The flow of on-line information in global networks
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Crowds, clouds, and algorithms: exploring the human side of "big data" applications
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Tag expression: tagging with feeling
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Game theoretic models for social network analysis
Proceedings of the 20th international conference companion on World wide web
Network sampling and classification: An investigation of network model representations
Decision Support Systems
Modeling and analyzing social network dynamics using stochastic discrete graphical dynamical systems
Theoretical Computer Science
Realizing the value of social media requires innovative computing research
Communications of the ACM
Individual behavior and social influence in online social systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Modeling data flow in socio-information networks: a risk estimation approach
Proceedings of the 16th ACM symposium on Access control models and technologies
Communications of the ACM
Human mobility, social ties, and link prediction
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Analyzing the dynamic evolution of hashtags on Twitter: a language-based approach
LSM '11 Proceedings of the Workshop on Languages in Social Media
Technology-mediated social participation: the next 25 years of HCI challenges
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: design and development approaches - Volume Part I
Who's your best friend?: targeted privacy attacks In location-sharing social networks
Proceedings of the 13th international conference on Ubiquitous computing
Automatic text summarization and small-world networks
Proceedings of the 11th ACM symposium on Document engineering
A human-centric runtime framework for mixed service-oriented systems
Distributed and Parallel Databases
Characterizing interactions among members of deaf communities in orkut
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Infectious communities forging: using information diffusion model in social network mining
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
A clustering coefficient network formation game
SAGT'11 Proceedings of the 4th international conference on Algorithmic game theory
Connecting users with similar interests via tag network inference
Proceedings of the 20th ACM international conference on Information and knowledge management
Who will follow you back?: reciprocal relationship prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
30 Years of PODS in facts and figures
ACM SIGMOD Record
Approximating fixation probabilities in the generalized Moran process
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete Algorithms
Structured data clouding across multiple webs
Information Systems
Auralist: introducing serendipity into music recommendation
Proceedings of the fifth ACM international conference on Web search and data mining
Understanding cyclic trends in social choices
Proceedings of the fifth ACM international conference on Web search and data mining
Finding your friends and following them to where you are
Proceedings of the fifth ACM international conference on Web search and data mining
Inferring social ties across heterogenous networks
Proceedings of the fifth ACM international conference on Web search and data mining
On social computing research collaboration patterns: a social network perspective
Frontiers of Computer Science in China
Graph transduction as a noncooperative game
Neural Computation
Exploring connected worlds (abstract only)
Proceedings of the 43rd ACM technical symposium on Computer Science Education
Diffusion and cascading behavior in random networks
ACM SIGMETRICS Performance Evaluation Review
Investigating the effect of node heterogeneity and network externality on security adoption
ACM SIGMETRICS Performance Evaluation Review
Social Networks and the Diffusion of User-Generated Content: Evidence from YouTube
Information Systems Research
Predictability and prediction for an experimental cultural market
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Proceedings of the 50th Annual Southeast Regional Conference
We know what @you #tag: does the dual role affect hashtag adoption?
Proceedings of the 21st international conference on World Wide Web
Targeting online communities to maximise information diffusion
Proceedings of the 21st international conference companion on World Wide Web
Finding a wise group of experts in social networks
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Characterizing the effectiveness of twitter hashtags to detect and track online population sentiment
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Putting humans in the loop: Social computing for Water Resources Management
Environmental Modelling & Software
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One
Modular community detection in networks
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
An overview of social network analysis
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Linking people through physical proximity in a conference
Proceedings of the 3rd international workshop on Modeling social media
Conversation retrieval for microblogging sites
Information Retrieval
Forming project groups while learning about matching and network flows in algorithms
Proceedings of the 17th ACM annual conference on Innovation and technology in computer science education
Trends in object-oriented software evolution: investigating network properties
Proceedings of the 34th International Conference on Software Engineering
Mining contentions from discussions and debates
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Event-based social networks: linking the online and offline social worlds
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Security adoption in heterogeneous networks: the influence of cyber-insurance market
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
The small community phenomenon in networks: models, algorithms and applications
TAMC'12 Proceedings of the 9th Annual international conference on Theory and Applications of Models of Computation
Whom to ask?: jury selection for decision making tasks on micro-blog services
Proceedings of the VLDB Endowment
A first account on stigmergic information systems and their impact on platform development
Proceedings of the WICSA/ECSA 2012 Companion Volume
Understanding and managing cascades on large graphs
Proceedings of the VLDB Endowment
Controlling opinion bias in online social networks
Proceedings of the 3rd Annual ACM Web Science Conference
Assessing the impact of the social network on marking photos as favorites in flickr
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Social networks applied to distance education courses: analysis of interaction in discussion forums
Proceedings of the 18th Brazilian symposium on Multimedia and the web
To boldly go: an occam-π mission to engineer emergence
Natural Computing: an international journal
Sponsored search auctions: an overview of research with emphasis on game theoretic aspects
Electronic Commerce Research
User demographics and language in an implicit social network
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Proceedings of the 21st ACM international conference on Information and knowledge management
Real-time bid optimization for group-buying ads
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
Achieving reliability in master-worker computing via evolutionary dynamics
Euro-Par'12 Proceedings of the 18th international conference on Parallel Processing
Viral marketing for product cross-sell through social networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Inferring geographic coincidence in ephemeral social networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
On the convergence of the Hegselmann-Krause system
Proceedings of the 4th conference on Innovations in Theoretical Computer Science
Mega-modeling for big data analytics
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Minimum weight dynamo and fast opinion spreading
WG'12 Proceedings of the 38th international conference on Graph-Theoretic Concepts in Computer Science
Exploring social properties in vehicular ad hoc networks
Proceedings of the Fourth Asia-Pacific Symposium on Internetware
Interaction-based HPC modeling of social, biological, and economic contagions over large networks
Proceedings of the Winter Simulation Conference
Cascade-based community detection
Proceedings of the sixth ACM international conference on Web search and data mining
Modeling the impact of lifestyle on health at scale
Proceedings of the sixth ACM international conference on Web search and data mining
Proceedings of the sixth ACM international conference on Web search and data mining
Revealing network communities with a nonlinear programming method
Information Sciences: an International Journal
The power of local information in social networks
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
Constant thresholds can make target set selection tractable
MedAlg'12 Proceedings of the First Mediterranean conference on Design and Analysis of Algorithms
A framework for the design and synthesis of coordinated social systems
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Studying Diffusion of Viral Content at Dyadic Level
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
An SNA-based Evaluation Framework for Virtual Teams
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Relevance of SIR Model for Real-world Spreading Phenomena: Experiments on a Large-scale P2P System
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Ranking News Articles Based on Popularity Prediction
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A longitudinal study of follow predictors on twitter
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Big graph mining: algorithms and discoveries
ACM SIGKDD Explorations Newsletter
Complex contagion and the weakness of long ties in social networks: revisited
Proceedings of the fourteenth ACM conference on Electronic commerce
Cascading behavior in social and economic networks
Proceedings of the fourteenth ACM conference on Electronic commerce
Information diffusion in online social networks
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Connecting people through physical proximity and physical resources at a conference
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
Communications of the ACM
Learning influence in complex social networks
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
A self-managed self-optimized publish-subscribe system
Proceedings of the 6th International Systems and Storage Conference
Inferring social roles and statuses in social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
WiseMarket: a new paradigm for managing wisdom of online social users
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Trial and error in influential social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Information cascade at group scale
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Confluence: conformity influence in large social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast centrality-driven diffusion in dynamic networks
Proceedings of the 22nd international conference on World Wide Web companion
Unified entity search in social media community
Proceedings of the 22nd international conference on World Wide Web
How do people link?: analysis of contact structures in human face-to-face proximity networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Determining credibility from social network structure
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Controlling opinion propagation in online networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Learning to predict reciprocity and triadic closure in social networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Identifying unreliable sources of skill and competency information
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Social influence analysis and application on multimedia sharing websites
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
To stay or not to stay: modeling engagement dynamics in social graphs
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Dynamics of personal social relationships in online social networks: a study on twitter
Proceedings of the first ACM conference on Online social networks
MedRank: discovering influential medical treatments from literature by information network analysis
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
Algorithms, networks, and social phenomena
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
Strong bounds for evolution in networks
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
Deep Twitter diving: exploring topical groups in microblogs at scale
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Computational perspectives on social phenomena at global scales
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Optimal provision-after-wait in healthcare
Proceedings of the 5th conference on Innovations in theoretical computer science
Crowdsourcing tasks to social networks in BPEL4People
World Wide Web
Web 2.0, social networks and E-commerce as marketing tools
Journal of Theoretical and Applied Electronic Commerce Research
Security adoption and influence of cyber-insurance markets in heterogeneous networks
Performance Evaluation
Using community structure to control information sharing in online social networks
Computer Communications
Ranking mechanisms for interaction networks
Proceedings of the 17th International Conference on Management of Data
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Over the past decade there has been a growing public fascination with the complex connectedness of modern society. This connectedness is found in many incarnations: in the rapid growth of the Internet, in the ease with which global communication takes place, and in the ability of news and information as well as epidemics and financial crises to spread with surprising speed and intensity. These are phenomena that involve networks, incentives, and the aggregate behavior of groups of people; they are based on the links that connect us and the ways in which our decisions can have subtle consequences for others. This introductory undergraduate textbook takes an interdisciplinary look at economics, sociology, computing and information science, and applied mathematics to understand networks and behavior. It describes the emerging field of study that is growing at the interface of these areas, addressing fundamental questions about how the social, economic, and technological worlds are connected.