2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation
July 5-8, 2017, Lehman Auditorium, George Washington University, Washington DC, USA

Wednesday, July 5, 2017

Time Tutorial Sessions
Registration begins at 8am
Morning Tutorials
8:30am - 11:30am

Matrix Methods for Social Network Analysis Data: Practical Applications of Excel
Nicole Fernandez

Collecting and Data Mining Online Text Data
Daniel Kercherner, Justin Littman, Laura Wrubel and David A. Broniatowski

Geo-spatial and Temporal Analytics and Visualization for Networks
L. Richard Carley, Carnegie Mellon University; Netanomics

11:30am - 12pmLunch (box lunches available for those attending a tutorial or presenting a tutorial)
Afternoon Tutorials
12:00pm - 3:00pm

Social Cyber Forensics: Discovering Hidden Connections, Information Flows, and Information Actors in the Modern Information Environment
Nitin Agarwal, Samer Al-khateeb, and Muhammad Nihal Hussein

Integrating Simulation Modeling, Signal Processing and Machine Learning in the Study of Large Social Systems
Dong Wen

Network Analysis and Visualization using ORA
Jeff Reminga

Late Afternoon Tutorials
3:30pm - 6:30pm

Anti-discrimination Learning: A Casual Modeling-based Framework
Lu Zhang, Yongkai Wu, and Xintao Wu

Agent Based Simulation and Meta-Modeling
Geoffrey Morgan

Social Influence and Groups in Twitter
Kathleen M. Carley

Thursday, July 6, 2017 - Tentative Conference Day 1

(Download a PDF of the agenda here.)
Time Sessions
Registration begins at 8:00am
8:45am-9:00am
Welcome by Conference Chair and George Washington Dean of Engineering - David Dolling
Keynote
9:00am-10:30am
5-minutes Intro
50-minutes Talk
30-minutes Questions
Major General John Ferrari

Fake News and the Future of Warfare

10:30am-11:00am
Break
Dual Track Session 1
11:00am-12:00pm
Session 1A - Talks on the Election / Chair - Vito D'Orazio Session 1B - Demo Track #1 / Chair - Dong Wen
For those wishing to participate in the Demo Track on Thursday July 6th, tables will be set up for you to present. You should bring all software and materials you need to demo your software.

11:00am-11:30am
Zhiwei Jin, Juan Cao, Han Guo, Yongdong Zhang, Yu Wang and Jiebo Luo. "Detection and Analysis of 2016 US Presidential Election Related Rumors on Twitter"

11:30am-12:00pm
Yu Wang. "Inferring Follower Preferences in the 2016 U.S. Presidential Primaries Using Sparse Learning"
12:00pm-12:10pm Doctoral Consortium Members - 1 Minute Presentations
12:10pm-1:30pm Lunch
Session 2
1:30pm-3:30pm
Behavior Prediction / Chair - David Broniatowski

1:30pm-2:00pm
Juan Fernandez-Gracia, Jukka-Pekka Onnela, Michael Barnett, Victor M Eguiluz and Nicholas Christakis. "Spread of pathogens in the patient transfer network of US hospitals"

2:00pm-2:30pm
Antonio Luca Alfeo, Mario Giovanni C.A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland and Gigliola Vaglini. "Stigmergy-based modeling to discover urban activity patterns from positioning data"

2:30pm-3:00pm
Binxuan Huang and Kathleen Carley. "On Predicting Geolocation of Tweets using Convolutional Neural Network"

3:00pm-3:30pm
Xuefeng Peng and Jiebo Luo. "Large-Scale Sleep Condition Analysis Using Selfies from Social Media"
3:30pm-4:00pm
Break
Triple Track Session 3
4:00pm-5:30pm

Session 3A - Cybersecurity / Chair - Dongwon Lee Session 3B - Methodology / Chair - Fred Morstatter

4:00pm-4:15pm
Adam Tse and Kathleen M. Carley. "Event-based Model Simulating the Change in DDoS Attack Trends after P/DIME Events" Mohiuddin Solaimani, Sayeed Salam, Latifur Khan, Patrick Brandt and Vito D'Orazio. "Automatic Political Actor Recommendation in Real-Time"

4:15pm-4:30pm
Geoffrey Dobson and Kathleen Carley. "Cyber-FIT: An Agent-Based Modelling Approach to Simulating Cyber Warfare" Marek Laskowski. "A Blockchain-Enabled Participatory Decision Support Framework"

4:30pm-4:45pm
Amy Sliva, Sean Guarino, Peter Weyhrauch, Peter Galvin, Dan Mitchell, Joseph Campolongo and Jason Taylor. "Hybrid Modeling of Cyber Adversary Behavior" Alireza Hajibagheri, Gita Sukthankar and Kiran Lakkaraju. "Extracting Information from Negative Interactions in Multiplex Networks using Mutual Information"

4:45pm-5:00pm
Aunshul Rege, Zoran Obradovic, Nima Asadi, Edward Parker, Nicholas Masceri, Brian Singer and Rohan Pandit. "Using a Real-Time Cybersecurity Exercise Case Study to Understand Temporal Characteristics of Cyberattacks" Xiaoran Yan, Shanghua Teng and Kristina Lerman. "Multi-layer Network Composition under a Unified Dynamical Process"

5:00pm-5:15pm
Samer Al-Khateeb, Muhammad Nihal Hussain and Nitin Agarwal. "Social Cyber Forensics Approach to Study Twitter's and Blogs' Influence on Propaganda Campaigns" Pål Sundsøy. "Predicting Illiteracy with Standard Mobile Phone Logs"

5:15pm-5:30pm
Peter Chew and Jessica Turnley. "Understanding Russian Information Operations using Unsupervised Multilingual Topic Modeling" Ma Regina Justina E. Estuar, Rey Rodrigueza, John Noel Victorino, Marlene De Leon and John Clifford Rosales. "Agent-based Modeling Approach in Understanding Behavior During Disasters: Capturing and Measuring Response and Rescue Behavior in eBayanihan Disasters Management Platform"
Session 3C - Challenge Presentations
3:00pm-5:30pm
Closed for Videotaping
5:30pm-5:40pm
Introduction of Challenge Posters 1 minute teaser talks
5:40pm-8:00pm
Welcome Reception, Poster Presentations and Challenge Poster Competition
Each presenter should bring their own poster. The size should be 3'x4' or 4'x3'. There will be some easels available for the presenters

Friday, July 7, 2017 - Tentative Conference Day 2

Time Sessions
Registration begins at 8:00am
8:45am-9:00am
Welcome and South Big Data Hub Introduction
Keynote
9:00am-10:30am
5-minutes Intro
50-minutes Talk
30-minutes Questions
Dr. Huan Liu
Data Mining and Machine Learning Lab,
School of Computing, Informatics, and Decision Systems Engineering
Arizona State University
Tempe, Arizona

From AI to AI: Acquiring Social Media Intelligence via "Big" Data

10:30am-10:50am
Break
Session 4
10:50am-12:00pm
Government Funding Panel
Paul Tandy, DTRA - Defense Threat Reduction Agency
Rebecca Goolsby, Office of Naval Research
John Greer, National Geospatial Intelligence Agency
Leonard Wilkins, Army Research Office
12:00pm-1:30pm Lunch (Mentor-Mentee discussions, and Business Meeting)
Session 5
1:30pm-3:30pm
Culture and Social / Chair - Peter Chew

1:30pm-2:00pm
Erika Frydenlund and Jose J. Padilla. "The Toll of Time on Refugee Identity: Perspectives from Agent-based Modeling and Simulation"

2:00pm-2:30pm
Fan Yang and Wen Dong. "IntegratingSimulation and Signal Processing with Stochastic Social Kinetic Model"

2:30pm-3:00pm
Nasrin Khansari, John Waldt, Barry Silverman, William Braham, Karen Shen and Jae Min Lee. "Simulating Population Behavior: Transportation Mode, Green Technology, and Global Warming"

3:00pm-3:30pm
Peter Revay and Claudio Cioffi-Revilla. "Modeling the Co-Evolution of Culture, Signs and Network Structure"
Graduate Student Consortium #1
1:30pm-3:30pm

3:30pm-4:00pm
Break
Triple Track Session 6
4:00pm-5:30pm

Session 6A - Health and Influence / Chair - Ayaz Hyder Session 6B - Behavioral Models / Chair - Mark Finlayson

4:00pm-4:15pm
Yupeng Gu, Ting Chen, Yizhou Sun and Bingyu Wang. "Ideology Detection for Twitter Users via Link Analysis" Chi-Hsien Yen, Yi-Chieh Lee and Wai-Tat Fu. "Improving the Efficiency of Allocating Crowd Donations with Agent-Based Simulation Model"

4:15pm-4:30pm
Ericsson Marin, Ruocheng Guo and Paulo Shakarian. "Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks" Ansgar Depping. "'You All Look the Same To Me' An Agent Based Simulation Model of Out-Group Homogeneity"

4:30pm-4:45pm
Yang Qin, Weicheng Qian, Narjes Shojaati and Nathaniel Osgood. "Identifying Smoking Using Smartphone Sensor Data and Multivariate Hidden Markov Models" Kathleen M. Carley. "Socio-cultural Cognitive Modeling"

4:45pm-5:00pm
Aydin Teyhouee, Sara McPhee-Knowles, Cheryl Waldner and Nathaniel Osgood. "Prospective Detection of Foodborne Illness Outbreaks using Machine Learning Approaches" Krishna Bathina, Aruna Jammalamadaka, Jiejun Xu and Tsai-Ching Lu. "An Agent-Based Model of Posting behavior During Times of Social Unrest"

5:00pm-5:15pm
Xiaoyi Yuan and Andrew Crooks. "From Cyber Space Opinion Leaders and the Spread of Anti-Vaccine Extremism to Physical Space Disease Outbreaks" Brian An, Riannon Hazell, Peter Grazaitis and Donald Brown. "Cultural Dimension Theory Based Simulations for US Army Personnel"
Graduate Student Consortium #2 / Chair - Yu-Ru Lin
4:00pm-5:30pm
Session 6C
6:00pm-8:00pm No Host Reception - Garden Cafe at the State Plaza Hotel in Foggy Bottom
2116 F St NW, Washington, DC 20037

Saturday, July 8, 2017 - Tentative Conference Day 3

Time Sessions
Registration begins at 8:00am
8:45am-9:00am
Welcome
Session
9:00am-10:30am

9:00am-9:30am
Lucas Overbey, Scott Batson, Jamie Lyle, Christopher Williams, Robert Regal and Lakeisha Williams. "Linking Twitter Sentiment and Event Data to Monitor Public Opinion of Geopolitical Developments and Trends" 2016 Challenge Winner

9:30am-9:45am
Yashu Chen. "Civic Engagement within China: Exploring the Influence of Social Network Sites Use, Media Exposure, Internet Censorship, Political Attitudes and Social Capital"

9:45am-10:00am
Sun-Ki Chai. "Social Theory, Intentionality, Machine Learning, and Predicting Human Action"

10:00am-10:15am
Muhammad Nihal Hussain, Ghouri Mohammad Saaduddin and Nitin Agarwal, "Blog Data Analytics Using Blogtrackers"

10:15am-10:30am
Stacy Irwin, Javad Maharramzade, Aaron Wheeler and Mark Wallace, "POLIS: Pattern of Life Integrated System"
10:30am-11:00am
Break
Session 7
11:00am-12:00pm
Feature Selection / Chair - Aruna Jammalamadaka

11:00am-11:30am
Santosh K C, Suman Kalyan Maity and Arjun Mukherjee. "ENWalk: Learning Network Features for Spam Detection in Twitter"

11:30am-12:00pm
Michael Martin, Christian Lebiere, Maryanne Fields and Craig Lennon. "A Cognitive Model of Feature Selection and Categorization for Autonomous Systems"
12:00pm-1:30pm Lunch
Session 8
1:30pm-3:30pm
Influence and Support / Chair - Xiaoran Yan

1:30pm-2:00pm
Steven Munn, Kang-Yu Ni and Jiejun Xu. "Learning Network Dynamics from Tumblr: A Search for Influential Users"

2:00pm-2:30pm
Yu Wang. "Gender Politics in the 2016 U.S. Presidential Election: A Computer Vision Approach"

2:30pm-3:00pm
Yafei Wang, David Reitter and John Yen. "How Emotional Support and Informational Support Relate to Linguistic Alignment"

3:00pm-3:30pm
Farshad Salimi, Naneh Karan and Subhadeep Chakraborty. "A Parametric Study of Opinion Progression in a Divided Society"
3:30pm-4:00pm
Break
Dual Track Session 9
4:00pm-5:30pm
Session 9A - Discourse / Chair - David Reitter Session 9B - Demo Track #2 / Chair - Sumeet Kumar
For those wishing to participate in the Demo Track on Saturday July 8th, tables will be set up for you to present. You should bring all software and materials you need to demo your software.

4:00pm-4:15pm
Jeremy Cole, Moojan Ghafurian and David Reitter. "Is Word Adoption a Grassroots Process? An Analysis of Reddit Communities"

4:15pm-4:30pm
Dian Hu and David Broniatowski. "Measuring Perceived Causal Relationships Between Narrative Events with a Crowdsourcing Application on Mturk"

4:30pm-4:45pm
Donald Brown, Hope McIntyre, Peter Grazaitis, Riannon Hazell and Nicolas Venuti. "Hyperparameter Optimization for Predicting the Tolerance Level of Religious Discourse"

4:45pm-5:00pm
Feifei Zhang, Jennifer Stromer-Galley, Sikana Tanupabrungsun, Yatish Hegde, Nancy McCracken, and Jeff Hemsley. "Understanding Discourse Acts: Political Campaign Messages Classification on Facebook and Twitter"
5:30pm
Adjourn