Editorial: Measuring the impact of personalization and recommendation on user behaviour
International Journal of Human-Computer Studies
Proceedings of the 20th international conference companion on World wide web
Optimizing collaborative learning processes by using recommendation systems
Proceedings of the 16th annual joint conference on Innovation and technology in computer science education
A design patterns approach to adaptive user interfaces for users with special needs
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Fuzzy set and cache-based approach for bug triaging
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
Cross-lingual recommendations in a resource-based learning scenario
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Proceedings of the 20th ACM international conference on Information and knowledge management
Content based recommender system by using eye gaze data
Proceedings of the Symposium on Eye Tracking Research and Applications
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
Accuracy improvements for multi-criteria recommender systems
Proceedings of the 13th ACM Conference on Electronic Commerce
Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Harnessing geo-tagged resources for Web personalization
Proceedings of the 27th Annual ACM Symposium on Applied Computing
The influence of knowledgeable explanations on users' perception of a recommender system
Proceedings of the sixth ACM conference on Recommender systems
pGPA: a personalized grade prediction tool to aid student success
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
Improving photo recommendation with context awareness
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
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
An approach to social recommendation for context-aware mobile services
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Improving recommendation accuracy based on item-specific tag preferences
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
(Re)Configuration using web data: a case study on the reviewer assignment problem
RR'12 Proceedings of the 6th international conference on Web Reasoning and Rule Systems
Collective intelligence as mechanism of medical diagnosis: The iPixel approach
Expert Systems with Applications: An International Journal
Semi-automatic generation of recommendation processes and their GUIs
Proceedings of the 2013 international conference on Intelligent user interfaces
Personalized recommendation based on implicit social network of researchers
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
BlueFinder: recommending wikipedia links using DBpedia properties
Proceedings of the 5th Annual ACM Web Science Conference
CHIC: a combination-based recommendation system
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Learning to question: leveraging user preferences for shopping advice
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting purchase behaviors from social media
Proceedings of the 22nd international conference on World Wide Web
Consumer experience modeling and enrichment using RFID
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Facilitating Team Processes with Recommender Systems: A Behavioral Science Perspective
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Building blocks for exploratory data analysis tools
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
Recommending branded products from social media
Proceedings of the 7th ACM conference on Recommender systems
Exploiting non-content preference attributes through hybrid recommendation method
Proceedings of the 7th ACM conference on Recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Dynamic generation of personalized hybrid recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Beyond rating prediction accuracy: on new perspectives in recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Identifying candidate datasets for data interlinking
ICWE'13 Proceedings of the 13th international conference on Web Engineering
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
Supporting a participant-centric management of obesity via a self-improving health game
DHM'13 Proceedings of the 4th International conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management: healthcare and safety of the environment and transport - Volume Part I
MapReduce performance evaluation for knowledge-based recommendation of context-tagged photos
Proceedings of the 19th Brazilian symposium on Multimedia and the web
How to improve the statistical power of the 10-fold cross validation scheme in recommender systems
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
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
Agent-based architecture for context-aware and personalized event recommendation
Expert Systems with Applications: An International Journal
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
Proceedings of the 7th ACM international conference on Web search and data mining
Including social factors in an argumentative model for Group Decision Support Systems
Decision Support Systems
Modeling contextual agreement in preferences
Proceedings of the 23rd international conference on World wide web
Preface to the special issue on context-aware recommender systems
User Modeling and User-Adapted Interaction
Hybreed: A software framework for developing context-aware hybrid recommender systems
User Modeling and User-Adapted Interaction
How should I explain? A comparison of different explanation types for recommender systems
International Journal of Human-Computer Studies
Ubiquitous recommender systems
Computing
Editorial: Preference learning and ranking
Machine Learning
Hi-index | 0.00 |
In this age of information overload, people use a variety of strategies to make choices about what to buy, how to spend their leisure time, and even whom to date. Recommender systems automate some of these strategies with the goal of providing affordable, personal, and high-quality recommendations. This book offers an overview of approaches to developing state-of-the-art recommender systems. The authors present current algorithmic approaches for generating personalized buying proposals, such as collaborative and content-based filtering, as well as more interactive and knowledge-based approaches. They also discuss how to measure the effectiveness of recommender systems and illustrate the methods with practical case studies. The final chapters cover emerging topics such as recommender systems in the social web and consumer buying behavior theory. Suitable for computer science researchers and students interested in getting an overview of the field, this book will also be useful for professionals looking for the right technology to build real-world recommender systems.