exploring customer specific KPI selection strategies for an adaptive time critical user interface
Proceedings of the 19th international conference on Intelligent User Interfaces
Multi-objective mobile app recommendation: A system-level collaboration approach
Computers and Electrical Engineering
Review: Mobile recommender systems in tourism
Journal of Network and Computer Applications
A Roadmap for Designing a Personalized Search Tool for Individual Healthcare Providers
Journal of Medical Systems
Clustering-based diversity improvement in top-N recommendation
Journal of Intelligent Information Systems
A survey of collaborative filtering based social recommender systems
Computer Communications
Editorial: Preference learning and ranking
Machine Learning
The neglected user in music information retrieval research
Journal of Intelligent Information Systems
Crossover method for interactive genetic algorithms to estimate multimodal preferences
Applied Computational Intelligence and Soft Computing
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The explosive growth of e-commerce and online environments has made the issue of information search and selection increasingly serious; users are overloaded by options to consider and they may not have the time or knowledge to personally evaluate these options. Recommender systems have proven to be a valuable way for online users to cope with the information overload and have become one of the most powerful and popular tools in electronic commerce. Correspondingly, various techniques for recommendation generation have been proposed. During the last decade, many of them have also been successfully deployed in commercial environments. Recommender Systems Handbook, an edited volume, is a multi-disciplinary effort that involves world-wide experts from diverse fields, such as artificial intelligence, human computer interaction, information technology, data mining, statistics, adaptive user interfaces, decision support systems, marketing, and consumer behavior. Theoreticians and practitioners from these fields continually seek techniques for more efficient, cost-effective and accurate recommender systems. This handbook aims to impose a degree of order on this diversity, by presenting a coherent and unified repository of recommender systems major concepts, theories, methodologies, trends, challenges and applications. Extensive artificial applications, a variety of real-world applications, and detailed case studies are included. Recommender Systems Handbook illustrates how this technology can support the user in decision-making, planning and purchasing processes. It works for well known corporations such as Amazon, Google, Microsoft and AT&T. This handbook is suitable for researchers and advanced-level students in computer science as a reference.