Probability and statistics
Referral Web: combining social networks and collaborative filtering
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Recommender Systems Research: A Connection-Centric Survey
Journal of Intelligent Information Systems
Analysis of Dynamic Task Allocation in Multi-Robot Systems
International Journal of Robotics Research
The dynamics of viral marketing
EC '06 Proceedings of the 7th ACM conference on Electronic commerce
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A review of probabilistic macroscopic models for swarm robotic systems
SAB'04 Proceedings of the 2004 international conference on Swarm Robotics
User Participation in Social Media: Digg Study
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Diversity of online community activities
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Analysis of social voting patterns on digg
Proceedings of the first workshop on Online social networks
Constructing folksonomies from user-specified relations on flickr
Proceedings of the 18th international conference on World wide web
Dynamics of a Collaborative Rating System
Advances in Web Mining and Web Usage Analysis
Social influence and the diffusion of user-created content
Proceedings of the 10th ACM conference on Electronic commerce
A community recommendation method based on social networks for web 2.0-based IPTV
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
CHI '10 Extended Abstracts on Human Factors in Computing Systems
Using a model of social dynamics to predict popularity of news
Proceedings of the 19th international conference on World wide web
SpotRank: a robust voting system for social news websites
Proceedings of the 4th workshop on Information credibility
Modulating video credibility via visualization of quality evaluations
Proceedings of the 4th workshop on Information credibility
Predicting the popularity of online content
Communications of the ACM
The "nays" have it: exploring effects of sentiment in collaborative knowledge sharing
WSA '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media
Information Systems Frontiers
Normative influences on thoughtful online participation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Why do people share news in social media?
AMT'11 Proceedings of the 7th international conference on Active media technology
The "top N" news recommender: count distortion and manipulation resistance
Proceedings of the fifth ACM conference on Recommender systems
Is vote effective? an empirical study of community deliberation in social webs
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Persuasive language and virality in social networks
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
News sharing in social media: The effect of gratifications and prior experience
Computers in Human Behavior
Bayesian credibility modeling for personalized recommendation in participatory media
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Living in the present: on-the-fly information processing in scalable web architectures
Proceedings of the 2nd International Workshop on Cloud Computing Platforms
A model for popularity dynamics to predict hot articles in discussion blog
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Bimodal invitation-navigation fair bets model for authority identification in a social network
Proceedings of the 21st international conference on World Wide Web
Comparative analysis of articulated and behavioural social networks in a social news sharing website
The New Review of Hypermedia and Multimedia - Special issue on Social Linking and Hypermedia
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users
ACM Transactions on Intelligent Systems and Technology (TIST)
The Dynamics of Content Popularity in Social Media
International Journal of Data Warehousing and Mining
The Business Value of Consumer Participation through Social Media
International Journal of Interactive Communication Systems and Technologies
Content or context: Which matters more in information processing on microblogging sites
Computers in Human Behavior
Predicting community preference of comments on the Social Web
Web Intelligence and Agent Systems
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Social media sites underscore the Web's transformation to a participatory medium in which users collaboratively create, evaluate, and distribute information. Innovations in social media have led to social information processing, a new paradigm for interacting with data. The social news aggregator Digg exploits social information processing for the purpose of document recommendation and rating. Additionally, via mathematical modeling it's possible to describe how collaborative document rating emerges from the independent decisions users make. Using such a model, the author reproduces observed ratings that actual stories on Digg have received.