| Description |
1 online resource (xvi, 342 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 12720 |
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LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI |
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Lecture notes in computer science ; 12720.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
COVID-related focus ; Malicious and low credibility URLs on Twitter during the AstraZeneca COVID-19 vaccine development / Sameera Horawalavithana, Ravindu De Silva, Mohamed Nabeel, Charitha Elvitigala, Primal Wijesekara, and Adriana Iamnitchi -- How political is the spread of COVID-19 in the United States? / Karan Vombatkere, Hanjia Lyu, and Jiebo Luo -- Applying an epidemiological model to evaluate the propagation of misinformation and legitimate COVID-19-related information on Twitter / Maryam Maleki, Mohammad Arani, Erik Buchholz, Esther Mead, and Nitin Agarwal -- Optimization of mitigation strategies during epidemics using offline reinforcement learning / Alina Vereshchaka and Nitin Kulkarni -- Mining online social media to drive psychologically valid agent models of regional Covid-19 mask wearing / Peter Pirolli, Kathleen M. Carley, Adam Dalton, Bonnie J. Dorr, Christian Lebiere, Michael K. Martin, Brodie Mather, Konstantinos Mitsopoulos, Mark Orr, and Tomek Strzalkowski -- Fine-grained analysis of the use of neutral and controversial terms for COVID-19 on social media / Long Chen, Hanjia Lyu, Tongyu Yang, Yu Wang, and Jiebo Luo -- |
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Methodologies ; Assessing bias in YouTube's video recommendation algorithm in a cross-lingual and cross-topical context / Baris Kirdemir, Joseph Kready, Esther Mead, Muhammad Nihal Hussain, Nitin Agarwal, and Donald Adjeroh -- Formal methods for an iterated volunteer's dilemma / Jacob Dineen, A. S. M. Ahsan-Ul Haque, and Matthew Bielskas -- Privacy preserving text representation learning using BERT / Walaa Alnasser, Ghazaleh Beigi, and Huan Liu -- GPU accelerated PMCMC algorithm with system dynamics modelling / Lujie Duan and Nathaniel Osgood -- An analysis of global news coverage of refugees using a big data approach / Veysel Yesilbas, Jose J. Padilla, and Erika Frydenlund -- An identity-based framework for generalizable hate speech detection / Joshua Uyheng and Kathleen M. Carley -- Using diffusion of innovations theory to study connective action campaigns / Billy Spann, Maryam Maleki, Esther Mead, Erik Buchholz, Nitin Agarwal, and Therese Williams -- Reinforcement learning for data poisoning on graph neural networks / Jacob Dineen, A. S. M. Ahsan-Ul Haque, and Matthew Bielskas -- |
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Social cybersecurity and social networks ; Simulating social-cyber maneuvers to deter disinformation campaigns / Janice T. Blane, J. D. Moffitt, and Kathleen M. Carley -- Studying the role of social bots during cyber flash mobs / Samer Al-khateeb, Madelyn Anderson, and Nitin Agarwal -- The integrated game transformation framework and cyberwar : what 2×2 games tell us about cyberattacks / Alexander L. Fretz, Jose J. Padilla, and Erika F. Frydenlund -- Bot-based emotion behavior differences in images during Kashmir black day event / Lynnette Hui Xian Ng and Kathleen M. Carley -- Using social network analysis to analyze development priorities of Moroccan institutions / Imane Khaouja, Ibtissam Makdoun, and Ghita Mezzour -- Influence dynamics among narratives / Akshay Aravamudan, Xi Zhang, Jihye Song, Stephen M. Fiore, and Georgios C. Anagnostopoulos -- Network structures and humanitarian need / Mackenzie Clark, Erika Frydenlund, and Jose J. Padilla -- Identifying shifts in collective attention to topics on social media / Yuzi He, Ashwin Rao, Keith Burghardt, and Kristina Lerman -- wapr.tugon.ph : a secure helpline for detecting psychosocial aid from reports of unlawful killings in the Philippines / Maria Regina Justina E. Estuar, John Noel C. Victorino, Christian E. Pulmano, Zachary Pangan, Meredith Jaslyn B. Alanano, Jerome Victor C. Celeres, John Loyd B. de Troz, Marlene M. De Leon, Yvonne McDermott Rees, Riza Batista-Navarro, and Lucita Lazo -- |
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Human and agent modeling ; Social-judgment-based modeling of opinion polarization in Chinese live streaming platforms / Yutao Chen -- Having a bad day? Detecting the impact of atypical events using wearable sensors / Keith Burghardt, Nazgol Tavabi, Emilio Ferrara, Shrikanth Narayanan, and Kristina Lerman -- Trusty ally or faithless snake : modeling the role of human memory and expectations in social exchange / Jonathan H. Morgan, Christian Lebiere, James Moody, and Mark G. Orr -- Examining the effects of face on human-AI cooperation / Akil A. Atkins, Matthew S. Brown, and Christopher L. Dancy -- Tweeting while pregnant : is online health communication about physical symptoms and emotions about the tweeter? / Julia M. Hormes, Laurie Beth Feldman, Eliza Barach, Vidhushini Srinivasan, and Samira Shaikh -- On the effect of social norms on performance in teams with distributed decision makers / Ravshanbek Khodzhimatov, Stephan Leitner, and Friederike Wall -- What makes a Turing award winner? / Zihe Zheng, Zhongkai Shangguan, and Jiebo Luo -- Kinetic action and radicalization : a case study of Pakistan / Brandon Shapiro and Andrew Crooks -- Multi-agent naïve utility calculus : intent recognition in the stag-hunt game / Lux Miranda and Ozlem Ozmen Garibay |
| Summary |
This book constitutes the proceedings of the 14th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2021, which was held online during October 18-21, 2020 due to the COVID-19 pandemic. 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 |
| Bibliography |
Includes bibliographical references at chapter ends, and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed July 8, 2021) |
| Subject |
Online social networks -- Psychological aspects -- Congresses
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Interactive computer systems -- Congresses
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Social networks -- Data processing -- Congresses
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Social networks -- Computer simulation -- Congresses
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Human behavior -- Computer simulation -- Congresses
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Human behavior -- Mathematical models -- Congresses
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Interpersonal relations -- Congresses
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Natural language processing (Computer science) -- Congresses
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Natural language processing (Computer science)
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Human behavior -- Mathematical models
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Human behavior -- Computer simulation
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Interactive computer systems
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Interpersonal relations
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Thomson, Robert (Professor of Behavioral Sciences), editor.
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Hussain, Muhammad Nihal. editor
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Dancy, Christopher L., editor.
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Pyke, Aryn. editor
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| ISBN |
9783030803872 |
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3030803872 |
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