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E-grāmata: Social Computing, Behavioral-Cultural Modeling and Prediction: 5th International Conference, SBP 2012, College Park, MD, USA, April 3-5, 2012, Proceedings

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 7227
  • Izdošanas datums: 20-Mar-2012
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783642290473
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 7227
  • Izdošanas datums: 20-Mar-2012
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783642290473

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This book constitutes the refereed proceedings of the 5th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, held in College Park, MD, USA, in April 2012. The 43 revised papers presented in this volume were carefully reviewed and selected from 76 submissions. The papers cover a wide range of topics including economics, public health, and terrorist activities, as well as utilize a broad variety of methodologies, e.g., machine learning, cultural modeling and cognitive modeling.
Consensus under Constraints: Modeling the Great English Vowel Shift 1(8)
Kiran Lakkaraju
Samarth Swarup
Les Gasser
A Study of Informational Support Exchanges in MedHelp Alcoholism Community 9(9)
Katherine Y. Chuang
Christopher C. Yang
Real-World Behavior Analysis through a Social Media Lens 18(9)
Mohammad-Ali Abbasi
Sun-Ki Chai
Huan Liu
Kiran Sagoo
The Mythology of Game Theory 27(8)
Mathew D. McCubbins
Mark Turner
Nicholas Weller
Crowdsourced Cyber Defense: Lessons from a Large-Scale, Game-Based Approach to Threat Identification on a Live Network 35(8)
Barton Paulhamus
Alison Ebaugh
C.C. Boylls
Nathan Bos
Sandy Hider
Stephen Giguere
How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage 43(10)
Yaniv Altshuler
Michael Fire
Nadav Aharony
Yuval Elovici
Alex Pentland
Cultural Consensus Theory: Aggregating Signed Graphs under a Balance Constraint 53(8)
Kalin Agrawal
William H. Batchelder
Using Organizational Similarity to Identify Statistical Interactions for Improving Situational Awareness of CBRN Activities 61(8)
David Melamed
Eric Schoon
Ronald Breiger
Victor Asal
R. Karl Rethemeyer
Opinion Dynamics in Gendered Social Networks: An Examination of Female Engagement Teams in Afghanistan 69(9)
Thomas W. Moore
Patrick D. Finley
Ryan J. Hammer
Robert J. Glass
Socio-cultural Evolution of Opinion Dynamics in Networked Societies 78(9)
Subhadeep Chakraborty
Matthew M. Mench
A Comparative Study of Smoking Cessation Intervention Programs on Social Media 87(10)
Mi Zhang
Christopher C. Yang
Jiexun Li
Trends Prediction Using Social Diffusion Models 97(8)
Yaniv Altshuler
Wei Pan
Alex Pentland
Towards Democratic Group Detection in Complex Networks 105(9)
Michele Coscia
Fosca Giannotti
Dino Pedreschi
Addiction Dynamics May Explain the Slow Decline of Smoking Prevalence 114(9)
Gaurav Tuli
Madhav Marathe
S.S. Ravi
Samarth Swamp
Love All, Trust a Few: Link Prediction for Trust and Psycho-social Factors in MMOs 123(8)
Muhammad Aurangzeb Ahmad
Zoheb Borbora
Jaideep Srivastava
Noshir Contractor
Effect of In/Out-Degree Correlation on Influence Degree of Two Contrasting Information Diffusion Models 131(8)
Kouzou Ohara
Kazumi Saito
Masahiro Kimura
Hiroshi Motoda
A Computer-in-the-Loop Approach for Detecting Bullies in the Classroom 139(8)
Juan F. Mantilla-Caceres
Wen Pu
Eyal Amir
Dorothy Espelage
Beyond Validation: Alternative Uses and Associated Assessments of Goodness for Computational Social Models 147(9)
Jessica Glicken Turnley
Peter A. Chew
Aaron S. Perls
Predicting Recent Links in FOAF Networks 156(8)
Hung-Hsuan Chen
Liang Gou
Xiaolong Zhang
C. Lee Giles
Mapping the Twitterverse in the Developing World: An Analysis of Social Media Use in Nigeria 164(8)
Clayton Fink
Jonathon Kopecky
Nathan Bos
Max Thomas
Modeling Infection with Multi-agent Dynamics 172(8)
Wen Dong
Katherine Heller
Alex Pentland
Dynamic Multi-chain Graphical Model for Psychosocial and Behavioral Profiles in Childhood Obesity 180(8)
Edward H. Ip
Qiang Zhang
Don Williamson
The Imperative for Social Competency Prediction 188(8)
Robert Hubal
Partitioning Signed Bipartite Graphs for Classification of Individuals and Organizations 196(9)
Sujogya Banerjee
Kaushik Sarkar
Sedat Gokalp
Arunabha Sen
Hasan Davulcu
Information and Attitude Diffusion in Networks 205(9)
Wai-Tat Fu
Q. Vera Liao
Using Mixed-Mode Networks to Disentangle Multiple Sources of Social Influence 214(8)
Kayo Fujimoto
Implicit Group Membership Detection in Online Text: Analysis and Applications 222(9)
Jeffrey Ellen
Joan Kaina
Shibin Parameswaran
Automatic Crime Prediction Using Events Extracted from Twitter Posts 231(8)
Xiaofeng Wang
Matthew S. Gerber
Donald E. Brown
Dynamic, Covert Network Simulation 239(9)
Patrick O'Neil
Computing the Value of a Crowd 248(8)
Manas S. Hardas
Lisa Purvis
Mnemonic Convergence: From Empirical Data to Large-Scale Dynamics 256(10)
Alin Coman
Andreas Kolling
Michael Lewis
William Hirst
Sizing Strategies in Scarce Environments 266(8)
Michael D. Mitchell
Walter E. Beyeler
Robert E. Glass
Matthew Antognoli
Thomas W. Moore
Applying System Dynamics to Military Operations 274(8)
Corey Lofdahl
Lessons Learned in Using Social Media for Disaster Relief-ASU Crisis Response Game 282(8)
Mohammad-Ali Abbasi
Shamanth Kumar
Jose Augusto Andrade Filho
Huan Liu
Intergroup Prisoner's Dilemma with Intragroup Power Dynamics and Individual Power Drive 290(8)
Ion Juvina
Christian Lebiere
Cleotilde Gonzalez
Muniba Saleem
Modeling South African Service Protests Using the National Operational Environment Model 298(8)
Chris Thron
John Salerno
Adam Kwiat
Philip Dexter
Jason Smith
Modeling and Estimating Individual and Population Obesity Dynamics 306(8)
Hazhir Rahmandad
Nasim S. Sabounchi
Creating Interaction Environments: Defining a Two-Sided Market Model of the Development and Dominance of Platforms 314(8)
Walter E. Beyeler
Andjelka Kelic
Patrick D. Finley
Munaf Aamir
Alexander Outkin
Stephen Conrad
Michael D. Mitchell
Vanessa Vargas
The Impact of Attitude Resolve on Population Wide Attitude Change 322(9)
Craig M. Vineyard
Kiran Lakkaraju
Joseph Collard
Stephen J. Verzi
The Impact of Network Structure on the Perturbation Dynamics of a Multi-agent Economic Model 331(8)
Marshall A. Kuypers
Walter E. Beyeler
Robert J. Glass
Matthew Antognoli
Michael D. Mitchell
Robust Recommendations Using Regularized Link Analysis of Browsing Behavior Graphs 339(9)
Shinya Naito
Koji Eguchi
Whodunit? Collective Trust in Virtual Interactions 348(9)
Shuyuan Mary Ho
Issam Ahmed
Roberto Salome
Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents 357(8)
Madian Khabsa
Sharon Koppman
C. Lee Giles
Author Index 365