Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Mining knowledge-sharing sites for viral marketing
Proceedings of the eighth 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
Information diffusion through blogspace
Proceedings of the 13th international conference on World Wide Web
Patterns of influence in a recommendation network
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Towards compatible primitive structures
Journal of Experimental & Theoretical Artificial Intelligence - Special issue: conceptual graphs workshop
Group formation in large social networks: membership, growth, and evolution
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Graph evolution: Densification and shrinking diameters
ACM Transactions on Knowledge Discovery from Data (TKDD)
The dynamics of viral marketing
ACM Transactions on the Web (TWEB)
On threshold behavior in query incentive networks
Proceedings of the 8th ACM conference on Electronic commerce
Challenges in mining social network data: processes, privacy, and paradoxes
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Cost-effective outbreak detection in networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Maximizing influence in a competitive social network: a follower's perspective
Proceedings of the ninth international conference on Electronic commerce
Social Information Processing in News Aggregation
IEEE Internet Computing
The Future of Social Networks on the Internet: The Need for Semantics
IEEE Internet Computing
Yes, there is a correlation: - from social networks to personal behavior on the web
Proceedings of the 17th international conference on World Wide Web
Analysis of social voting patterns on digg
Proceedings of the first workshop on Online social networks
Feedback effects between similarity and social influence in online communities
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
The structure of information pathways in a social communication network
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Word of Mouth: Rumor Dissemination in Social Networks
SIROCCO '08 Proceedings of the 15th international colloquium on Structural Information and Communication Complexity
Prediction of Information Diffusion Probabilities for Independent Cascade Model
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Community gravity: measuring bidirectional effects by trust and rating on online social networks
Proceedings of the 18th international conference on World wide web
A link mining algorithm for earnings forecast and trading
Data Mining and Knowledge Discovery
Analyzing patterns of user content generation in online social networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
User grouping behavior in online forums
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Social influence and the diffusion of user-created content
Proceedings of the 10th ACM conference on Electronic commerce
Extracting influential nodes for information diffusion on a social network
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Learning Continuous-Time Information Diffusion Model for Social Behavioral Data Analysis
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Extracting influential nodes on a social network for information diffusion
Data Mining and Knowledge Discovery
Dr. multicast: Rx for data center communication scalability
Proceedings of the 5th European conference on Computer systems
What is Twitter, a social network or a news media?
Proceedings of the 19th international conference on World wide web
Earthquake shakes Twitter users: real-time event detection by social sensors
Proceedings of the 19th international conference on World wide web
Hermes: clustering users in large-scale e-mail services
Proceedings of the 1st ACM symposium on Cloud computing
Identifying influential reviewers for word-of-mouth marketing
Electronic Commerce Research and Applications
Meaningful selection of temporal resolution for dynamic networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
PET: a statistical model for popular events tracking in social communities
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Inferring networks of diffusion and influence
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Diffusion dynamics of games on online social networks
WOSN'10 Proceedings of the 3rd conference on Online social networks
Agent-based simulation of the diffusion of warnings
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
Acquiring expected influence curve from single diffusion sequence
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Finding spread blockers in dynamic networks
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Selecting information diffusion models over social networks for behavioral analysis
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Scalable discovery of best clusters on large graphs
Proceedings of the VLDB Endowment
Discovery of super-mediators of information diffusion in social networks
DS'10 Proceedings of the 13th international conference on Discovery science
Microblogging after a major disaster in China: a case study of the 2010 Yushu earthquake
Proceedings of the ACM 2011 conference on Computer supported cooperative work
Proceedings of the 20th international conference on World wide web
Information spreading in context
Proceedings of the 20th international conference on World wide web
Detecting changes in opinion value distribution for voter model
SBP'11 Proceedings of the 4th international conference on Social computing, behavioral-cultural modeling and prediction
Where the blogs tip: connectors, mavens, salesmen and translators of the blogosphere
Proceedings of the First Workshop on Social Media Analytics
Discovering shakers from evolving entities via cascading graph inference
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning diffusion probability based on node attributes in social networks
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Influence and passivity in social media
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Inferring Networks of Diffusion and Influence
ACM Transactions on Knowledge Discovery from Data (TKDD)
Interleaving multi-agent systems and social networks for organized adaptation
Computational & Mathematical Organization Theory
Proceedings of the fifth ACM international conference on Web search and data mining
Measuring Information Diffusion in an Online Community
Journal of Management Information Systems
Behavioral analyses of information diffusion models by observed data of social network
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Towards a marketing strategy for open source software
Proceedings of the 12th International Conference on Product Focused Software Development and Process Improvement
The role of social networks in information diffusion
Proceedings of the 21st international conference on World Wide Web
Winner takes all: competing viruses or ideas on fair-play networks
Proceedings of the 21st international conference on World Wide Web
Social influence in social advertising: evidence from field experiments
Proceedings of the 13th ACM Conference on Electronic Commerce
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
GANC: Greedy agglomerative normalized cut for graph clustering
Pattern Recognition
Interacting viruses in networks: can both survive?
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
On the separability of structural classes of communities
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Why watching movie tweets won't tell the whole story?
Proceedings of the 2012 ACM workshop on Workshop on online social networks
Back-buy prediction based on TriFG
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Understanding and managing cascades on large graphs
Proceedings of the VLDB Endowment
A game-theoretic model of attention in social networks
WAW'12 Proceedings of the 9th international conference on Algorithms and Models for the Web Graph
Gelling, and melting, large graphs by edge manipulation
Proceedings of the 21st ACM international conference on Information and knowledge management
Maximizing revenue from strategic recommendations under decaying trust
Proceedings of the 21st ACM international conference on Information and knowledge management
Network analysis on provenance graphs from a crowdsourcing application
IPAW'12 Proceedings of the 4th international conference on Provenance and Annotation of Data and Processes
Structure and dynamics of information pathways in online media
Proceedings of the sixth ACM international conference on Web search and data mining
Simulating the Diffusion of Information: An Agent-Based Modeling Approach
International Journal of Agent Technologies and Systems
Safety Measures for Social Computing in Wiki Learning Environment
International Journal of Information Security and Privacy
Monetising user generated content using data mining techniques
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Which targets to contact first to maximize influence over social network
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Information diffusion on the iterated local transitivity model of online social networks
Discrete Applied Mathematics
Detecting changes in information diffusion patterns over social networks
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
The role of organization hierarchy in technology adoption at the workplace
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Mining users' activity on large Twitter text data
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Who is repinning?: predicting a brand's user interactions using social media retrieval
Proceedings of the Thirteenth International Workshop on Multimedia Data Mining
Diffusion-aware personalized social update recommendation
Proceedings of the 7th ACM conference on Recommender systems
Reaction times for user behavior models in microblogging online social networks
Proceedings of the 2013 workshop on Data-driven user behavioral modelling and mining from social media
The web as an adaptive network: coevolution of web behavior and web structure
Proceedings of the 3rd International Web Science Conference
A separability framework for analyzing community structure
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Affinity-driven blog cascade analysis and prediction
Data Mining and Knowledge Discovery
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We present an analysis of a person-to-person recommendation network, consisting of 4 million people who made 16 million recommendations on half a million products. We observe the propagation of recommendations and the cascade sizes, which we explain by a simple stochastic model. We then establish how the recommendation network grows over time and how effective it is from the viewpoint of the sender and receiver of the recommendations. While on average recommendations are not very effective at inducing purchases and do not spread very far, we present a model that successfully identifies product and pricing categories for which viral marketing seems to be very effective.