Kristina Lerman

Publications

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2018

Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data

Nazanin Alipourfard, Peter G. Fennell, Lerman, Kristina
In Proceedings of the 12th International AAAI Conference On Web And Social Media (ICWSM2018)
2018

2017

2016

2015

User Effort and Network Structure Mediate Access to Information in Networks

Jeonhyung Kang, Lerman, Kristina
In Proceedings of the 9th International AAAI Conference on Weblogs and Social Media (ICWSM)
2015
http://arxiv.org/abs/1504.01760

Structural Properties of Ego Networks

Gupta, Sidharth, Yan, Xiaoran, Lerman, Kristina
In International Conference on Social Computing, Behavioral Modeling and Prediction
2015
http://arxiv.org/abs/1411.6061

2014

2013

Scalable Mining of Social Data using Stochastic Gradient Fisher Scoring

Jeon-hyung Kang, Lerman, Kristina
In Proc. CIKM workshop on Data-driven User Behavioral Modelling and Mining from Social Media (DUBMOD)
2013

Identifying Transformative Scientific Research

Yi-hung Huang, Hsu, Chun-Nan, Lerman, Kristina
In Proc. of IEEE International Conference on Data Mining
2013

Attention and Visibility in an Information Rich World

Hodas, Nathan O, Lerman, Kristina
In Proceedings of the 2nd International ICME Workshop on Social Multimedia Research
2013

Network Flows and the Link Prediction Problem

Kanika Narang, Lerman, Kristina, Ponnurangam Kumaraguru
In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD)
2013

Limited Attention and Centrality in Social Networks

Lerman, Kristina, Prachi Jain, Ghosh, Rumi, Jeon-hyung Kang, Ponnurangam Kumaraguru
In Proceedings of International Conference on Social Intelligence and Technology (SOCIETY)
2013

Structural and Cognitive Bottlenecks to Information Access in Social Networks

Jeon-hyung Kang, Lerman, Kristina
In Proceedings of 24th ACM Conference on Hypertext and Social Media (HyperText)
2013

LA-LDA: A Limited Attention Model for Social Recommendation

Jeon-hyung Kang, Lerman, Kristina, Lise Getoor
In International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP)
2013

2012

Using Lists to Measure Homophily on Twitter

Jeon-hyung Kang, Lerman, Kristina
In AAAI workshop on Intelligent Techniques for Web Personalization and Recommendation
2012

Using Proximity to Predict Activity in Social Networks

Lerman, Kristina, Suradej Intagorn, Jeon-hyung Kang, Ghosh, Rumi
In Proceedings of 21st International World Wide Web Conference (poster)
2012

2011

Time-aware Ranking in Dynamic Citation Networks

Ghosh, Rumi, Tsung-Ting Kuo, Hsu, Chun-Nan, Shou-de Lin, Lerman, Kristina
In COMMPER 2011: Mining Communities and People Recommendations, Data Mining Workshops (ICDMW), 2010 IEEE International Conference on
2011, 373 -380 pages

Leveraging User Diversity to Harvest Knowledge on the Social Web

Jeon-hyung Kang, Lerman, Kristina
In Proceedings of the Third IEEE International Conference on Social Computing
2011

Learning Boundaries of Vague Places from Noisy Annotations

Suradej Intagorn, Lerman, Kristina
In Proceedings of 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
2011

Entropy-based Classification of Retweeting Activity on Twitter

Ghosh, Rumi, Tawan Surachawala, Lerman, Kristina
In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD)
2011

Social Mechanics: An Empirically Grounded Science of Social Media

Lerman, Kristina, Aram Galstyan, Greg Ver Steeg, Tad Hogg
In Proceedings for ICWSM workshop on the Future of Social Media (FOSW11)
2011

What stops social epidemics?

{Greg {Ver Steeg}}, Ghosh, Rumi, Lerman, Kristina
In Proceedings of 5th International Conference on Weblogs and Social Media
2011

Pragmatic Evaluation of Folksonomies

Helic, Denis, Strohmaier, Markus, Christoph Trattner, Markus Muhr, Lerman, Kristina
In Proceedings of 20th International World Wide Web Conference (WWW)
2011

A Framework for Quantitative Analysis of Cascades on Networks

Ghosh, Rumi, Lerman, Kristina
In Proceedings of Web Search and Data Mining Conference (WSDM)
2011

2010

Integrating Specialist and Folk Knowledge with Affinity Propagation

Jeonhyung Kang, Lerman, Kristina
In In Proceedings of NIPS workshop on Machine Learning for Social Computing
2010

Centrality Metric for Dynamic Network Analysis

Lerman, Kristina, Ghosh, Rumi, Jeon-hyung Kang
In Proceedings of KDD workshop on Mining and Learning with Graphs (MLG)
2010

Predicting Influential Users in Online Social Networks

Ghosh, Rumi, Lerman, Kristina
In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD)
2010

Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata

Plangprasopchok, Anon, Lerman, Kristina, Lise Getoor
In Proceedings of the International Conference on Knowledge Discovery and Data Mining (KDD)
2010

Information Contagion: an Empirical Study of Spread of News on Digg and Twitter Social Networks

Lerman, Kristina, Ghosh, Rumi
In Proceedings of 4th International Conference on Weblogs and Social Media (ICWSM)
2010

Harvesting Geospatial Knowledge from Social Metadata

Suradej Intagorn, Plangprasopchok, Anon, Lerman, Kristina
In Proceedings of 7th International Conference on Information Systems for Crisis Response and Management (ISCRAM)
2010

Using a Model of Social Dynamics to Predict Popularity of News

Lerman, Kristina, Tad Hogg
In Proceedings of 19th International World Wide Web Conference (WWW)
2010

2009

Stochastic Models of User-Contributory Web Sites

Tad Hogg, Lerman, Kristina
In Proceedings of 3rd International Conference on Weblogs and Social Media (ICWSM)
2009

Leaders and Negotiators: An Influence-based Metric for Rank

Ghosh, Rumi, Lerman, Kristina
In Proceedings of 3rd International Conference on Weblogs and Social Media (Poster)
2009

Structure of Heterogeneous Networks

Ghosh, Rumi, Lerman, Kristina
In Proceedings of 1st IEEE SIGCOM Social Computing Conference (SocialCom)
2009

Constructing Folksonomies from User-specified Relations on Flickr

Plangprasopchok, Anon, Lerman, Kristina
In Proceedings of 18th International World Wide Web Conference (WWW)
2009

Stochastic Models of Large-Scale Human Behavior on the Web

Lerman, Kristina, T. Hogg
In Proceedings of AAAI symposium on Modeling Human Behavior
2009

Wrapper Maintenance

Lerman, Kristina, Knoblock, Craig A.
In Encyclopedia of Database Systems
2009

2008

Community Detection using a Measure of Global Influence

Ghosh, Rumi, Lerman, Kristina
In Proceedings of the 2nd KDD Workshop on Social Network Analysis (SNAKDD'08)
2008

Analysis of Social Voting Patterns on Digg

Lerman, Kristina, Aram Galstyan
In Proceedings of the 1st ACM SIGCOMM Workshop on Online Social Networks
2008

2007

User Participation in Social Media: Digg Study

Lerman, Kristina
In Proceedings of the WI/IAT workshop on Social Media Analysis
2007

Information Intergation for the Masses

Blythe, Jim, Dipsy Kapoor, Knoblock, Craig A., Steve Minton, Lerman, Kristina
In Proceedings of the AAAI workshop on Information Integration on the Web
2007

Dynamics of Collaborative Document Rating Systems

Lerman, Kristina
In Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web Mining and Social Network Analysis
2007

Personalizing Results of Image Search on Flickr

Lerman, Kristina, Plangprasopchok, Anon, Michael C. Wong
In Proceedings of AAAI workshop on Intelligent Techniques for Web Personlization
2007

Exploiting Social Annotation for Resource Discovery

Plangprasopchok, Anon, Lerman, Kristina
In Proceedings of AAAI workshop on Information Integration on the Web (IIWeb07)
2007

Social Networks and Social Information Filtering on Digg

Lerman, Kristina
In Proceedings of 1st International Conference on Weblogs and Social Media (ICWSM-07)
2007

Social Browsing on Flickr

Lerman, Kristina, Laurie Jones
In Proceedings of 1st International Conference on Weblogs and Social Media (ICWSM-07)
2007

2006

Automatically Labeling the Inputs and Outputs of Web Services

Lerman, Kristina, Plangprasopchok, Anon, Knoblock, Craig A.
In Proceedings of National Conference on Artificial Intelligence (AAAI-06)
2006
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