Kristina Lerman

According to our database1, Kristina Lerman authored at least 133 papers between 2000 and 2018.

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Bibliography

2018
DISCOVER: Mining Online Chatter for Emerging Cyber Threats.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Towards Quantifying Sampling Bias in Network Inference.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Journalism, Misinformation and Fact Checking Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Modeling Evolution of Topics in Large-Scale Temporal Text Corpora.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Quantifying the Impact of Cognitive Biases in Question-Answering Systems.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

DarkEmbed: Exploit Prediction With Neural Language Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Effort Mediates Access to Information in Online Social Networks.
TWEB, 2017

Mining social semantics on the social web.
Semantic Web, 2017

How the structure of Wikipedia articles influences user navigation.
The New Review of Hypermedia and Multimedia, 2017

Graph Filters and the Z-Laplacian.
J. Sel. Topics Signal Processing, 2017

Understanding Short-term Changes in Online Activity Sessions.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Analyzing Uber's Ride-sharing Economy.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

BD2K ERuDIte: the Educational Resource Discovery Index for Data Science.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Taming the Unpredictability of Cultural Markets with Social Influence.
Proceedings of the 26th International Conference on World Wide Web, 2017

iPhone's Digital Marketplace: Characterizing the Big Spenders.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Multi-layer Network Composition Under a Unified Dynamical Process.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Deep Context: A Neural Language Model for Large-scale Networked Documents.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Dynamics of Content Quality in Collaborative Knowledge Production.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

On Quitting: Performance and Practice in Online Game Play.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Early Warnings of Cyber Threats in Online Discussions.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

A Meme is Not a Virus: The Role of Cognitive Heuristics in Information Diffusion.
Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

The BD2K Training Coordinating Center's Data Science Education Platform.
Proceedings of the AMIA 2017, 2017

2016
Partitioning Networks with Node Attributes by Compressing Information Flow.
TKDD, 2016

Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators.
PeerJ Computer Science, 2016

Information Is Not a Virus, and Other Consequences of Human Cognitive Limits.
Future Internet, 2016

The DARPA Twitter Bot Challenge.
IEEE Computer, 2016

Geography of Emotion: Where in a City are People Happier?
Proceedings of the 25th International Conference on World Wide Web, 2016

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Twitter Session Analytics: Profiling Users' Short-Term Behavioral Changes.
Proceedings of the Social Informatics - 8th International Conference, 2016

Emotions, Demographics and Sociability in Twitter Interactions.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Assessing the Navigational Effects of Click Biases and Link Insertion on the Web.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Leveraging the Contributions of the Casual Majority to Identify Appealing Web Content.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

2015
Evolution of Conversations in the Age of Email Overload.
Proceedings of the 24th International Conference on World Wide Web, 2015

VIP: Incorporating Human Cognitive Biases in a Probabilistic Model of Retweeting.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Structural Properties of Ego Networks.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

User Effort and Network Structure Mediate Access to Information in Networks.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

2014
Tripartite graph clustering for dynamic sentiment analysis on social media.
Proceedings of the International Conference on Management of Data, 2014

The interplay between dynamics and networks: centrality, communities, and cheeger inequality.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Network Weirdness: Exploring the Origins of Network Paradoxes.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Placing user-generated content on the map with confidence.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
Social Informatics: Using Big Data to Understand Social Behavior.
Proceedings of the Handbook of Human Computation, 2013

Analysis: An Introduction.
Proceedings of the Handbook of Human Computation, 2013

Limited Attention and Centrality in Social Networks.
Proceedings of the 2013 International Conference on Social Intelligence and Technology, 2013

The Role of Social Media in the Discussion of Controversial Topics.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Using Stochastic Models to Predict User Response in Social Media.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

LA-LDA: A Limited Attention Topic Model for Social Recommendation.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Network flows and the link prediction problem.
Proceedings of the 7th Workshop on Social Network Mining and Analysis, 2013

Friendship Paradox Redux: Your Friends Are More Interesting Than You.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Attention and visibility in an information-rich world.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Identifying Transformative Scientific Research.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Structural and cognitive bottlenecks to information access in social networks.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

Using Visibility to Control Collective Attention in Crowdsourcing.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Scalable mining of social data using stochastic gradient fisher scoring.
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users.
ACM TIST, 2012

Using proximity to predict activity in social networks.
Proceedings of the 21st World Wide Web Conference, 2012

How Visibility and Divided Attention Constrain Social Contagion.
Proceedings of the 2012 International Conference on Privacy, 2012

Semi-automatically Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2012

Characterising Emergent Semantics in Twitter Lists.
Proceedings of the Semantic Web: Research and Applications, 2012

A probabilistic approach to mining geospatial knowledge from social annotations.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Mining Geospatial Knowledge on the Social Web.
IJISCRAM, 2011

Pragmatic evaluation of folksonomies.
Proceedings of the 20th International Conference on World Wide Web, 2011

A probabilistic approach for learning folksonomies from structured data.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

A framework for quantitative analysis of cascades on networks.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Leveraging User Diversity to Harvest Knowledge on the Social Web.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Interactively Mapping Data Sources into the Semantic Web.
Proceedings of the First International Workshop on Linked Science 2011, 2011

What Stops Social Epidemics?
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Social Mechanics: An Empirically Grounded Science of Social Media.
Proceedings of the Future of the Social Web, 2011

Time-Aware Ranking in Dynamic Citation Networks.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Learning boundaries of vague places from noisy annotations.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Modeling Social Annotation: A Bayesian Approach.
TKDD, 2010

Constructing folksonomies by integrating structured metadata.
Proceedings of the 19th International Conference on World Wide Web, 2010

Using a model of social dynamics to predict popularity of news.
Proceedings of the 19th International Conference on World Wide Web, 2010

Centrality metric for dynamic networks.
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Growing a tree in the forest: constructing folksonomies by integrating structured metadata.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Analyzing microblogs with affinity propagation.
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 2010

Information Contagion: An Empirical Study of the Spread of News on Digg and Twitter Social Networks.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

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

Integrating Structured Metadata with Relational Affinity Propagation.
Proceedings of the Statistical Relational Artificial Intelligence, 2010

Constructing Folksonomies by Integrating Structured Metadata with Relational Clustering.
Proceedings of the Collaboratively-Built Knowledge Sources and Artificial Intelligence, 2010

2009
Wrapper Maintenance.
Proceedings of the Encyclopedia of Database Systems, 2009

Constructing folksonomies from user-specified relations on flickr.
Proceedings of the 18th International Conference on World Wide Web, 2009

Automatically Constructing Semantic Web Services from Online Sources.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Stochastic Models of User-Contributory Web Sites.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Leaders and Negotiators: An Influence-based Metric for Rank.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Structure of Heterogeneous Networks.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Stochastic Models of Large-Scale Human Behavior on the Web.
Proceedings of the Human Behavior Modeling, 2009

2008
Information Integration for the Masses.
J. UCS, 2008

Top-down vs bottom-up methodologies in multi-agent system design.
Auton. Robots, 2008

AAAI 2008 Spring Symposia Reports.
AI Magazine, 2008

Analysis of social voting patterns on digg.
Proceedings of the first Workshop on Online Social Networks, 2008

Community Detection Using a Measure of Global Influence.
Proceedings of the Advances in Social Network Mining and Analysis, 2008

Model-guided performance tuning of parameter values: A case study with molecular dynamics visualization.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Exploiting Data Semantics to Discover, Extract, and Model Web Sources.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

On Constructing Shallow Taxonomies from Social Annotations.
Proceedings of the Social Information Processing, 2008

Organizing Committee.
Proceedings of the Social Information Processing, 2008

2007
Social Information Processing in News Aggregation.
IEEE Internet Computing, 2007

Semantic Labeling of Online Information Sources.
Int. J. Semantic Web Inf. Syst., 2007

Dynamics of a Collaborative Rating System.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007

Intelligent Optimization of Parallel and Distributed Applications.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Social Browsing on Flickr.
Proceedings of the First International Conference on Weblogs and Social Media, 2007

Social Networks and Social Information Filtering on Digg.
Proceedings of the First International Conference on Weblogs and Social Media, 2007

User Participation in Social Media: Digg Study.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

2006
Analysis of Dynamic Task Allocation in Multi-Robot Systems.
I. J. Robotics Res., 2006

Automatically Labeling the Inputs and Outputs of Web Services.
Proceedings of the Proceedings, 2006

2005
Resource Allocation in the Grid with Learning Agents.
J. Grid Comput., 2005

Modeling and mathematical analysis of swarms of microscopic robots.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

A Systematic Approach to Model-Guided Empirical Search for Memory Hierarchy Optimization.
Proceedings of the Languages and Compilers for Parallel Computing, 2005

Comparative analysis of top-down and bottom-up methodologies for multi-agent system design.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
A Model of Adaptation in Collaborative Multi-Agent Systems.
Adaptive Behaviour, 2004

Using the Structure of Web Sites for Automatic Segmentation of Tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

A Review of Probabilistic Macroscopic Models for Swarm Robotic Systems.
Proceedings of the Swarm Robotics, SAB 2004 International Workshop, 2004

Distributed online localization in sensor networks using a moving target.
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Analysis of a Stochastic Model of Adaptive Task Allocation in Robots.
Proceedings of the Engineering Self-Organising Systems, 2004

Resource Allocation in the Grid Using Reinforcement Learning.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Wrapper Maintenance: A Machine Learning Approach.
J. Artif. Intell. Res., 2003

Macroscopic analysis of adaptive task allocation in robots.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Threshold Behavior in a Boolean Network Model for SAT.
Proceedings of the International Conference on Artificial Intelligence, 2003

Agent memory and adaptation in multi-agent systems.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Resource allocation games with changing resource capacities.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2002
Mathematical Model of Foraging in a Group of Robots: Effect of Interference.
Auton. Robots, 2002

Electric Elves: Agent Technology for Supporting Human Organizations.
AI Magazine, 2002

2001
A Macroscopic Analytical Model of Collaboration in Distributed Robotic Systems.
Artificial Life, 2001

Electric Elves: Applying Agent Technology to Support Human Organizations.
Proceedings of the Thirteenth Innovative Applications of Artificial Intelligence Conference, 2001

2000
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach.
IEEE Data Eng. Bull., 2000

Coalition Formation for Large-Scale Electronic Markets.
Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

Design and Mathematical Analysis of Agent-Based Systems.
Proceedings of the Formal Approaches to Agent-Based Systems, First International Workshop, 2000

Learning the Common Structure of Data.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000


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