Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
C4.5: programs for machine learning
C4.5: programs for machine learning
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
The nature of statistical learning theory
The nature of statistical learning theory
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Unifying instance-based and rule-based induction
Machine Learning
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Comparing feature-based and clique-based user models for movie selection
Proceedings of the third ACM conference on Digital libraries
Unsupervised Texture Segmentation in a Deterministic Annealing Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Making large-scale support vector machine learning practical
Advances in kernel methods
A view of the EM algorithm that justifies incremental, sparse, and other variants
Learning in graphical models
Horting hatches an egg: a new graph-theoretic approach to collaborative filtering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Handling concept drifts in incremental learning with support vector machines
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Very fast EM-based mixture model clustering using multiresolution kd-trees
Proceedings of the 1998 conference on Advances in neural information processing systems II
Machine Learning
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Learning Collaborative Information Filters
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Latent Class Models for Collaborative Filtering
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Comparing support vector machines with Gaussian kernels to radialbasis function classifiers
IEEE Transactions on Signal Processing
Moderating the outputs of support vector machine classifiers
IEEE Transactions on Neural Networks
VCR: Virtual community recommender using the technology acceptance model and the user's needs type
Expert Systems with Applications: An International Journal
Persuasion in Recommender Systems
International Journal of Electronic Commerce
Needs-based analysis of online customer reviews
Proceedings of the ninth international conference on Electronic commerce
Response modeling with support vector regression
Expert Systems with Applications: An International Journal
Developing recommender systems with the consideration of product profitability for sellers
Information Sciences: an International Journal
An experimental comparative study of web mining methods for recommender systems
DIWED'06 Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering
A semantic-expansion approach to personalized knowledge recommendation
Decision Support Systems
Decision support for team staffing: An automated relational recommendation approach
Decision Support Systems
Using a hybrid meta-evolutionary rule mining approach as a classification response model
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
International Journal of Computer Applications in Technology
Using data mining to provide recommendation service
WSEAS Transactions on Information Science and Applications
Catalog segmentation with double constraints in business
Pattern Recognition Letters
Financial time series forecasting using independent component analysis and support vector regression
Decision Support Systems
A hybrid recommendation technique based on product category attributes
Expert Systems with Applications: An International Journal
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
Web-Based Recommender Systems and User Needs --the Comprehensive View
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Using text mining and sentiment analysis for online forums hotspot detection and forecast
Decision Support Systems
Classification by vertical and cutting multi-hyperplane decision tree induction
Decision Support Systems
Detection of the customer time-variant pattern for improving recommender systems
Expert Systems with Applications: An International Journal
A personalized recommendation system based on product taxonomy for one-to-one marketing online
Expert Systems with Applications: An International Journal
Response modeling with support vector machines
Expert Systems with Applications: An International Journal
Constructing response model using ensemble based on feature subset selection
Expert Systems with Applications: An International Journal
School e-Guide: a personalized recommender system for e-learning environments
Proceedings of the First Kuwait Conference on e-Services and e-Systems
Expert Systems with Applications: An International Journal
Sharing, finding and reusing end-user code for reformatting and validating data
Journal of Visual Languages and Computing
Information Systems Frontiers
Expert Systems with Applications: An International Journal
Collaborative error-reflected models for cold-start recommender systems
Decision Support Systems
Customer churning prediction using support vector machines in online auto insurance service
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Performance improvement in collaborative recommendation using multi-layer perceptron
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Music review classification enhanced by semantic information
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Making use of associative classifiers in order to alleviate typical drawbacks in recommender systems
Expert Systems with Applications: An International Journal
Live-chat agent assignments to heterogeneous e-customers under imperfect classification
ACM Transactions on Management Information Systems (TMIS)
Collaborative filtering for recommendation using neural networks
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I
Integrating collaborate and content-based filtering for personalized information recommendation
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A novel resource recommendation system based on connecting to similar e-learners
ICWL'05 Proceedings of the 4th international conference on Advances in Web-Based Learning
Collaborative filtering based on neural networks using similarity
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Expert Systems with Applications: An International Journal
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
A multi-agent recommender system for supporting device adaptivity in e-Commerce
Journal of Intelligent Information Systems
Social knowledge-based recommender system. Application to the movies domain
Expert Systems with Applications: An International Journal
Electronic Commerce Research and Applications
Review: Supervised classification and mathematical optimization
Computers and Operations Research
SumView: A Web-based engine for summarizing product reviews and customer opinions
Expert Systems with Applications: An International Journal
App recommendation: a contest between satisfaction and temptation
Proceedings of the sixth ACM international conference on Web search and data mining
A hybrid recommendation approach for a tourism system
Expert Systems with Applications: An International Journal
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Preference-based user rating correction process for interactive recommendation systems
Multimedia Tools and Applications
Attribute-based collaborative filtering using genetic algorithm and weighted C-means algorithm
International Journal of Business Information Systems
International Journal of Business Information Systems
Lightweight tourism recommendation
International Journal of Web Engineering and Technology
Integrating the anchoring process with preference stability for interactive movie recommendations
HCI'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction for learning, culture, collaboration and business - Volume Part III
International Journal of Business Information Systems
A genre-based fuzzy inference approach for effective filtering of movies
Intelligent Data Analysis
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While search engines have become the major decision support tools for the Internet, there is a growing disparity between the image of the World Wide Web stored in search engine repositories and the actual dynamic, distributed nature of Web data. We propose ...