Using collaborative filtering to weave an information tapestry

Authors:
David Goldberg;David Nichols;Brian M. Oki;Douglas Terry
Affiliations:
Xerox PARC, Palo Alto, CA;Xerox PARC, Palo Alto, CA;Teknekron Systems, Palo Alto, CA;Xerox PARC, Palo Alto, CA
Venue:
Communications of the ACM - Special issue on information filtering
Year:
1992

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Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
The personalized recommendation with bundling strategy based on product consuming period

CIS'09 Proceedings of the international conference on Computational and information science 2009
Predicting user interests from contextual information

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Demystifying Release Definition: From Requirements Prioritization to Collaborative Value Quantification

REFSQ '09 Proceedings of the 15th International Working Conference on Requirements Engineering: Foundation for Software Quality
Musically Meaningful or Just Noise? An Analysis of On-line Artist Networks

Computer Music Modeling and Retrieval. Genesis of Meaning in Sound and Music
SONAR: A Semantically Empowered Financial Search Engine

IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
A Probabilistic Semantic Based Mixture Collaborative Filtering

UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Technical opinion: Steering self-learning distance algorithms

Communications of the ACM - Scratch Programming for All
Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach

Proceedings of the 11th International Conference on Electronic Commerce
Trust and nuanced profile similarity in online social networks

ACM Transactions on the Web (TWEB)
Mixed collaborative and content-based filtering with user-contributed semantic features

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Proposing "collaborative filtering" to foster collaboration in ScratchR community

CSCL'09 Proceedings of the 9th international conference on Computer supported collaborative learning - Volume 2
PerspectiveSpace: Opinion Modeling with Dimensionality Reduction

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Collaborative Filtering Is Not Enough? Experiments with a Mixed-Model Recommender for Leisure Activities

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
How Users Perceive and Appraise Personalized Recommendations

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Towards Privacy Compliant and Anytime Recommender Systems

EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Information Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection

WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Exploratory modeling with collaborative design spaces

ACM SIGGRAPH Asia 2009 papers
Latent class models for collaborative filtering

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Proposal and evaluation of a recommendation technique that considers the context of product purchases

AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
Explicit vs implicit profiling: a case-study in electronic programme guides

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Mining city landmarks from blogs by graph modeling

MM '09 Proceedings of the 17th ACM international conference on Multimedia
REJA: A Georeferenced Hybrid Recommender System for Restaurants

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Real-Time Collaborative Filtering Using Extreme Learning Machine

WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Personalized recommendation of social software items based on social relations

Proceedings of the third ACM conference on Recommender systems
Using a trust network to improve top-N recommendation

Proceedings of the third ACM conference on Recommender systems
Personalised and dynamic trust in social networks

Proceedings of the third ACM conference on Recommender systems
Factor in the neighbors: Scalable and accurate collaborative filtering

ACM Transactions on Knowledge Discovery from Data (TKDD)
Personalized rough-set-based recommendation by integrating multiple contents and collaborative information

Information Sciences: an International Journal
An inner-enterprise knowledge recommender system

Expert Systems with Applications: An International Journal
Recommender system based on workflow

Decision Support Systems
The design space of ubiquitous product recommendation systems

Proceedings of the 8th International Conference on Mobile and Ubiquitous Multimedia
Sketching techniques for collaborative filtering

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Including item characteristics in the probabilistic latent semantic analysis model for collaborative filtering

AI Communications
A fully automated recommender system using collaborative filters

CIIT '07 The Sixth IASTED International Conference on Communications, Internet, and Information Technology
Maximizing customer satisfaction through an online recommendation system: A novel associative classification model

Decision Support Systems
Language Models of Collaborative Filtering

AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Getting Places: Collaborative Predictions from Status

AmI '09 Proceedings of the European Conference on Ambient Intelligence
Combining Various Methods of Automated User Decision and Preferences Modelling

MDAI '09 Proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence
Commodity recommendations of retail business based on decisiontree induction

Expert Systems with Applications: An International Journal
Design and implementation of a secure social network system

ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
On-line personalized sales promotion in electronic commerce

Expert Systems with Applications: An International Journal
Classification-based collaborative filtering using market basket data

Expert Systems with Applications: An International Journal
Assessing users' product-specific knowledge for personalization in electronic commerce

Expert Systems with Applications: An International Journal
Collaborative information behaviour--exploring Kuhlthau's Information Search Process model in a group-based educational setting

Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
A movie rating prediction system of user propensity analysis based on collaborative filtering and fuzzy system

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Recommendation method that considers the context of product purchases

WSEAS Transactions on Information Science and Applications
Same places, same things, same people?: mining user similarity on social media

Proceedings of the 2010 ACM conference on Computer supported cooperative work
Collaborative filtering with temporal dynamics

Communications of the ACM
Investigation of various matrix factorization methods for large recommender systems

Proceedings of the 2nd KDD Workshop on Large-Scale Recommender Systems and the Netflix Prize Competition
A survey of collaborative filtering techniques

Advances in Artificial Intelligence
Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations

Information Sciences: an International Journal
Towards publishing recommendation data with predictive anonymization

ASIACCS '10 Proceedings of the 5th ACM Symposium on Information, Computer and Communications Security
Connection network and optimization of interest metric for one-to-one marketing

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Building topic profiles based on expert profile aggregation

AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
The PSI3 agent recommender system

ICWE'03 Proceedings of the 2003 international conference on Web engineering
Personalized communities in a distributed recommender system

ECIR'07 Proceedings of the 29th European conference on IR research
Collaborative filtering based on transitive correlations between items

ECIR'07 Proceedings of the 29th European conference on IR research
An agent based system for intelligent collaborative filtering

CIA'99 Proceedings of the 3rd international conference on Cooperative information agents III
A new algorithm for performing ratings-based collaborative filtering

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Recommendation models for user accesses to web pages

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Personalized search on the world wide web

The adaptive web
Collaborative filtering recommender systems

The adaptive web
Hybrid web recommender systems

The adaptive web
Evaluation of P2P information recommendation based on collaborative filtering

HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Recommender agent based on social network

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Prediction of social bookmarking based on a behavior transition model

Proceedings of the 2010 ACM Symposium on Applied Computing
Applying biclustering to text mining: an immune-inspired approach

ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
An effective algorithm for dimensional reduction in collaborative filtering

ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Answer-set programming based dynamic user modeling for recommender systems

EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Nearest-biclusters collaborative filtering with constant values

WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Correlation-based content adaptation for mobile web browsing

MIDDLEWARE2007 Proceedings of the 8th ACM/IFIP/USENIX international conference on Middleware
Social information access: the other side of the social web

SOFSEM'08 Proceedings of the 34th conference on Current trends in theory and practice of computer science
COPLINK agent: an architecture for information monitoring and sharing in law enforcement

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Learning to recommend product with the content of web page

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
A real-time evaluation system for acquisition of certificates in computer skills

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
A recommender system based on multi-features

ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Predictors of user perceptions of web recommender systems: How the basis for generating experience and search product recommendations affects user responses

International Journal of Human-Computer Studies
Personalized blog content recommender system for mobile phone users

International Journal of Human-Computer Studies
Recsplorer: recommendation algorithms based on precedence mining

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Recommendation and decision technologies for requirements engineering

Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Proposing software design recommendations based on component interface intersecting

Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Implicit culture for information agents

Intelligent information agents
Emerging topic detection on Twitter based on temporal and social terms evaluation

Proceedings of the Tenth International Workshop on Multimedia Data Mining
SPGProfile: Speak Group Profile

Information Systems
Scholarly paper recommendation via user's recent research interests

Proceedings of the 10th annual joint conference on Digital libraries
The power of convex relaxation: near-optimal matrix completion

IEEE Transactions on Information Theory
Editorial: Five factors in making web communities to survive or fade

International Journal of Web Based Communities
Distributed recommender for peer-to-peer knowledge sharing

Information Sciences: an International Journal
Social media recommendation based on people and tags

Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
On the quality of inferring interests from social neighbors

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Task search in a human computation market

Proceedings of the ACM SIGKDD Workshop on Human Computation
Application of salesman-like recommendation system in 3G mobile phone online shopping decision support

Expert Systems with Applications: An International Journal
Review:

The Knowledge Engineering Review
Survey of data management and analysis in disaster situations

Journal of Systems and Software
Towards a comprehensive requirements architecture for privacy-aware social recommender systems

APCCM '10 Proceedings of the Seventh Asia-Pacific Conference on Conceptual Modelling - Volume 110
An elaborated model of social search

Information Processing and Management: an International Journal
Do your friends make you smarter?: An analysis of social strategies in online information seeking

Information Processing and Management: an International Journal
An asynchronous collaborative search system for online video search

Information Processing and Management: an International Journal
Price bundling for personalized recommendation

ISTASC'10 Proceedings of the 10th WSEAS international conference on Systems theory and scientific computation
Will recommenders kill search?: recommender systems - an industry perspective

Proceedings of the fourth ACM conference on Recommender systems
Optimizing multiple objectives in collaborative filtering

Proceedings of the fourth ACM conference on Recommender systems
A matrix factorization technique with trust propagation for recommendation in social networks

Proceedings of the fourth ACM conference on Recommender systems
A hybrid recommendation method with reduced data for large-scale application

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Smokey: automatic recognition of hostile messages

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Inferring gender of movie reviewers: exploiting writing style, content and metadata

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Improving one-class collaborative filtering by incorporating rich user information

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
On bootstrapping recommender systems

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Towards a group recommender process model for ad-hoc groups and on-demand recommendations

Proceedings of the 16th ACM international conference on Supporting group work
Using transitivity to increase the accuracy of sample-based Pearson correlation coefficients

DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Smart e-learning using recommender system

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Increasing patient safety using explanation-driven personalized content recommendation

Proceedings of the 1st ACM International Health Informatics Symposium
Implementation of an intelligent product recommender system in an e-store

AMT'10 Proceedings of the 6th international conference on Active media technology
Social relation based search refinement: let your friends help you!

AMT'10 Proceedings of the 6th international conference on Active media technology
A framework and an architecture for context-aware group recommendations

CRIWG'10 Proceedings of the 16th international conference on Collaboration and technology
Hybrid hill-climbing and knowledge-based methods for intelligent news filtering

AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Large scale rich media information search

PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems

ACM Transactions on the Web (TWEB)
Recommending friends and locations based on individual location history

ACM Transactions on the Web (TWEB)
An improved similarity algorithm based on hesitation degree for user-based collaborative filtering

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Achieving optimal privacy in trust-aware social recommender systems

SocInfo'10 Proceedings of the Second international conference on Social informatics
Social manipulation of online recommender systems

SocInfo'10 Proceedings of the Second international conference on Social informatics
Utilizing various sparsity measures for enhancing accuracy of collaborative recommender systems based on local and global similarities

Expert Systems with Applications: An International Journal
Adaptive bootstrapping of recommender systems using decision trees

Proceedings of the fourth ACM international conference on Web search and data mining
Open value creation

Proceedings of the International Conference on Management of Emergent Digital EcoSystems
User-based Collaborative Filtering: Sparsity and Performance

Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Applications of user and context-aware recommendations using ontologies

Conference Internationale Francophone sur I'Interaction Homme-Machine
Rank order-based recommendation approach for multiple featured products

Expert Systems with Applications: An International Journal
Using genetic algorithms for personalized recommendation

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Using social network services as an input for a trust clustered: collaborative filtering recommendation system

DNCOCO'10 Proceedings of the 9th WSEAS international conference on Data networks, communications, computers
Metric information filtering

Information Systems
Sparse hidden-dynamics conditional random fields for user intent understanding

Proceedings of the 20th international conference on World wide web
Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns

Proceedings of the 20th international conference on World wide web
Proposing a charting recommender system for second-language nurses

Expert Systems with Applications: An International Journal
A method of extracting malicious expressions in bulletin board systems by using context analysis

Information Processing and Management: an International Journal
Application of context-aware and personalized recommendation to implement an adaptive ubiquitous learning system

Expert Systems with Applications: An International Journal
Supporting smart interactions with predictive analytics

The smart internet
Supporting smart interactions with predictive analytics

The smart internet
The use of data mining techniques in location-based recommender system

Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Optimal recommender systems blending

Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Accuracy of inter-researcher similarity measures based on topical and social clues

Scientometrics
Mining social media to create personalized recommendations for tourist visits

Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
A component-based open-source framework for general-purpose recommender systems

Proceedings of the 14th international ACM Sigsoft symposium on Component based software engineering
Learning relevance from heterogeneous social network and its application in online targeting
Information seeking: convergence of search, recommendations, and advertising

Communications of the ACM
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
Towards compositional design and evaluation of preference elicitation interfaces

HCD'11 Proceedings of the 2nd international conference on Human centered design
Social TV: The impact of social awareness on content navigation within IPTV systems

Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
P2Prec: a P2P recommendation system for large-scale data sharing

Transactions on large-scale data- and knowledge-centered systems III
An analysis of probabilistic methods for top-N recommendation in collaborative filtering

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Trust based recommender system using ant colony for trust computation

Expert Systems with Applications: An International Journal
Matrix co-factorization for recommendation with rich side information and implicit feedback

Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Secure personalized recommendation system for mobile user

ICISC'10 Proceedings of the 13th international conference on Information security and cryptology
A generalized stochastic block model for recommendation in social rating networks

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
My head is your tail: applying link analysis on long-tailed music listening behavior for music recommendation

Proceedings of the fifth ACM conference on Recommender systems
UPComp - A PHP Component for Recommendation Based on User Behaviour

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Towards Semantics-Based Instantiation of Services

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Pistis: A Privacy-Preserving Content Recommender System for Online Social Communities

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Bayesian latent variable models for collaborative item rating prediction

Proceedings of the 20th ACM international conference on Information and knowledge management
Collaborative filtering by personality diagnosis: a hybrid memory- and model-based approach

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
AGReMo: providing ad-hoc groups with on-demand recommendations on mobile devices

Proceedings of the 29th Annual European Conference on Cognitive Ergonomics
A new criteria for selecting neighborhood in memory-based recommender systems

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
ROAuth: recommendation based open authorization

Proceedings of the Seventh Symposium on Usable Privacy and Security
Recommendation of visual information by gaze-based implicit preference acquisition

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Evaluation of attribute-aware recommender system algorithms on data with varying characteristics

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Collaborative filtering on data streams

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Collaborative quality filtering: establishing consensus or recovering ground truth?

WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
A remote video study evaluation system using a user profile

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Courseware recommendation in e-learning system

ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
Extraction of user profile based on workflow and information flow

Expert Systems with Applications: An International Journal
Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization

Knowledge-Based Systems
Preference elicitation techniques for group recommender systems

Information Sciences: an International Journal
Optimizing collaborative filtering by interpolating the individual and group behaviors

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Map-Based recommendation of hyperlinked document collections

EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Framework for collaborative knowledge sharing and recommendation based on taxonomic partial reputations

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
From chatter to headlines: harnessing the real-time web for personalized news recommendation

Proceedings of the fifth ACM international conference on Web search and data mining
ETF: extended tensor factorization model for personalizing prediction of review helpfulness

Proceedings of the fifth ACM international conference on Web search and data mining
Interest-based real-time content recommendation in online social communities

Knowledge-Based Systems
CityVoyager: an outdoor recommendation system based on user location history

UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Collaborative filtering: the aim of recommender systems and the significance of user ratings

ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Goal-driven collaborative filtering – a directional error based approach

ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Mapping web usage patterns to MDP model and mining with reinforcement learning

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Extraction of representative keywords considering co-occurrence in positive documents

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Collaborative and usage-driven evolution of personal ontologies

ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
A p2p approach for business process modelling and reuse

BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
Protecting user data in ubiquitous computing: towards trustworthy environments

PET'04 Proceedings of the 4th international conference on Privacy Enhancing Technologies
Collaborative machine learning

From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Competitive collaborative learning

COLT'05 Proceedings of the 18th annual conference on Learning Theory
Simulating the effectiveness of using association rules for recommendation systems

AsiaSim'04 Proceedings of the Third Asian simulation conference on Systems Modeling and Simulation: theory and applications
Personalized peer filtering for a dynamic information push

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Intelligent techniques for web personalization

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Hybrid systems for personalized recommendations

ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
ACP2P: agent community based peer-to-peer information retrieval

AP2PC'04 Proceedings of the Third international conference on Agents and Peer-to-Peer Computing
Semantic web recommender systems

EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Mining knowledge demands from information flow

Expert Systems with Applications: An International Journal
Managing spatial knowledge for mobile personalized applications

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Opinion helpfulness prediction in the presence of "words of few mouths"

World Wide Web
UP-DRES: user profiling for a dynamic REcommendation system

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
SPRITS: secure pedagogical resources in intelligent tutoring systems

ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
A social networking approach to F/OSS quality assessment

ICCMSN'08 Proceedings of the First international conference on Computer-Mediated Social Networking
Experimental comparison of parametric, non-parametric, and hybrid multigroup classification

Expert Systems with Applications: An International Journal
A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems
Determining user expertise for improving recommendation performance

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Collaborative privacy management for third-party applications in online social networks

Proceedings of the 1st Workshop on Privacy and Security in Online Social Media
Collaborative Filtering Recommender Systems

Foundations and Trends in Human-Computer Interaction
Recommender systems and the social web

UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Care to comment?: recommendations for commenting on news stories

Proceedings of the 21st international conference on World Wide Web
A new cross-validation technique to evaluate quality of recommender systems

PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Using past-prediction accuracy in recommender systems

Information Sciences: an International Journal
Using collaborative filtering to support college students' use of online forum for English learning

Computers & Education
Social knowledge-based recommender system. Application to the movies domain

Expert Systems with Applications: An International Journal
User profiling techniques: a critical review

IRSG'97 Proceedings of the 19th Annual BCS-IRSG conference on Information Retrieval Research
Micro perceptual human computation for visual tasks

ACM Transactions on Graphics (TOG)
A privacy-protecting architecture for collaborative filtering via forgery and suppression of ratings

DPM'11 Proceedings of the 6th international conference, and 4th international conference on Data Privacy Management and Autonomous Spontaneus Security
Kernel-Mapping Recommender system algorithms

Information Sciences: an International Journal
Similarity of users' (content-based) preference models for Collaborative filtering in few ratings scenario

Expert Systems with Applications: An International Journal
Stochastic search for global neighbors selection in collaborative filtering

Proceedings of the 27th Annual ACM Symposium on Applied Computing
Discussion: Issues when designing filters in messaging systems

Computer Communications
Mining same-taste users with common preference patterns for ubiquitous exhibition navigation

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
Incorporating hierarchical information into the matrix factorization model for collaborative filtering

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
Who resemble you better, your friends or co-visited users

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Transfer learning to predict missing ratings via heterogeneous user feedbacks

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A transitivity aware matrix factorization model for recommendation in social networks

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Recommender systems: missing data and statistical model estimation

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
An implementation and evaluation of recommender systems for traveling abroad

Expert Systems with Applications: An International Journal
Usage bibliometrics

Annual Review of Information Science and Technology
A retrieval method adaptively reducing user's subjective impression gap

Multimedia Tools and Applications
From neighbors to global neighbors in collaborative filtering: an evolutionary optimization approach

Proceedings of the 14th annual conference on Genetic and evolutionary computation
From popularity to personality: a heuristic music recommendation method for niche market

Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
GetJar mobile application recommendations with very sparse datasets

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A mobile 3D-GIS hybrid recommender system for tourism

Information Sciences: an International Journal
Exploring social influence for recommendation: a generative model approach

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A hybrid online-product recommendation system: Combining implicit rating-based collaborative filtering and sequential pattern analysis

Electronic Commerce Research and Applications
Plugin of recommendation based on a hybrid method for the ranking of documents in the e-learning platforms

ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
Strong concepts: Intermediate-level knowledge in interaction design research

ACM Transactions on Computer-Human Interaction (TOCHI)
Using wordnet-based neighborhood for improving social tag recommendation

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Recommending academic papers via users' reading purposes

Proceedings of the sixth ACM conference on Recommender systems
Crowd IQ: measuring the intelligence of crowdsourcing platforms

Proceedings of the 3rd Annual ACM Web Science Conference
A survey of collaborative filtering-based systems for online recommendation

Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
Feature selection for link prediction

Proceedings of the 5th Ph.D. workshop on Information and knowledge
Clustering transactions with an unbalanced hierarchical product structure

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Exploring personal impact for group recommendation

Proceedings of the 21st ACM international conference on Information and knowledge management
A new similarity function for selecting neighbors for each target item in collaborative filtering

Knowledge-Based Systems
Applying the learning rate adaptation to the matrix factorization based collaborative filtering

Knowledge-Based Systems
Concept comparison engines: A new frontier of search

Decision Support Systems
Improving large-scale search engines with semantic annotations

Expert Systems with Applications: An International Journal
Granular association rule mining through parametric rough sets

BI'12 Proceedings of the 2012 international conference on Brain Informatics
An adaptive method for the tag-rating-based recommender system

AMT'12 Proceedings of the 8th international conference on Active Media Technology
Using profile expansion techniques to alleviate the new user problem

Information Processing and Management: an International Journal
CONTENTUS--technologies for next generation multimedia libraries

Multimedia Tools and Applications
Transfer learning in heterogeneous collaborative filtering domains

Artificial Intelligence
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
Tag Based Recommender System for Social Bookmarking Sites

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Personalized Trust-Aware Model for Travelogue Discovering

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Crowdsourcing platform for workplace accessibility

Proceedings of the 10th International Cross-Disciplinary Conference on Web Accessibility
Modeling Decentralized Reputation-Based Trust for Initial Transactions in Digital Environments

ACM Transactions on Internet Technology (TOIT)
A hidden Markov model for collaborative filtering

MIS Quarterly
Competence-based song recommendation

Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Probabilistic group recommendation via information matching

Proceedings of the 22nd international conference on World Wide Web
A Random Walk Model for Item Recommendation in Social Tagging Systems

ACM Transactions on Management Information Systems (TMIS)
Understanding Similarity Metrics in Neighbour-based Recommender Systems

Proceedings of the 2013 Conference on the Theory of Information Retrieval
Estimating the relative utility of networks for predicting user activities

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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Using collaborative filtering to weave an information tapestry

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Abstract