Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Recommending collaboration with social networks: a comparative evaluation
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Evaluating similarity measures: a large-scale study in the orkut social network
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Social matching: A framework and research agenda
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FeedMe: a collaborative alert filtering system
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Searching for experts in the enterprise: combining text and social network analysis
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Recommendations in taste related domains: collaborative filtering vs. social filtering
Proceedings of the 2007 international ACM conference on Supporting group work
Harvesting with SONAR: the value of aggregating social network information
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Recommending topics for self-descriptions in online user profiles
Proceedings of the 2008 ACM conference on Recommender systems
Public vs. private: comparing public social network information with email
Proceedings of the 2008 ACM conference on Computer supported cooperative work
Motivations for social networking at work
Proceedings of the 2008 ACM conference on Computer supported cooperative work
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Probabilistic latent semantic analysis
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Bowling online: social networking and social capital within the organization
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Increasing engagement through early recommender intervention
Proceedings of the third ACM conference on Recommender systems
Same places, same things, same people?: mining user similarity on social media
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Short and tweet: experiments on recommending content from information streams
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Lessons learned from blog muse: audience-based inspiration for bloggers
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Chinese online communities: balancing managementcontrol and individual autonomy
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Emerging topic detection on Twitter based on temporal and social terms evaluation
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Characterizing global participation in an enterprise SNS
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Transitive node similarity for link prediction in social networks with positive and negative links
Proceedings of the fourth ACM conference on Recommender systems
Recommending twitter users to follow using content and collaborative filtering approaches
Proceedings of the fourth ACM conference on Recommender systems
RECON: a reciprocal recommender for online dating
Proceedings of the fourth ACM conference on Recommender systems
The network effects of recommending social connections
Proceedings of the fourth ACM conference on Recommender systems
Common attributes in an unusual context: predicting the desirability of a social match
Proceedings of the fourth ACM conference on Recommender systems
Boosting social network connectivity with link revival
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Collaboration on Social Network Sites: Amateurs, Professionals and Celebrities
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Collaboration recommendation on academic social networks
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
SocialSearch: enhancing entity search with social network matching
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Do you want to know?: recommending strangers in the enterprise
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On social-temporal group query with acquaintance constraint
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A cultural knowledge-based method to support the formation of homophilous online communities
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Finding useful users on twitter: twittomender the followee recommender
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
A unified framework for recommendations based on quaternary semantic analysis
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Interface and interaction design for group and social recommender systems
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Connecting users with similar interests via tag network inference
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The dynamic competitive recommendation algorithm in social network services
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Collaborative Filtering Recommender Systems
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Recommendations to boost content spread in social networks
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Bell Labs Technical Journal
Fast and accurate link prediction in social networking systems
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ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
The effect of suspicious profiles on people recommenders
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
A first account on stigmergic information systems and their impact on platform development
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Spotting trends: the wisdom of the few
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SoS: um algoritmo para identificar pessoas homófilas em redes sociais com o uso da tradução cultural
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From face-to-face gathering to social structure
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Method for identification of suitable persons in collaborators' networks
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A buddy matching program to help build an online support network
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People-to-People recommendation using multiple compatible subgroups
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Expert Systems with Applications: An International Journal
Integrating social information into collaborative filtering for celebrities recommendation
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Structural and Message Based Private Friend Recommendation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Classification Analysis in Complex Online Social Networks Using Semantic Web Technologies
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Predicting Friends and Foes in Signed Networks Using Inductive Inference and Social Balance Theory
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Who should I add as a "friend"?: a study of friend recommendations using proximity and homophily
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"I need to try this"?: a statistical overview of pinterest
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Informational friend recommendation in social media
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Maximizing acceptance probability for active friending in online social networks
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Signal-based user recommendation on twitter
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Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems
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Community-based user recommendation in uni-directional social networks
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International Journal of Web and Grid Services
Indirect weighted association rules mining for academic network collaboration recommendations
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
The web as an adaptive network: coevolution of web behavior and web structure
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Followee recommendation based on text analysis of micro-blogging activity
Information Systems
From biological to social networks: Link prediction based on multi-way spectral clustering
Data & Knowledge Engineering
Personalized emerging topic detection based on a term aging model
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
User Modeling and User-Adapted Interaction
SocialSearch+: enriching social network with web evidences
World Wide Web
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This paper studies people recommendations designed to help users find known, offline contacts and discover new friends on social networking sites. We evaluated four recommender algorithms in an enterprise social networking site using a personalized survey of 500 users and a field study of 3,000 users. We found all algorithms effective in expanding users' friend lists. Algorithms based on social network information were able to produce better-received recommendations and find more known contacts for users, while algorithms using similarity of user-created content were stronger in discovering new friends. We also collected qualitative feedback from our survey users and draw several meaningful design implications.