Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
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
Tracking Information Epidemics in Blogspace
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Group formation in large social networks: membership, growth, and evolution
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
The dynamics of viral marketing
ACM Transactions on the Web (TWEB)
Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Optimal marketing strategies over social networks
Proceedings of the 17th international conference on World Wide Web
Statistical analysis of the social network and discussion threads in slashdot
Proceedings of the 17th international conference on World Wide Web
Statistical properties of community structure in large social and information networks
Proceedings of the 17th international conference on World Wide Web
Planetary-scale views on a large instant-messaging network
Proceedings of the 17th international conference on World Wide Web
Growth of the flickr social network
Proceedings of the first workshop on Online social networks
Influence and correlation in social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Feedback effects between similarity and social influence in online communities
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Characterizing user behavior in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Characterizing podcast services: publishing, usage, and dissemination
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Blog cascade affinity: analysis and prediction
Proceedings of the 18th ACM conference on Information and knowledge management
Learning influence probabilities in social networks
Proceedings of the third ACM international conference on Web search and data mining
Social tagging revamped: supporting the users' need of self-promotion through persuasive techniques
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
AdHeat: an influence-based diffusion model for propagating hints to match ads
Proceedings of the 19th international conference on World wide web
What is Twitter, a social network or a news media?
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
Capturing implicit user influence in online social sharing
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Structural correlation pattern mining for large graphs
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
SpinThrift: saving energy in viral workloads
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Social action tracking via noise tolerant time-varying factor graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
SpinThrift: saving energy in viral workloads
Proceedings of the first ACM SIGCOMM workshop on Green networking
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Listen to me if you can: tracking user experience of mobile network on social media
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Understanding latent interactions in online social networks
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Promoting oneself on flickr: users' strategies and attitudes
Proceedings of the 16th ACM international conference on Supporting group work
Who is tweeting on Twitter: human, bot, or cyborg?
Proceedings of the 26th Annual Computer Security Applications Conference
Measuring message propagation and social influence on Twitter.com
SocInfo'10 Proceedings of the Second international conference on Social informatics
Correcting for missing data in information cascades
Proceedings of the fourth ACM international conference on Web search and data mining
The tube over time: characterizing popularity growth of youtube videos
Proceedings of the fourth ACM international conference on Web search and data mining
GoDisco: selective gossip based dissemination of information in social community based overlays
ICDCN'11 Proceedings of the 12th international conference on Distributed computing and networking
Evolution analysis of a mobile social network
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Proceedings of the 20th international conference on World wide web
Proceedings of the 20th international conference on World wide web
Proceedings of the 20th international conference on World wide web
Sharing social content from home: a measurement-driven feasibility study
Proceedings of the 21st international workshop on Network and operating systems support for digital audio and video
Modeling the structure and evolution of discussion cascades
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Individual behavior and social influence in online social systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
A link prediction approach to recommendations in large-scale user-generated content systems
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Are friends overrated?: a study for the social aggregator digg.com
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part II
Camera Brand Congruence and Camera Model Propagation in the Flickr Social Graph
ACM Transactions on the Web (TWEB)
Modeling social networks through user background and behavior
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Info-cluster based regional influence analysis in social networks
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Comparing linkage graph and activity graph of online social networks
SocInfo'11 Proceedings of the Third international conference on Social informatics
Why do we converse on social media?: an analysis of intrinsic and extrinsic network factors
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
Characterizing user navigation and interactions in online social networks
Information Sciences: an International Journal
Are friends overrated? A study for the social news aggregator Digg.com
Computer Communications
Delayed information cascades in Flickr: Measurement, analysis, and modeling
Computer Networks: The International Journal of Computer and Telecommunications Networking
Who drive people to forward information: publisher or spreader?
Proceedings of the Fifth Workshop on Social Network Systems
Microgroup mining on TSina via network structure and user attribute
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Decentralized information dissemination in multidimensional semantic social overlays
ICDCN'12 Proceedings of the 13th international conference on Distributed Computing and Networking
The role of social networks in information diffusion
Proceedings of the 21st international conference on World Wide Web
Video sharing in online social networks: measurement and analysis
Proceedings of the 22nd international workshop on Network and Operating System Support for Digital Audio and Video
Understanding information propagation on online social tagging systems: a case study on flickr
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Exploring information diffusion in network of semantically annotated web service interfaces
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Adaptive topic community tracking in social network
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Putting humans in the loop: Social computing for Water Resources Management
Environmental Modelling & Software
Maximizing circle of trust in online social networks
Proceedings of the 23rd ACM conference on Hypertext and social media
Cheap, easy, and massively effective viral marketing in social networks: truth or fiction?
Proceedings of the 23rd ACM conference on Hypertext and social media
Understanding and leveraging tag-based relations in on-line social networks
Proceedings of the 23rd ACM conference on Hypertext and social media
Analysis of social metrics in dynamic networks: measuring the influence with FRINGE
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Understanding video propagation in online social networks
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service
Opinion interaction network: opinion dynamics in social networks with heterogeneous relationships
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
Identifying influential agents for advertising in multi-agent markets
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
There is more than complex contagion: an indirect influence analysis on Twitter
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Forward or ignore: user behavior analysis and prediction on microblogging
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Tracing the birth of an OSN: social graph and profile analysis in Google+
Proceedings of the 3rd Annual ACM Web Science Conference
Workload Characterization and Performance Implications of Large-Scale Blog Servers
ACM Transactions on the Web (TWEB)
Beyond Social Graphs: User Interactions in Online Social Networks and their Implications
ACM Transactions on the Web (TWEB)
Reconstruction and analysis of Twitter conversation graphs
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Propagation-based social-aware replication for social video contents
Proceedings of the 20th ACM international conference on Multimedia
Collective intelligence in the online social network of yahoo!answers and its implications
Proceedings of the 21st ACM international conference on Information and knowledge management
The walls have ears: optimize sharing for visibility and privacy in online social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
New kid on the block: exploring the google+ social graph
Proceedings of the 2012 ACM conference on Internet measurement conference
Cloud-based social application deployment using local processing and global distribution
Proceedings of the 8th international conference on Emerging networking experiments and technologies
A peek into the future: predicting the evolution of popularity in user generated content
Proceedings of the sixth ACM international conference on Web search and data mining
Modeling dynamic behavior in large evolving graphs
Proceedings of the sixth ACM international conference on Web search and data mining
Pervasive and Mobile Computing
Modeling Social Network Interaction Graphs
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Learning the Strength of the Factors Influencing User Behavior in Online Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
An Analysis of Query Forwarding Strategies for Secure and Privacy-Preserving Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Diffusion Centrality in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Selective Behavior in Online Social Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Meme ranking to maximize posts virality in microblogging platforms
Journal of Intelligent Information Systems
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Supporting information spread in a social internetworking scenario
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
Using Generalized Annotated Programs to Solve Social Network Diffusion Optimization Problems
ACM Transactions on Computational Logic (TOCL)
Who will retweet me?: finding retweeters in twitter
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Thin servers with smart pipes: designing SoC accelerators for memcached
Proceedings of the 40th Annual International Symposium on Computer Architecture
Extracting social events for learning better information diffusion models
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Measuring message propagation and social influence on Twitter.com
International Journal of Communication Networks and Distributed Systems
Mining users' activity on large Twitter text data
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Community detection in social networks through similarity virtual networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
ProfileRank: finding relevant content and influential users based on information diffusion
Proceedings of the 7th Workshop on Social Network Mining and Analysis
On popularity prediction of videos shared in online social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Diffusion-aware personalized social update recommendation
Proceedings of the 7th ACM conference on Recommender systems
Modeling information diffusion over social networks for temporal dynamic prediction
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Social resilience in online communities: the autopsy of friendster
Proceedings of the first ACM conference on Online social networks
Understanding latent interactions in online social networks
ACM Transactions on the Web (TWEB)
Propagation-based social-aware multimedia content distribution
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
Social communications assisted epidemic disease influence minimization
WASA'13 Proceedings of the 8th international conference on Wireless Algorithms, Systems, and Applications
Hierarchical parallel algorithm for modularity-based community detection using GPUs
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
A probability based algorithm for influence maximization in social networks
Proceedings of the 5th Asia-Pacific Symposium on Internetware
The Scope for online social network aided caching in web CDNs
ANCS '13 Proceedings of the ninth ACM/IEEE symposium on Architectures for networking and communications systems
Temporal locality in today's content caching: why it matters and how to model it
ACM SIGCOMM Computer Communication Review
Peeking into the invitation-based adoption process of OSN-based applications
ACM SIGCOMM Computer Communication Review
Unveiling group characteristics in online social games: a socio-economic analysis
Proceedings of the 23rd international conference on World wide web
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Using community structure to control information sharing in online social networks
Computer Communications
Affinity-driven blog cascade analysis and prediction
Data Mining and Knowledge Discovery
Hi-index | 0.00 |
Online social networking sites like MySpace, Facebook, and Flickr have become a popular way to share and disseminate content. Their massive popularity has led to viral marketing techniques that attempt to spread content, products, and ideas on these sites. However, there is little data publicly available on viral propagation in the real world and few studies have characterized how information spreads over current online social networks. In this paper, we collect and analyze large-scale traces of information dissemination in the Flickr social network. Our analysis, based on crawls of the favorite markings of 2.5 million users on 11 million photos, aims at answering three key questions: (a) how widely does information propagate in the social network? (b) how quickly does information propagate? and (c) what is the role of word-of-mouth exchanges between friends in the overall propagation of information in the network? Contrary to viral marketing ``intuition,'' we find that (a) even popular photos do not spread widely throughout the network, (b) even popular photos spread slowly through the network, and (c) information exchanged between friends is likely to account for over 50 of all favorite-markings, but with a significant delay at each hop.