| Description |
1 online resource (xvi, 410 pages) : illustrations (black and white) |
| Series |
Lecture Notes in Computer Science, 0302-9743 ; 10899 |
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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 ; 10899.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Advances in sociocultural and behavioral process modeling ; Multi-scale resolution of cognitive architectures : a paradigm for simulating minds and society / Mark G. Orr, Christian Lebiere, Andrea Stocco, Peter Pirolli, Bianica Pires, and William G. Kennedy -- Detecting betrayers in online environments using active indicators / Paola Rizzo, Chaima Jemmali, Alice Leung, Karen Haigh, and Magy Seif El-Nasr -- Forecasting gang homicides with multi-level multi-task learning / Nasrin Akhter, Liang Zhao, Desmond Arias, Huzefa Rangwala, and Naren Ramakrishnan -- Feature selection of post-graduation income of college students in the United States / Ewan Wright, Qiang Hao, Khaled Rasheed, and Yan Liu -- From language to location using multiple instance neural networks / Sneha Nagpaul and Huzefa Rangwala -- Detecting agreement and disagreement in political debates / Mahboubeh Ahmadalinezhad and Masoud Makrehchi -- Tipping points for norm change in human cultures / Soham De, Dana S. Nau, Xinyue Pan, and Michele J. Gelfand -- Model co-creation from a modeler's perspective : lessons learned from the collaboration between ethnographers and modelers / Jose J. Padilla, Erika Frydenlund, Hege Wallewik, and Hanne Haaland -- Multi-agent accumulator-based decision-making model of incivility (MADI) / Jordan Richard Schoenherr and Kim Nguyen -- Legislative voting dynamics in Ukraine / Thomas Magelinski and Kathleen M. Carley -- Stop words are not "nothing" : German modal particles and public engagement in social media / Fabian Rüsenberg, Andrew J. Hampton, Valerie L. Shalin, and Markus A. Feufel -- Beaten up on Twitter? Exploring fake news and satirical responses during the "Black Panther" movie event / Matthew Babcock, David M. Beskow, and Kathleen M. Carley -- #metoo through the lens of social media / Lydia Manikonda, Ghazaleh Beigi, Subbarao Kambhampati, and Huan Liu -- An agent-based model for false belief tasks : belief representation systematic approach (BRSA) / Zahrieh Yousefi, Dietmar Heinke, Ian Apperly, and Peer-Olaf Siebers -- |
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Information, systems, and network science ; Similar but different : exploiting users' congruity for recommendation systems / Ghazaleh Beigi and Huan Liu -- Mining help intent on Twitter during disasters via transfer learning with sparse coding / Bahman Pedrood and Hemant Purohit -- People2Vec : learning latent representations of users using their social-media activities / Sumeet Kumar and Kathleen M. Carley -- Finding organizational accounts based on structural and behavioral factors on Twitter / Sultan Alzahrani, Chinmay Gore, Amin Salehi, and Hasan Davulcu -- A study of how opinion sharing affects emergency evacuation / Aravinda Ramakrishnan Srinivasan, Farshad Salimi Naneh Karan, and Subhadeep Chakraborty -- Fine-scale prediction of people's home location using social media footprints / Hamdi Kavak, Daniele Vernon-Bido, and Jose J. Padilla -- Formal organizations, informal networks, and work flow : an agent-based model / Thomas W. Briggs -- Aspect level sentiment classification with attention-over-attention neural networks / Binxuan Huang, Yanglan Ou, and Kathleen M. Carley -- Analyzing social bots and their coordination during natural disasters / Tuja Khaund, Samer Al-Khateeb, Serpil Tokdemir, and Nitin Agarwal -- Sentiment dynamics of "The Chronicles of Narnia" and their ranking / Kaiyun Dai, Menglan Ma, and Jianbo Gao -- Sign prediction in signed social networks using inverse squared metric / Mahboubeh Ahmadalinezhad and Masoud Makrehchi -- Detecting and characterizing bot-like behavior on Twitter / SiHua Qi, Lulwah AlKulaib, and David A. Broniatowski -- Initializing agent-based models with clustering archetypes / Samaneh Saadat, Chathika Gunaratne, Nisha Baral, Gita Sukthankar, and Ivan Garibay -- |
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Applications for health and well-being ; Predicting alcoholism recovery from Twitter / Jennifer Golbeck -- The portrayal of quit emotions : content-sensitive analysis of peer interactions in an online community for smoking cessation / Vishnupriya Sridharan, Trevor Cohen, Nathan Cobb, and Sahiti Myneni -- Digilego : a standardized analytics-driven consumer-oriented connected health framework / Sahiti Myneni, Deevakar Rogith, and Amy Franklin -- Pain town, an agent-based model of opioid use trajectories in a small community / Georgiy Bobashev, Sam Goree, Jennifer Frank, and William Zule -- Assessing target audiences of digital public health campaigns : a computational approach / Robert F. Chew, Annice Kim, Vivian Chen, Paul Ruddle, and Antonio Morgan-Lopez -- Evaluating semantic similarity for adverse drug event narratives / Hameeduddin Irfan Khaja, Marie Abate, Wanhong Zheng, Ahmed Abbasi, and Donald Adjeroh -- |
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Military and intelligence applications ; Framing shifts of the Ukraine conflict in pro-Russian news media / Sultan Alzahrani, Nyunsu Kim, Mert Ozer, Scott W. Ruston, Jason Schlachter, and Steve R. Corman -- Turning narrative descriptions of individual behavior into network visualization and analysis : example of terrorist group dynamics / Georgiy Bobashev, Marc Sageman, Amanda Lewis Evans, John Wittenborn, and Robert F. Chew -- Terrorist network monitoring with identifying code / Arunabha Sen, Victoria Horan Goliber, Chenyang Zhou, and Kaustav Basu -- Implicit terrorist networks : a two-mode social network analysis of terrorism in India / Rithvik Yarlagadda, Diane Felmlee, Dinesh Verma, and Scott Gartner -- Complex networks for terrorist target prediction / Gian Maria Campedelli, Iain Cruickshank, and Kathleen M. Carley -- |
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Cybersecurity ; Searching for unknown unknowns : unsupervised bot detection to defeat an adaptive adversary / Peter A. Chew -- Using random string classification to filter and annotate automated accounts / David M. Beskow and Kathleen M. Carley -- Understanding cyber attack behaviors with sentiment information on social media / Kai Shu, Amy Sliva, Justin Sampson, and Huan Liu -- Social cyber-security / Kathleen M. Carley, Guido Cervone, Nitin Agarwal, and Huan Liu -- A computational model of cyber situational awareness / Geoffrey B. Dobson and Kathleen M. Carley -- Assessment of group dynamics during cyber crime through temporal network topology / Nima Asadi, Aunshul Rege, and Zoran Obradovic |
| Summary |
This volume consists of the proceedings of the 11th International Conference SBP-BRiMS 2018, held in Washington, DC, on July 10-13, 2018. The work presented at the Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP) Conference and the Behavioral Representation in Modeling and Simulation (BRiMS) Society's conference continued in the scholarly tradition of the past conferences. 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. The conference has a strong multidisciplinary heritage. 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 including, but not limited to, machine learning, language technology, social network analysis and visualization, agent-based simulation, and statistics |
| Bibliography |
Includes bibliographical references at chapter ends, and index |
| 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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Artificial intelligence.
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Information retrieval.
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Computer science.
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Software Engineering.
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Algorithms & data structures.
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Society & social sciences.
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Computers -- Intelligence (AI) & Semantics.
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Computers -- Information Technology.
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Computers -- Computer Science.
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Computers -- Software Development & Engineering -- General.
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Computers -- Information Theory.
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Computers -- Data Processing.
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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 |
Electronic books
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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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Dancy, Christopher L., editor.
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Hyder, Ayaz, editor.
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Bisgin, Halil. editor
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| ISBN |
9783319933726 |
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3319933728 |
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331993371X |
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9783319933719 |
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