Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Information retrieval
Elements of information theory
Elements of information theory
Referral Web: combining social networks and collaborative filtering
Communications of the ACM
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Prospects and challenges for multi-relational data mining
ACM SIGKDD Explorations Newsletter
Item-based top-N recommendation algorithms
ACM Transactions on Information Systems (TOIS)
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Scaling up all pairs similarity search
Proceedings of the 16th international conference on World Wide Web
Efficient search ranking in social networks
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Preferential behavior in online groups
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Evaluation of characteristics of a community for recommending dissimilar communities in SNS
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Efficient similarity joins for near duplicate detection
Proceedings of the 17th international conference on World Wide Web
Combinational collaborative filtering for personalized community recommendation
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining user similarity based on location history
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Questionnaire-based evaluation of characteristics of a community in SNS
WSEAS Transactions on Information Science and Applications
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Do you know?: recommending people to invite into your social network
Proceedings of the 14th international conference on Intelligent user interfaces
Make new friends, but keep the old: recommending people on social networking sites
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Collaborative filtering for orkut communities: discovery of user latent behavior
Proceedings of the 18th international conference on World wide web
Media Meets Semantic Web --- How the BBC Uses DBpedia and Linked Data to Make Connections
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Adaptive System for the Integration of Recommendation Methods with Social Filtering Enhancement
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
A joint information model for n-best ranking
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Efficient Set Similarity Joins Using Min-prefixes
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
Personalized recommendation of social software items based on social relations
Proceedings of the third ACM conference on Recommender systems
Increasing engagement through early recommender intervention
Proceedings of the third ACM conference on Recommender systems
A recommender system for dynamically evolving online forums
Proceedings of the third ACM conference on Recommender systems
Incremental all pairs similarity search for varying similarity thresholds
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
Lessons learned from blog muse: audience-based inspiration for bloggers
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Topological tree clustering of social network search results
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Visolink: a user-centric social relationship mining
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Efficient parallel set-similarity joins using MapReduce
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Taking advantage of contextualized interactions while users watch TV
Multimedia Tools and Applications
The YouTube video recommendation system
Proceedings of the fourth ACM conference on Recommender systems
Generalizing prefix filtering to improve set similarity joins
Information Systems
An efficient similarity join algorithm with cosine similarity predicate
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr
Journal of Information Science
Recommending friends and locations based on individual location history
ACM Transactions on the Web (TWEB)
Towards active detection of identity clone attacks on online social networks
Proceedings of the first ACM conference on Data and application security and privacy
Fixing the threshold for effective detection of near duplicate web documents in web crawling
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Symmetrizations for clustering directed graphs
Proceedings of the 14th International Conference on Extending Database Technology
On-demand feature recommendations derived from mining public product descriptions
Proceedings of the 33rd International Conference on Software Engineering
ATLAS: a probabilistic algorithm for high dimensional similarity search
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
A game theoretical approach to modeling full-duplex information dissemination
Proceedings of the 2010 Summer Computer Simulation Conference
Efficient similarity joins for near-duplicate detection
ACM Transactions on Database Systems (TODS)
PAISI'11 Proceedings of the 6th Pacific Asia conference on Intelligence and security informatics
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation
Proceedings of the fifth ACM conference on Recommender systems
Intelligent Social Media Indexing and Sharing Using an Adaptive Indexing Search Engine
ACM Transactions on Intelligent Systems and Technology (TIST)
A health social network recommender system
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
CRSI: a compact randomized similarity index for set-valued features
Proceedings of the 15th International Conference on Extending Database Technology
Recommending source code for use in rapid software prototypes
Proceedings of the 34th International Conference on Software Engineering
Topological comparisons of proximity measures
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Finding co-solvers on twitter, with a little help from linked data
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Urban point-of-interest recommendation by mining user check-in behaviors
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Scalable similarity-based neighborhood methods with MapReduce
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
SoS: um algoritmo para identificar pessoas homófilas em redes sociais com o uso da tradução cultural
Proceedings of the 11th Brazilian Symposium on Human Factors in Computing Systems
Expert Systems with Applications: An International Journal
Measuring similarity of windows applications using static and dynamic birthmarks
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Tuning large scale deduplication with reduced effort
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Maximizing acceptance probability for active friending in online social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable all-pairs similarity search in metric spaces
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Pairwise learning in recommendation: experiments with community recommendation on linkedin
Proceedings of the 7th ACM conference on Recommender systems
Dimension independent similarity computation
The Journal of Machine Learning Research
| Hi-index | 0.00 |
Online information services have grown too large for users to navigate without the help of automated tools such as collaborative filtering, which makes recommendations to users based on their collective past behavior. While many similarity measures have been proposed and individually evaluated, they have not been evaluated relative to each other in a large real-world environment. We present an extensive empirical comparison of six distinct measures of similarity for recommending online communities to members of the Orkut social network. We determine the usefulness of the different recommendations by actually measuring users' propensity to visit and join recommended communities. We also examine how the ordering of recommendations influenced user selection, as well as interesting social issues that arise in recommending communities within a real social network.