Social, Cultural, and Behavioral Modeling: 11th International Conference, Sbp-Brims 2018, Washington, DC, Usa, July 10-13, 2018, Proceedings

ISBN-13: 9783319933719 / Angielski / Miękka / 2018 / 410 str.

Halil Bisgin; Christopher Dancy; Ayaz Hyder

Opis

This book constitutes the proceedings of the 11th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2018, held in Washington, DC, USA, in July 2018. The contributions were organized in topical sections named: advances in sociocultural and behavioral process modeling;

Spis treści

Advances in Sociocultural & Behavioral Process Modeling.- Multi-Scale Resolution of Cognitive Architectures: A Paradigm for Simulating Minds and Society.- Detecting Betrayers in On-line Environments Using Active Indicators.- Forecasting Gang Homicides with Multi-level Multi-task Learning.- Feature Selection of Post-Graduation Income of College Students in the United States.- From Language to Location Using Multiple Instance Neural Networks.- Detecting Agreement and Disagreement in Political Debates.- Tipping Points for Norm Change in Human Cultures.- Model Co-Creation from a Modeler’s Perspective: Lessons Learned from the Collaboration between Ethnographers and Modelers.- Multi-Agent Accumulator-Based Decision-Making Model of Incivility (MADI).- Legislative Voting Dynamics in Ukraine.- Stop Words Are Not “Nothing”: German Modal Particles and Public Engagement in Social Media.- Beaten Up on Twitter?: Exploring Fake News and Satirical Responses during Marvel’s Black Panther Movie Event.- #metoo through the Lens of Social Media.- Information, Systems, and Network Science.- Similar but Different: Exploiting Users' Congruity for Recommendation Systems.- Mining Help Intent on Twitter during Disasters via Transfer Learning with Sparse Coding.- People2Vec: Learning Latent Representations of Users using Their Social-Media Activities.- Finding Organizational Accounts Based on Structural and Behavioral Factors on Twitter.- A study of how opinion sharing affects emergency evacuation.- Fine-Scale Prediction of People’s Home Location using Social Media Footprints.- Formal Organizations, Informal Networks, and Work Flow: An Agent-Based Model.- Aspect Level Sentiment Classification with Attention-over-Attention Neural Net-works.- Analyzing Social Bots and their Coordination during Natural Disasters.- Sentiment dynamics of The Chronicles of Narnia and their ranking.- Sign Prediction in Signed Social Networks Using Inverse Squared Metric.- Detecting and Characterizing Bot-Like Behavior on Twitter.- Initializing Agent-based Models with Clustering Archetypes.- Applications for Health and Well-being.- Predicting Alcoholism Recovery from Twitter.- The Portrayal of Quit Emotions: Content-sensitive Analysis of Peer Interactions in an Online Community for Smoking Cessation.- Digilego: A Standardized Analytics-driven Consumer-oriented Connected Health Framework.- Pain Town, an Agent-Based Model of Opioid Use Trajectories in a Small Community.- Assessing Target Audiences of Digital Public Health Campaigns: A Computational Approach.- Evaluating Semantic Similarity for Adverse Drug Event Narratives.- Military and Intelligence Applications Framing Shifts of the Ukraine Conflict in pro-Russian News Media.- Turning Narrative Descriptions of Individual Behavior into Network Visualization and Analysis: Example of Terrorist Group Dynamics.- Terrorist Network Monitoring with Identifying Code. -Implicit Terrorist Networks: A Two-Mode Social Network Analysis of Terrorism in India.- Complex Networks for Terrorist Target Prediction.- Cybersecurity.- Searching for Unknown Unknowns: Unsupervised Bot Detection to Defeat an Adaptive Adversary.- Using Random String Classification to Filter and Annotate Automated Accounts.- Understanding Cyber Attack Behaviors with Sentiment Information on Social Media.- Social Cyber-Security.- A Computational Model of Cyber Situational Awareness.- Assessment of Group Dynamics During Cyber Crime Through Temporal Network Topology.- Addendum.- An Agent-Based Model for False Belief Tasks: Belief Representation Systematic Approach (BRSA).