TY - BOOK AU - Thomson,Robert AU - Bisgin,Halil AU - Dancy,Christopher L. AU - Hyder,Ayaz AU - Hussain,Muhammad Nihal ED - International Conference on Social Computing Behavioral-Cultural Modeling, and Prediction and Behavior Representation in Modeling and Simulation TI - Social, cultural, and behavioral modeling: 13th International Conference, SBP-BRiMS 2020, Washington, DC, USA, October 18-21, 2020, proceedings T2 - Lecture notes in computer science SN - 9783030612559 AV - HM742 U1 - 006.7/54 23 PY - 2020/// CY - Cham PB - Springer Nature Switzerland AG KW - Online social networks KW - Psychological aspects KW - Congresses KW - Interactive computer systems KW - Social networks KW - Data processing KW - Computer simulation KW - Human behavior KW - Mathematical models KW - Interpersonal relations KW - Natural language processing (Computer science) KW - Application software KW - Computer security KW - Computer networks KW - Natural Language Processing KW - Computer Security KW - Computer Communication Networks KW - Réseaux sociaux (Internet) KW - Aspect psychologique KW - Congrès KW - Traitement automatique des langues naturelles KW - Systèmes conversationnels (Informatique) KW - Logiciels d'application KW - Sécurité informatique KW - Réseaux d'ordinateurs KW - Réseaux sociaux KW - Informatique KW - Simulation par ordinateur KW - Comportement humain KW - Modèles mathématiques KW - fast KW - Congress KW - proceedings (reports) KW - aat KW - Conference papers and proceedings KW - lcgft KW - Actes de congrès KW - rvmgf N1 - Includes bibliographic references at chapter ends, and author index; Beyond words : comparing structure, emoji use, and consistency across social media posts; Melanie Swartz; Andrew Crooks, and; Arie Croitoru --; Bot impacts on public sentiment and community structures : comparative analysis of three elections in the Asia-Pacific; Joshua Uyheng and; Kathleen M. Carley --; Understanding colonial legacy and environmental issues in Senegal through language use; Kamwoo Lee; Jeanine Braithwaite, and; Michel Atchikpa --; Deploying system dynamics models for disease surveillance in the Philippines; Joshua Uyheng; Christian E. Pulmano, and; Ma. Regina Justina Estuar --; MDR cluster-debias : a nonlinear word embedding debiasing pipeline; Yuhao Du and; Kenneth Joseph --; Modeling interventions for insider threat; Luke J. Osterritter and; Kathleen M. Carley --; Validating social media monitoring : statistical pitfalls and opportunities from public opinion; Michael C. Smith; Thomas A. Mazzuchi, and; David A. Broniatowski --; Lying about lying on social media : a case study of the 2019 Canadian elections; Catherine King; Daniele Bellutta, and; Kathleen M. Carley --; Breadth verses depth : the impact of tree structure on cultural influence; Rhodri L. Morris; Liam D. Turner; Roger M. Whitaker, and; Cheryl Giammanco --; Optimizing attention-aware opinion seeding strategies; Charles E. Martin; Dana Warmsley, and; Samuel D. Johnson --; Polarizing tweets on climate change; Aman Tyagi; Matthew Babcock; Kathleen M. Carley, and; Douglas C. Sicker --; Characterizing sociolinguistic variation in the competing vaccination communities; Shahan Ali Memon; Aman Tyagi; David R. Mortensen, and; Kathleen M. Carley --; On countering disinformation with caution : effective inoculation strategies and others that backfire into community hyper-polarization; Amirarsalan Rajabi; Chathika Gunaratne; Alexander V. Mantzaris, and; Ivan Garibay --; Homicidal event forecasting and interpretable analysis using hierarchical attention model; Angeela Acharya; Jitin Krishnan; Desmond Arias, and; Huzefa Rangwala --; Development of a hybrid machine learning agent based model for optimization and interpretability; Paul Cummings and; Andrew Crooks --; Canadian federal election and hashtags that do not belong; Thomas Magelinski; Mihovil Bartulovic, and; Kathleen M. Carley --; Group formation theory at multiple scales; Casey Doyle; Asmeret Naugle; Michael Bernard; Kiran Lakkaraju; Robert Kittinger; Matthew Sweitzer, and; Fred Rothganger --; Towards agent validation of a military cyber team performance simulation; Geoffrey B. Dobson and; Kathleen M. Carley --; Developing graph theoretic techniques to identify amplification and coordination activities of influential sets of users; Mustafa Alassad; Muhammad Nihal Hussain, and; Nitin Agarwal --; Detecting online hate speech : approaches using weak supervision and network embedding models; Michael Ridenhour; Arunkumar Bagavathi; Elaheh Raisi, and; Siddharth Krishnan --; Critical spatial clusters for vaccine preventable diseases; Jose Cadena; Achla Marathe, and; Anil Vullikanti --; Multi-cause discrimination analysis using potential outcomes; Wen Huang; Yongkai Wu, and; Xintao Wu --; Twitter is the megaphone of cross-platform messaging on the white helmets; Sameera Horawalavithana; Kin Wai Ng, and; Adriana Iamnitchi --; Learning behavioral representations from wearable sensors; Nazgol Tavabi; Homa Hosseinmardi; Jennifer L. Villatte; Andrés Abeliuk; Shrikanth Narayanan; Emilio Ferrara, and; Kristina Lerman --; The rise and fall of humanitarian citizen initiatives : a simulation-based approach; Erika Frydenlund; Jose Padilla; Hanne Haaland, and; Hege Wallevik --; Developing an epidemiological model to study spread of toxicity on YouTube; Adewale Obadimu; Esther Mead; Maryam Maleki, and; Nitin Agarwal --; Predicting student flight performance with multimodal features; Zerong Xi; Olivia Newton; Greg McGowin; Gita Sukthankar; Steve Fiore, and; Kevin Oden --; A game-transformation-based framework to understand initial conditions and outcomes in the context of cyber-enabled influence operations (CIOs); Girish Sreevatsan Nandakumar and; Jose Padilla --; The human resource management parameter experimentation tool; Carmen Iasiello; Andrew Crooks, and; Sarah Wittman --; Utilizing Python for agent-based modeling : the Mesa framework; Jackie Kazil; David Masad, and; Andrew Crooks --; Strategic information operation in YouTube : the case of the white helmets; Nazim Choudhury; Kin Wai Ng, and; Adriana Iamnitchi --; Artifacts of crisis : textual analysis of Euromaidan; Thomas Magelinski; Zachary K. Stine; Thomas Marcoux; Nitin Agarwal, and; Kathleen M. Carley --; Modeling decisions from experience among frequent and infrequent switchers via strategy-based and instance-based models; Neha Sharma and; Varun Dutt N2 - This book constitutes the proceedings of the 13th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2020, which was planned to take place in Washington, DC, USA. Due to the COVID-19 pandemic the conference was held online during October 18-21, 2020. The goal of this conference is to build this new community of social cyber scholars by bringing together and fostering interaction between members of the scientific, corporate, government, and military communities interested in understanding, forecasting, and impacting human sociocultural behavior. It is the charge of this community to build this new science, its theories, methods, and its scientific culture in a way that does not give priority to either social science or computer science, and to embrace change as the cornerstone of the community. As the papers in this volume show, people, theories, methods, and data from a wide number of disciplines are represented including computer science, psychology, sociology, communication science, public health, bioinformatics, political science, and organizational science. Numerous types of computational methods are used, such as machine learning, language technology, social network analysis and visualization, agent-based simulation, and statistics UR - https://link.springer.com/10.1007/978-3-030-61255-9 ER -