Social, Cultural, and Behavioral Modeling: 10th International Conference, SBP-BRiMS 2017, Washington, DC, USA, July 5-8, 2017, Proceedings

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Inferring Follower Preferences in the 2016 U.S. Presidential Primaries with Sparse Learning....Pages 3-13
Detection and Analysis of 2016 US Presidential Election Related Rumors on Twitter....Pages 14-24
How Emotional Support and Informational Support Relate to Linguistic Alignment....Pages 25-34
Gender Politics in the 2016 U.S. Presidential Election: A Computer Vision Approach....Pages 35-45
Agent-Based Modeling Approach in Understanding Behavior During Disasters: Measuring Response and Rescue in eBayanihan Disaster Management Platform....Pages 46-52
An Agent-Based Model of Posting Behavior During Times of Societal Unrest....Pages 53-59
‘They All Look the Same to Me.’ An Agent Based Simulation of Out-Group Homogeneity....Pages 60-64
Cultural Dimension Theory Based Simulations for US Army Personnel....Pages 65-70
Socio-Cultural Cognitive Mapping....Pages 71-76
Front Matter....Pages 77-77
A Cognitive Model of Feature Selection and Categorization for Autonomous Systems....Pages 79-89
ENWalk: Learning Network Features for Spam Detection in Twitter....Pages 90-101
Understanding Russian Information Operations Using Unsupervised Multilingual Topic Modeling....Pages 102-107
Social Cyber Forensics Approach to Study Twitter’s and Blogs’ Influence on Propaganda Campaigns....Pages 108-113
From Cyber Space Opinion Leaders and the Diffusion of Anti-vaccine Extremism to Physical Space Disease Outbreaks....Pages 114-119
Event-Based Model Simulating the Change in DDoS Attack Trends After P/DIME Events....Pages 120-126
Using a Real-Time Cybersecurity Exercise Case Study to Understand Temporal Characteristics of Cyberattacks....Pages 127-132
Hybrid Modeling of Cyber Adversary Behavior....Pages 133-138
Cyber-FIT: An Agent-Based Modelling Approach to Simulating Cyber Warfare....Pages 139-148
Front Matter....Pages 149-149
Large-Scale Sleep Condition Analysis Using Selfies from Social Media....Pages 151-161
Modeling the Co-evolution of Culture, Signs and Network Structure....Pages 162-171
Front Matter....Pages 149-149
Simulating Population Behavior: Transportation Mode, Green Technology, and Climate Change....Pages 172-181
A Parametric Study of Opinion Progression in a Divided Society....Pages 182-192
Integrating Simulation and Signal Processing with Stochastic Social Kinetic Model....Pages 193-203
Learning Network Dynamics from Tumblr®: A Search for Influential Users....Pages 204-213
Modeling the Impact of Protraction on Refugee Identity....Pages 214-222
Linking Twitter Sentiment and Event Data to Monitor Public Opinion of Geopolitical Developments and Trends....Pages 223-229
Identifying Smoking from Smartphone Sensor Data and Multivariate Hidden Markov Models....Pages 230-235
Is Word Adoption a Grassroots Process? An Analysis of Reddit Communities....Pages 236-241
Understanding Discourse Acts: Political Campaign Messages Classification on Facebook and Twitter....Pages 242-247
Improving the Efficiency of Allocating Crowd Donations with Agent-Based Simulation Model....Pages 248-253
Temporal Analysis of Influence to Predict Users’ Adoption in Online Social Networks....Pages 254-261
Ideology Detection for Twitter Users via Link Analysis....Pages 262-268
Front Matter....Pages 269-269
Spread of Pathogens in the Patient Transfer Network of US Hospitals....Pages 271-280
On Predicting Geolocation of Tweets Using Convolutional Neural Networks....Pages 281-291
Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data....Pages 292-301
Prospective Detection of Foodborne Illness Outbreaks Using Machine Learning Approaches....Pages 302-308
Mitigating the Risks of Financial Exclusion: Predicting Illiteracy with Standard Mobile Phone Logs....Pages 309-314
Multi-layer Network Composition Under a Unified Dynamical Process....Pages 315-321
Extracting Information from Negative Interactions in Multiplex Networks Using Mutual Information....Pages 322-328
A Blockchain-Enabled Participatory Decision Support Framework....Pages 329-334
Front Matter....Pages 269-269
Hyperparameter Optimization for Predicting the Tolerance Level of Religious Discourse....Pages 335-341
APART: Automatic Political Actor Recommendation in Real-time....Pages 342-348
Measuring Perceived Causal Relationships Between Narrative Events with a Crowdsourcing Application on Mturk....Pages 349-355
Back Matter....Pages 357-358