Social, cultural, and behavioral modeling : 13th International Conference, SBP-BRiMS 2020, Washington, DC, USA, October 18-21, 2020, proceedings /
Social, cultural, and behavioral modeling : 13th International Conference, SBP-BRiMS 2020, Washington, DC, USA, October 18-21, 2020, proceedings /
13th International Conference, SBP-BRiMS 2020, Washington, DC, USA, October 18-21, 2020, proceedings SBP-BRiMS 2020 Proceedings
Robert Thomson, Halil Bisgin, Christopher Dancy, Ayaz Hyder, Muhammad Hussain (eds.).
- 1 online resource (xv, 352 pages) : illustrations (some color)
- Lecture notes in computer science ; 12268 LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI .
- Lecture notes in computer science ; 12268. LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. .
Includes bibliographic references at chapter ends, and author index.
Beyond words : comparing structure, emoji use, and consistency across social media posts / Bot impacts on public sentiment and community structures : comparative analysis of three elections in the Asia-Pacific / Understanding colonial legacy and environmental issues in Senegal through language use / Deploying system dynamics models for disease surveillance in the Philippines / MDR cluster-debias : a nonlinear word embedding debiasing pipeline / Modeling interventions for insider threat / Validating social media monitoring : statistical pitfalls and opportunities from public opinion / Lying about lying on social media : a case study of the 2019 Canadian elections / Breadth verses depth : the impact of tree structure on cultural influence / Optimizing attention-aware opinion seeding strategies / Polarizing tweets on climate change / Characterizing sociolinguistic variation in the competing vaccination communities / On countering disinformation with caution : effective inoculation strategies and others that backfire into community hyper-polarization / Homicidal event forecasting and interpretable analysis using hierarchical attention model / Development of a hybrid machine learning agent based model for optimization and interpretability / Canadian federal election and hashtags that do not belong / Group formation theory at multiple scales / Melanie Swartz, Andrew Crooks, and Arie Croitoru -- Joshua Uyheng and Kathleen M. Carley -- Kamwoo Lee, Jeanine Braithwaite, and Michel Atchikpa -- Joshua Uyheng, Christian E. Pulmano, and Ma. Regina Justina Estuar -- Yuhao Du and Kenneth Joseph -- Luke J. Osterritter and Kathleen M. Carley -- Michael C. Smith, Thomas A. Mazzuchi, and David A. Broniatowski -- Catherine King, Daniele Bellutta, and Kathleen M. Carley -- Rhodri L. Morris, Liam D. Turner, Roger M. Whitaker, and Cheryl Giammanco -- Charles E. Martin, Dana Warmsley, and Samuel D. Johnson -- Aman Tyagi, Matthew Babcock, Kathleen M. Carley, and Douglas C. Sicker -- Shahan Ali Memon, Aman Tyagi, David R. Mortensen, and Kathleen M. Carley -- Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, and Ivan Garibay -- Angeela Acharya, Jitin Krishnan, Desmond Arias, and Huzefa Rangwala -- Paul Cummings and Andrew Crooks -- Thomas Magelinski, Mihovil Bartulovic, and Kathleen M. Carley -- 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 / Developing graph theoretic techniques to identify amplification and coordination activities of influential sets of users / Detecting online hate speech : approaches using weak supervision and network embedding models / Critical spatial clusters for vaccine preventable diseases / Multi-cause discrimination analysis using potential outcomes / Twitter is the megaphone of cross-platform messaging on the white helmets / Learning behavioral representations from wearable sensors / The rise and fall of humanitarian citizen initiatives : a simulation-based approach / Developing an epidemiological model to study spread of toxicity on YouTube / Predicting student flight performance with multimodal features / A game-transformation-based framework to understand initial conditions and outcomes in the context of cyber-enabled influence operations (CIOs) / The human resource management parameter experimentation tool / Utilizing Python for agent-based modeling : the Mesa framework / Strategic information operation in YouTube : the case of the white helmets / Artifacts of crisis : textual analysis of Euromaidan / Modeling decisions from experience among frequent and infrequent switchers via strategy-based and instance-based models / Geoffrey B. Dobson and Kathleen M. Carley -- Mustafa Alassad, Muhammad Nihal Hussain, and Nitin Agarwal -- Michael Ridenhour, Arunkumar Bagavathi, Elaheh Raisi, and Siddharth Krishnan -- Jose Cadena, Achla Marathe, and Anil Vullikanti -- Wen Huang, Yongkai Wu, and Xintao Wu -- Sameera Horawalavithana, Kin Wai Ng, and Adriana Iamnitchi -- Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, and Kristina Lerman -- Erika Frydenlund, Jose Padilla, Hanne Haaland, and Hege Wallevik -- Adewale Obadimu, Esther Mead, Maryam Maleki, and Nitin Agarwal -- Zerong Xi, Olivia Newton, Greg McGowin, Gita Sukthankar, Steve Fiore, and Kevin Oden -- Girish Sreevatsan Nandakumar and Jose Padilla -- Carmen Iasiello, Andrew Crooks, and Sarah Wittman -- Jackie Kazil, David Masad, and Andrew Crooks -- Nazim Choudhury, Kin Wai Ng, and Adriana Iamnitchi -- Thomas Magelinski, Zachary K. Stine, Thomas Marcoux, Nitin Agarwal, and Kathleen M. Carley -- Neha Sharma and Varun Dutt.
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.
9783030612559 3030612554
10.1007/978-3-030-61255-9 doi
Springer
Online social networks--Psychological aspects--Congresses.
Interactive computer systems--Congresses.
Social networks--Data processing--Congresses.
Social networks--Computer simulation--Congresses.
Human behavior--Computer simulation--Congresses.
Human behavior--Mathematical models--Congresses.
Interpersonal relations--Congresses.
Natural language processing (Computer science)--Congresses.
Application software--Congresses.
Computer security--Congresses.
Computer networks--Congresses.
Natural language processing (Computer science)
Computer security.
Application software.
Computer networks.
Natural Language Processing
Computer Security
Computer Communication Networks
Réseaux sociaux (Internet)--Aspect psychologique--Congrès.
Traitement automatique des langues naturelles.
Systèmes conversationnels (Informatique)--Congrès.
Logiciels d'application.
Sécurité informatique.
Réseaux d'ordinateurs.
Réseaux sociaux--Informatique--Congrès.
Réseaux sociaux--Simulation par ordinateur--Congrès.
Comportement humain--Simulation par ordinateur--Congrès.
Comportement humain--Modèles mathématiques--Congrès.
Traitement automatique des langues naturelles--Congrès.
Logiciels d'application--Congrès.
Sécurité informatique--Congrès.
Réseaux d'ordinateurs--Congrès.
Human behavior--Mathematical models
Human behavior--Computer simulation
Interpersonal relations
Interactive computer systems
Application software
Computer networks
Computer security
Natural language processing (Computer science)
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
HM742 QA76.76.A65
006.7/54 004
Includes bibliographic references at chapter ends, and author index.
Beyond words : comparing structure, emoji use, and consistency across social media posts / Bot impacts on public sentiment and community structures : comparative analysis of three elections in the Asia-Pacific / Understanding colonial legacy and environmental issues in Senegal through language use / Deploying system dynamics models for disease surveillance in the Philippines / MDR cluster-debias : a nonlinear word embedding debiasing pipeline / Modeling interventions for insider threat / Validating social media monitoring : statistical pitfalls and opportunities from public opinion / Lying about lying on social media : a case study of the 2019 Canadian elections / Breadth verses depth : the impact of tree structure on cultural influence / Optimizing attention-aware opinion seeding strategies / Polarizing tweets on climate change / Characterizing sociolinguistic variation in the competing vaccination communities / On countering disinformation with caution : effective inoculation strategies and others that backfire into community hyper-polarization / Homicidal event forecasting and interpretable analysis using hierarchical attention model / Development of a hybrid machine learning agent based model for optimization and interpretability / Canadian federal election and hashtags that do not belong / Group formation theory at multiple scales / Melanie Swartz, Andrew Crooks, and Arie Croitoru -- Joshua Uyheng and Kathleen M. Carley -- Kamwoo Lee, Jeanine Braithwaite, and Michel Atchikpa -- Joshua Uyheng, Christian E. Pulmano, and Ma. Regina Justina Estuar -- Yuhao Du and Kenneth Joseph -- Luke J. Osterritter and Kathleen M. Carley -- Michael C. Smith, Thomas A. Mazzuchi, and David A. Broniatowski -- Catherine King, Daniele Bellutta, and Kathleen M. Carley -- Rhodri L. Morris, Liam D. Turner, Roger M. Whitaker, and Cheryl Giammanco -- Charles E. Martin, Dana Warmsley, and Samuel D. Johnson -- Aman Tyagi, Matthew Babcock, Kathleen M. Carley, and Douglas C. Sicker -- Shahan Ali Memon, Aman Tyagi, David R. Mortensen, and Kathleen M. Carley -- Amirarsalan Rajabi, Chathika Gunaratne, Alexander V. Mantzaris, and Ivan Garibay -- Angeela Acharya, Jitin Krishnan, Desmond Arias, and Huzefa Rangwala -- Paul Cummings and Andrew Crooks -- Thomas Magelinski, Mihovil Bartulovic, and Kathleen M. Carley -- 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 / Developing graph theoretic techniques to identify amplification and coordination activities of influential sets of users / Detecting online hate speech : approaches using weak supervision and network embedding models / Critical spatial clusters for vaccine preventable diseases / Multi-cause discrimination analysis using potential outcomes / Twitter is the megaphone of cross-platform messaging on the white helmets / Learning behavioral representations from wearable sensors / The rise and fall of humanitarian citizen initiatives : a simulation-based approach / Developing an epidemiological model to study spread of toxicity on YouTube / Predicting student flight performance with multimodal features / A game-transformation-based framework to understand initial conditions and outcomes in the context of cyber-enabled influence operations (CIOs) / The human resource management parameter experimentation tool / Utilizing Python for agent-based modeling : the Mesa framework / Strategic information operation in YouTube : the case of the white helmets / Artifacts of crisis : textual analysis of Euromaidan / Modeling decisions from experience among frequent and infrequent switchers via strategy-based and instance-based models / Geoffrey B. Dobson and Kathleen M. Carley -- Mustafa Alassad, Muhammad Nihal Hussain, and Nitin Agarwal -- Michael Ridenhour, Arunkumar Bagavathi, Elaheh Raisi, and Siddharth Krishnan -- Jose Cadena, Achla Marathe, and Anil Vullikanti -- Wen Huang, Yongkai Wu, and Xintao Wu -- Sameera Horawalavithana, Kin Wai Ng, and Adriana Iamnitchi -- Nazgol Tavabi, Homa Hosseinmardi, Jennifer L. Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, and Kristina Lerman -- Erika Frydenlund, Jose Padilla, Hanne Haaland, and Hege Wallevik -- Adewale Obadimu, Esther Mead, Maryam Maleki, and Nitin Agarwal -- Zerong Xi, Olivia Newton, Greg McGowin, Gita Sukthankar, Steve Fiore, and Kevin Oden -- Girish Sreevatsan Nandakumar and Jose Padilla -- Carmen Iasiello, Andrew Crooks, and Sarah Wittman -- Jackie Kazil, David Masad, and Andrew Crooks -- Nazim Choudhury, Kin Wai Ng, and Adriana Iamnitchi -- Thomas Magelinski, Zachary K. Stine, Thomas Marcoux, Nitin Agarwal, and Kathleen M. Carley -- Neha Sharma and Varun Dutt.
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.
9783030612559 3030612554
10.1007/978-3-030-61255-9 doi
Springer
Online social networks--Psychological aspects--Congresses.
Interactive computer systems--Congresses.
Social networks--Data processing--Congresses.
Social networks--Computer simulation--Congresses.
Human behavior--Computer simulation--Congresses.
Human behavior--Mathematical models--Congresses.
Interpersonal relations--Congresses.
Natural language processing (Computer science)--Congresses.
Application software--Congresses.
Computer security--Congresses.
Computer networks--Congresses.
Natural language processing (Computer science)
Computer security.
Application software.
Computer networks.
Natural Language Processing
Computer Security
Computer Communication Networks
Réseaux sociaux (Internet)--Aspect psychologique--Congrès.
Traitement automatique des langues naturelles.
Systèmes conversationnels (Informatique)--Congrès.
Logiciels d'application.
Sécurité informatique.
Réseaux d'ordinateurs.
Réseaux sociaux--Informatique--Congrès.
Réseaux sociaux--Simulation par ordinateur--Congrès.
Comportement humain--Simulation par ordinateur--Congrès.
Comportement humain--Modèles mathématiques--Congrès.
Traitement automatique des langues naturelles--Congrès.
Logiciels d'application--Congrès.
Sécurité informatique--Congrès.
Réseaux d'ordinateurs--Congrès.
Human behavior--Mathematical models
Human behavior--Computer simulation
Interpersonal relations
Interactive computer systems
Application software
Computer networks
Computer security
Natural language processing (Computer science)
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
HM742 QA76.76.A65
006.7/54 004