CoRR, 2021

2020

FairSight: Visual Analytics for Fairness in Decision Making.

[DOI]

Yongsu Ahn

IEEE Trans. Vis. Comput. Graph., 2020

PolicyFlow: Interpreting Policy Diffusion in Context.

[DOI]

Yongsu Ahn

ACM Trans. Interact. Intell. Syst., 2020

Data-Driven Computational Social Science: A Survey.

[DOI]

Big Data Res., 2020

Examining Protest as An Intervention to Reduce Online Prejudice: A Case Study of Prejudice Against Immigrants.

[DOI]

Kai Wei

Muheng Yan

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

MimicProp: Learning to Incorporate Lexicon Knowledge into Distributed Word Representation for Social Media Analysis.

[DOI]

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models.

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Introduction to the Special Issue on AI for Disaster Management and Resilience.

[DOI]

Seyedsaeed Hajiseyedjavadi

Carlos Castillo

Jie Yin

IEEE Intell. Syst., 2019

Activism via attention: interpretable spatiotemporal learning to forecast protest activities.

[DOI]

EPJ Data Sci., 2019

Learning embeddings for multiplex networks using triplet loss.

[DOI]

Appl. Netw. Sci., 2019

Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses.

[DOI]

Proceedings of the World Wide Web Conference, 2019

FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns.

[DOI]

Proceedings of the 30th IEEE Visualization Conference, 2019

CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting.

[DOI]

Ali Mert Ertugrul

Tugba Taskaya-Temizel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Social Networks in Emergency Response.

[DOI]

Dashun Wang

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Tensor-Based Analysis for Urban Networks.

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data.

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

Event Analytics via Discriminant Tensor Factorization.

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Guest Editorial: Special Issue on Interactive Visual Analysis of Human and Crowd Behaviors.

[DOI]

Nan Cao

ACM Trans. Interact. Intell. Syst., 2018

Z-Glyph: Visualizing outliers in multivariate data.

[DOI]

Inf. Vis., 2018

Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis.

[DOI]

Data Min. Knowl. Discov., 2018

The 5th International Workshop on Social Web for Disaster Management(SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises.

[DOI]

Carlos Castillo

Jie Yin

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

March with and Without Feet: The Talking About Protests and Beyond.

[DOI]

Proceedings of the Social Informatics, 2018

Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks.

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Behind the Myths of Citizen Participation: Identifying Sustainability Factors of Hyper-Local Information Systems.

[DOI]

Claudia López

ACM Trans. Internet Techn., 2017

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions.

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Guest Editorial: Big Scholar Data Discovery and Collaboration.

[DOI]

IEEE Trans. Big Data, 2017

Visual topic discovering, tracking and summarization from social media streams.

[DOI]

Multim. Tools Appl., 2017

Measuring and monitoring collective attention during shocking events.

[DOI]

Xingsheng He

EPJ Data Sci., 2017

The Signals and Noise: Actionable Information in Improvised Social Media Channels During a Disaster.

[DOI]

Proceedings of the 2017 ACM on Web Science Conference, 2017

Engaging Neighbors: The Double-Edged Sword of Mobilization Messaging in Hyper-Local Online Forums.

[DOI]

Claudia López

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

Quantifying Content Polarization on Twitter.

[DOI]

Proceedings of the 3rd IEEE International Conference on Collaboration and Internet Computing, 2017

Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning.

[DOI]

Xian Teng

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration.

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems.

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data.

[DOI]

Nan Cao

David Gotz

IEEE Trans. Vis. Comput. Graph., 2016

Guest Editorial: Special Issue on Big Scholar Data Discovery and Collaboration (Continued).

[DOI]

IEEE Trans. Big Data, 2016

Towards understanding the gamification upon users' scores in a location-based social network.

[DOI]

Multim. Tools Appl., 2016

Characterizing users' check-in activities using their scores in a location-based social network.

[DOI]

Multim. Syst., 2016

Uncovering social semantics from textual traces: A theory-driven approach and evidence from public statements of U.S. Members of Congress.

[DOI]

J. Assoc. Inf. Sci. Technol., 2016

Twitter in academic events: A study of temporal usage, communication, sentimental and topical patterns in 16 Computer Science conferences.

[DOI]

Comput. Commun., 2016

Episogram: Visual Summarization of Egocentric Social Interactions.

[DOI]

IEEE Computer Graphics and Applications, 2016

Tracing and Predicting Collaboration for Junior Scholars.

[DOI]

Chun-Hua Tsai

Proceedings of the 25th International Conference on World Wide Web, 2016

The Dynamics of Group Risk Perception in the US After Paris Attacks.

[DOI]

Proceedings of the Social Informatics - 8th International Conference, 2016

Sensing Distress Following a Terrorist Event.

[DOI]

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Link Prediction via Multi-hashing Framework.

[DOI]

Mengdi Wang

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

TeleLink: Link Prediction in Social Network Based on Multiplex Cohesive Structures.

[DOI]

Di Jin

Mengdi Wang

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Collective Sensemaking via Social Sensors: Extracting, Profiling, Analyzing, and Predicting Real-world Events.

[DOI]

Yuheng Hu

Jiebo Luo

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Classifying Questions into Fine-Grained Categories Using Topic Enriching.

[DOI]

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

EigenTransitions with Hypothesis Testing: The Anatomy of Urban Mobility.

[DOI]

Ke Zhang

Proceedings of the Tenth International Conference on Web and Social Media, 2016

What Happens Offline Stays Offline?: Examining Sustainability of a Hybrid Social System.

[DOI]

Di Lu

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain.

[DOI]

Shaghayegh Sahebi

Peter Brusilovsky

Proceedings of the 9th International Conference on Educational Data Mining, 2016

The Roles of Information Seeking Dynamics in Sustaining the Community Participation.

[DOI]

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Tracking Disaster Response and Relief Following the 2015 Nepal Earthquake.

[DOI]

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Discovering Opinion Changes in Online Reviews via Learning Fine-Grained Sentiments.

[DOI]

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Monitoring Collective Attention During Disasters.

[DOI]

Xingsheng He

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

Probing Construct Validity in Data-Driven Disaster Analysis.

[DOI]

Wen-Ting Chung

Proceedings of the 2nd IEEE International Conference on Collaboration and Internet Computing, 2016

PairFac: Event Analytics through Discriminant Tensor Factorization.

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

TEAMOPT: Interactive Team Optimization in Big Networks.

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

The Fourth International Workshop on Social Web for Disaster Management (SWDM 2016).

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

SocialHelix: visual analysis of sentiment divergence in social media.

[DOI]

J. Vis., 2015

Tracking Employment Shocks Using Mobile Phone Data.

[DOI]

CoRR, 2015

Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation.

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

Conversing in Reflective Glory: A Systematic Study Using National Football League Games.

[DOI]

Wang Liao

Proceedings of the Ninth International Conference on Web and Social Media, 2015

What Makes Hyper-local Online Discussion Forums Sustainable?

[DOI]

Claudia A. López

Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Information Seeking and Responding Networks in Physical Gatherings: A Case Study of Academic Conferences in Twitter.

[DOI]

Proceedings of the 2015 ACM on Conference on Online Social Networks, 2015

Trajectory Bundling for Animated Transitions.

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

g-Miner: Interactive Visual Group Mining on Multivariate Graphs.

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Social Networks in Emergency Response.

[DOI]

Dashun Wang

Encyclopedia of Social Network Analysis and Mining, 2014

#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media.

[DOI]

IEEE Trans. Vis. Comput. Graph., 2014

The ripple of fear, sympathy and solidarity during the Boston bombings.

[DOI]

EPJ Data Sci., 2014

Tracing Coordination and Cooperation Structures via Semantic Burst Detection.

[DOI]

EAI Endorsed Trans. Collab. Comput., 2014

From media reporting to international relations: a case study of asia-pacific economic cooperation (apec).

[DOI]

Chun-Hua Tsai

Proceedings of the ACM Web Science Conference, 2014

Assessing Sentiment Segregation in Urban Communities.

[DOI]

Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04, 2014

UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map.

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Twitter in academic conferences: usage, networking and participation over time.

[DOI]

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

The Problem Solving Genome: Analyzing Sequential Patterns of Student Work with Parameterized Exercises.

[DOI]

Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013

#Bigbirds Never Die: Understanding Social Dynamics of Emergent Hashtag

[DOI]

CoRR, 2013

Rising tides or rising stars?: Dynamics of shared attention on Twitter during media events.

[DOI]

CoRR, 2013

Voices of victory: a computational focus group framework for tracking opinion shift in real time.

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

#Bigbirds Never Die: Understanding Social Dynamics of Emergent Hashtags.

[DOI]

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Catching fish in the stream: real time analysis of audience behavior in social media.

[DOI]

Proceedings of the Computer Supported Cooperative Work, 2013

2012

Whisper: Tracing the Spatiotemporal Process of Information Diffusion in Real Time.

[DOI]

IEEE Trans. Vis. Comput. Graph., 2012

NextSlidePlease: Authoring and delivering agile multimedia presentations.

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2012

Discovering multirelational structure in social media streams.

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2012

Understanding Community Dynamics in Online Social Networks: A multidisciplinary review.

[DOI]

IEEE Signal Process. Mag., 2012

"Quantifying Bias in Social and Mainstream Media" by Yu-Ru Lin, James P. Bagrow, and David Lazer with Ching-man Au Yeung as coordinator.

[DOI]

SIGWEB Newsl., 2012

Multimedia Semantics: Interactions Between Content and Community.

[DOI]

Proc. IEEE, 2012

Spatiotemporal features of human mobility

[DOI]

CoRR, 2012

Recipe recommendation using ingredient networks.

[DOI]

ChunYuen Teng

Lada A. Adamic

Proceedings of the Web Science 2012, 2012

2011

SCENT: Scalable compressed monitoring of evolving multirelational social networks.

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Community Discovery via Metagraph Factorization.

[DOI]

ACM Trans. Knowl. Discov. Data, 2011

Job opportunities and career perspective for fresh graduates of the multimedia community.

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

More Voices Than Ever? Quantifying Media Bias in Networks.

[DOI]

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

SolarMap: Multifaceted Visual Analytics for Topic Exploration.

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Multi-Relational Characterization of Dynamic Social Network Communities.

[DOI]

Proceedings of the Handbook of Social Network Technologies and Applications, 2010

FacetAtlas: Multifaceted Visualization for Rich Text Corpora.

[DOI]

IEEE Trans. Vis. Comput. Graph., 2010

ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering.

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media?

[DOI]

Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

2009

Analyzing communities and their evolutions in dynamic social networks.

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Extracting community structure through relational hypergraphs.

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

A slide-ware application to support discursive presentations.

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

NextSlidePlease: agile hyperpresentations.

[DOI]

Ryan P. Spicer

Proceedings of the 17th International Conference on Multimedia 2009, 2009

MetaFac: community discovery via relational hypergraph factorization.

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

JAM: Joint Action Matrix Factorization for Summarizing a Temporal Heterogeneous Social Network.

[DOI]

Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Temporal patterns in social media streams: Theme discovery and evolution using joint analysis of content and context.

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Connecting content to community in social media via image content, user tags and user communication.

[DOI]

Dorée Duncan Seligmann

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Summarization of large scale social network activity.

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Detecting splogs via temporal dynamics using self-similarity analysis.

[DOI]

ACM Trans. Web, 2008

Facetnet: a framework for analyzing communities and their evolutions in dynamic networks.

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Summarization of social activity over time: people, actions and concepts in dynamic networks.

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Elucidating user behavior of mobile learning: A perspective of the extended technology acceptance model.

[DOI]

Jen-Hung Huang

Shu-Ting Chuang

Electron. Libr., 2007

Blog Community Discovery and Evolution Based on Mutual Awareness Expansion.

[DOI]

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Splog Detection using Content, Time and Link Structures.

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Blog Antenna: Summarization of Personal Blog Temporal Dynamics Based on Self-Similarity Factorization.

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Splog Detection Using Self-similarity Analysis on Blog Temporal Dynamics.

[DOI]

Proceedings of the AIRWeb 2007, 2007

2006

[111]B-oriented GaAsSb grown by gas source molecular beam epitaxy.

[DOI]

Microelectron. J., 2006

The Splog Detection Task and A Solution Based on Temporal and Link Properties.

[DOI]

Proceedings of the Fifteenth Text REtrieval Conference, 2006

2002

The Synthesis of Trees in Chinese Landscape Painting Using Silhouette and Texture Strokes.

[DOI]

Der-Lor Way