University of Southern California


ISI Site Signature




Kristina Lerman
 
 
  2017 (4)
Taming the Unpredictability of Cultural Markets with Social Influence. Abeliuk, A.; Berbeglia, G.; Hentenryck, P. V.; Hogg, T.; and Lerman, K. In The 26th International World Wide Web Conference (WWW2017), 2017.
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iPhone Digital Marketplace: Characterizing the Big Spenders. Kooti, F.; Grbovic, M.; Aiello, L. M.; Bax, E.; and Lerman, K. In The 10th International ACM Conference on Web Search and Data Mining (WSDM2017), 2017. ACM
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Analyzing the Ride-sharing Economy. Kooti, F.; Grbovic, M.; Aiello, L. M.; Djuric, N.; Radosavljevic, V.; and Lerman, K. In The 26th International World Wide Web Conference (WWW2017), 2017.
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Understanding Short-term Changes in Online Activity Sessions. Kooti, F.; Subbian, K.; Mason, W.; Adamic, L.; and Lerman, K. In The 26th International World Wide Web Conference (WWW2017), 2017.
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  2016 (15)
Twitter Session Analytics: Profiling Users� Short-term Behavioral Changes. Kooti, F.; Moro, E.; and Lerman, K. In Spiro, E; and Ahn, Y., editor(s), Proceedings of the 8th International Conference (SocInfo2016), pages 71--86, 2016. Springer
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Partitioning Networks with Node Attributes by Compressing Information Flow. Smith, L. M.; Zhu, L.; Lerman, K.; and Percus, A. G. ACM Trans. Knowl. Discov. Data, 11(2): 15:1--15:26. November 2016.
Partitioning Networks with Node Attributes by Compressing Information Flow [link]Paper   doi   bibtex   abstract
Modified Cheeger and Ratio Cut Methods Using the Ginzburg-Landau Functional for Classification of High-Dimensional Data. Merkurjev, E.; Bertozzi, A.; Yan, X.; and Lerman, K. to appear in Inverse Problems, . 2016.
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Leveraging the Contributions of the Casual Majority to Identify AppealingWeb Content. Hogg, T.; and Lerman, K. In Proceedings of the 4th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2016), November 2016. AAAI
Leveraging the Contributions of the Casual Majority to Identify AppealingWeb Content [pdf]Paper   bibtex   abstract
Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators. Yan, X.; Teng, S.; Ghosh, R.; and Lerman, K. PeerJ Computer Science, 2: e57+. 2016.
Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators. [link]Paper   doi   bibtex   abstract
Information Is Not a Virus, and Other Consequences of Human Cognitive Limits. Lerman, K. Future Internet, 8(2): 21+. May 2016.
Information Is Not a Virus, and Other Consequences of Human Cognitive Limits [link]Paper   doi   bibtex   abstract
How the structure of Wikipedia articles influences user navigation. Lamprecht, D.; Lerman, K.; Helic, D.; and Strohmaier, M. New Review of Hypermedia and Multimedia, 1--22. May 2016.
How the structure of Wikipedia articles influences user navigation [link]Paper   doi   bibtex   abstract
Evidence of Online Performance Deterioration in User Sessions on Reddit. Singer, P.; Ferrara, E.; Kooti, F.; Strohmaier, M.; and Lerman, K. PLoS ONE, 11(8): e0161636+. 2016.
Evidence of Online Performance Deterioration in User Sessions on Reddit [link]Paper   doi   bibtex   abstract
Assessing the Navigational Effects of Click Biases and Link Insertion on the Web. Geigl, F.; Lerman, K.; Walk, S.; Strohmaier, M.; and Helic, D. In Hypertext Conference, 2016.
Assessing the Navigational Effects of Click Biases and Link Insertion on the Web [link]Paper   bibtex   abstract
Emotions, Demographics and Sociability in Twitter Interactions. Lerman, K.; Arora, M.; Gallegos, L.; Kumaraguru, P.; and Garcia, D. In International Conference on the Web and Social Media, 2016.
Emotions, Demographics and Sociability in Twitter Interactions [link]Paper   bibtex   abstract
The "Majority Illusion" in Social Networks. Lerman, K.; Yan, X.; and Wu, X. PLoS ONE, 11(2): 1-13. 02 2016.
The "Majority Illusion" in Social Networks [link]Paper   bibtex   abstract
Geography of Emotion: Where in a City are People Happier?. Gallegos, L.; Lerman, K.; Huang, A.; and Garcia, D. In WWW workshop on MSM, 2016.
Geography of Emotion: Where in a City are People Happier? [link]Paper   bibtex   abstract
How Business Clusters and Destination Choice are Connected: A Model Based on Social Media Data. Huang, A.; Gallegos, L.; and Lerman, K. In Proceedings of the 6th TRB Innovations in Travel Modeling Conference, 2016. Transportation Research Board
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The DARPA Twitter Bot Challenge. Subrahmanian, V. S.; Azaria, A.; Durst, S.; Kagan, V.; Galstyan, A.; Lerman, K.; Zhu, L.; Ferrara, E.; Flammini, A.; Menczer, F.; Waltzman, R.; Stevens, A.; Dekhtyar, A.; Gao, S.; Hogg, T.; Kooti, F.; Liu, Y.; Varol, O.; Shiralkar, P.; Vydiswaran, V.; Mei, Q.; and Huang, T. IEEE Computer Magazine, . 2016.
The DARPA Twitter Bot Challenge [link]Paper   bibtex   abstract
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. Kooti, F.; Lerman, K.; Aiello, L. M.; Grbovic, M.; Djuric, N.; and Radosavljevic, V. In The 9th ACM International Conference on Web Search and Data Mining, 2016.
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior [link]Paper   bibtex   abstract
  2015 (7)
Disentangling the Effects of Social Signals. Hogg, T.; and Lerman, K. Human Computation Journal, 2(2): 189--208. 2015.
Disentangling the Effects of Social Signals [link]Paper   bibtex   abstract
Bounded Rationality in Scientific Knowledge Discovery. Lerman, K.; Hodas, N. O.; and Wu, H. 2015. presented at Quantifying Success in Science workshop at CSS
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User Effort and Network Structure Mediate Access to Information in Networks. Kang, J.; and Lerman, K. In Proceedings of the 9th International AAAI Conference on Weblogs and Social Media (ICWSM), 2015.
User Effort and Network Structure Mediate Access to Information in Networks [link]Paper   bibtex   abstract
Evolution of Conversations in the Age of Email Overload. Kooti, F.; Aiello, L. M.; Grbovic, M.; Lerman, K.; and Mantrach, A. In Proceedings of 24th International World Wide Web Conferenced (WWW), May 2015.
Evolution of Conversations in the Age of Email Overload [link]Paper   bibtex   abstract
VIP: Incorporating Human Cognitive Biases in a Probabilistic Model of Retweeting. Kang, J.; and Lerman, K. In International Conference on Social Computing, Behavioral Modeling and Prediction, April 2015.
VIP: Incorporating Human Cognitive Biases in a Probabilistic Model of Retweeting [link]Paper   bibtex   abstract
Structural Properties of Ego Networks. Gupta, S.; Yan, X.; and Lerman, K. In International Conference on Social Computing, Behavioral Modeling and Prediction, April 2015.
Structural Properties of Ego Networks [link]Paper   bibtex   abstract
The Impact of Network Flows on Community Formation in Models of Opinion Dynamics. Ghosh, R.; and Lerman, K. Journal of Mathematical Sociology, 39: 109--124. 2015.
The Impact of Network Flows on Community Formation in Models of Opinion Dynamics [link]Paper   bibtex   abstract
  2014 (8)
Placing User-generated Content on the Map with Confidence. Intagorn, S.; and Lerman, K. In ACM GIS, 2014.
Placing User-generated Content on the Map with Confidence [pdf]Paper   bibtex   abstract
The Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger Inequality. Ghosh, R.; Lerman, K.; Teng, S.; and Yan, X. In Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'2014), 2014.
The Interplay Between Dynamics and Networks: Centrality, Communities, and Cheeger Inequality [link]Paper   bibtex   abstract   45 downloads
Leveraging position bias to improve peer recommendation. Lerman, K.; and Hogg, T. PLoS One, 9(6): e98914. 2014.
Leveraging position bias to improve peer recommendation [link]Paper   Leveraging position bias to improve peer recommendation [link]Blog   bibtex   abstract   64 downloads
A Visibility-based Model for Link Prediction in Social Media. Zhu, L.; and Lerman, K. In Proceedings of the ASE/IEEE Conference on Social Computing, 2014.
A Visibility-based Model for Link Prediction in Social Media [pdf]Paper   bibtex   abstract   34 downloads
Rethinking Centrality: The Role of Dynamical Processes in Social Network Analysis. Ghosh, R.; and Lerman, K. Discrete and Continuous Dynamical Systems Series B, 19(5): 1355 -- 1372. July 2014.
Rethinking Centrality: The Role of Dynamical Processes in Social Network Analysis [link]Paper   bibtex   abstract   43 downloads
Network Weirdness: Exploring the Origins of Network Paradoxes. Kooti, F.; Hodas, N. O.; and Lerman, K. In International Conference on Weblogs and Social Media (ICWSM), March 2014.
Network Weirdness: Exploring the Origins of Network Paradoxes [link]Paper   Network Weirdness: Exploring the Origins of Network Paradoxes [link]Blog   bibtex   abstract   49 downloads
The Simple Rules of Social Contagion. Hodas, N. O.; and Lerman, K. Scientific Reports, 4. 2014.
The Simple Rules of Social Contagion [link]Paper   doi   bibtex   abstract   86 downloads
Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media. Zhu, L.; Galstyan, A.; Cheng, J.; and Lerman, K. In Proceedings of the ACM SIGMOD/PODS, 2014.
Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social Media [link]Paper   bibtex   abstract   39 downloads
  2013 (13)
Scalable Mining of Social Data using Stochastic Gradient Fisher Scoring. Kang, J.; and Lerman, K. In Proc. CIKM workshop on Data-driven User Behavioral Modelling and Mining from Social Media (DUBMOD), 2013.
Scalable Mining of Social Data using Stochastic Gradient Fisher Scoring [pdf]Paper   bibtex   11 downloads
Identifying Transformative Scientific Research. Huang, Y.; Hsu, C.; and Lerman, K. In Proc. of IEEE International Conference on Data Mining, 2013.
Identifying Transformative Scientific Research [pdf]Paper   bibtex   14 downloads
Spectral Clustering with Epidemic Diffusion. Smith, L. M.; Lerman, K.; Garcia-Cardona, C.; Percus, A. G.; and Ghosh, R. Physical Review E, 88(4): 042813. 2013.
Spectral Clustering with Epidemic Diffusion [link]Paper   bibtex   abstract   14 downloads
The Role of Social Media in the Discussion of Controversial Topics. Smith, L. M.; Zhu, L.; Lerman, K.; and Kozareva, Z. In ASE/IEEE International Conference on Social Computing, 2013.
The Role of Social Media in the Discussion of Controversial Topics [pdf]Paper   bibtex   abstract   32 downloads
Stochastic Models Predict User Behavior in Social Media. Hogg, T.; Lerman, K.; and Smith, L. M. ASE HUMAN, 2(1). 2013.
Stochastic Models Predict User Behavior in Social Media [link]Paper   bibtex   abstract   16 downloads
Attention and Visibility in an Information Rich World. Hodas, N. O.; and Lerman, K. In Proceedings of the 2nd International ICME Workshop on Social Multimedia Research, 2013.
Attention and Visibility in an Information Rich World [link]Paper   bibtex   abstract   20 downloads
Social Informatics: Using Big Data to Understand Social Behavior. Lerman, K. In Michelucci, P., editor(s), Handbook of Social Computation. Springer, 2013.
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Network Flows and the Link Prediction Problem. Narang, K.; Lerman, K.; and Kumaraguru, P. In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD), 2013.
Network Flows and the Link Prediction Problem [pdf]Paper   bibtex   4 downloads
LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media. Kang, J.; and Lerman, K. In Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2013.
LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media [pdf]Paper   LA-CTR: A Limited Attention Collaborative Topic Regression for Social Media [ppt]Presentation   bibtex   29 downloads
Friendship Paradox Redux: Your Friends Are More Interesting Than You. Hodas, N. O.; Kooti, F.; and Lerman, K. In Proceedings of the 7Th International AAAI Conference On Weblogs And Social Media (ICWSM), 2013. Honorable mention paper
Friendship Paradox Redux: Your Friends Are More Interesting Than You [link]Paper   Friendship Paradox Redux: Your Friends Are More Interesting Than You [link]Blog   Friendship Paradox Redux: Your Friends Are More Interesting Than You [link]Presentation   bibtex   abstract   24 downloads
Limited Attention and Centrality in Social Networks. Lerman, K.; Jain, P.; Ghosh, R.; Kang, J.; and Kumaraguru, P. In Proceedings of International Conference on Social Intelligence and Technology (SOCIETY), 2013.
Limited Attention and Centrality in Social Networks [link]Paper   bibtex   10 downloads
Structural and Cognitive Bottlenecks to Information Access in Social Networks. Kang, J.; and Lerman, K. In Proceedings of 24th ACM Conference on Hypertext and Social Media (HyperText), 2013.
Structural and Cognitive Bottlenecks to Information Access in Social Networks [link]Paper   bibtex   11 downloads
LA-LDA: A Limited Attention Model for Social Recommendation. Kang, J.; Lerman, K.; and Getoor, L. In International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP), 2013. (Terry Lyons Memorial Award for Best Student Paper)
LA-LDA: A Limited Attention Model for Social Recommendation [link]Paper   LA-LDA: A Limited Attention Model for Social Recommendation [ppt]Presentation   bibtex   15 downloads
  2012 (11)
A Probabilistic Approach to Mining Geospatial Knowledge from Social Annotations. Intagorn, S.; and Lerman, K. In Conference on Information and Knowledge Management (CIKM), 2012.
A Probabilistic Approach to Mining Geospatial Knowledge from Social Annotations [pdf]Paper   bibtex   13 downloads
Network Structure, Topology and Dynamics in Generalized Models of Synchronization. Lerman, K.; and Ghosh, R. Physical Review E, 86(026108). 2012.
Network Structure, Topology and Dynamics in Generalized Models of Synchronization [link]Paper   bibtex   12 downloads
Using Lists to Measure Homophily on Twitter. Kang, J.; and Lerman, K. In AAAI workshop on Intelligent Techniques for Web Personalization and Recommendation, July 2012.
Using Lists to Measure Homophily on Twitter [pdf]Paper   bibtex   4 downloads
Semi-Automatically Mapping Structured Sources into the Semantic Web. Knoblock, C. A.; Szekely, P.; Ambite, J. L.; Goel, A.; Gupta, S.; Lerman, K.; Mallick, P.; Muslea, M.; and Taheriyan, M. In Proceedings of Extended Semantic Web Conference, 2012.
Semi-Automatically Mapping Structured Sources into the Semantic Web [pdf]Paper   bibtex
Characterising Emergent Semantics in Twitter Lists. García-Silva, A.; Kang, J.; Lerman, K.; and Corcho, O. In Proceedings of Extended Semantic Web Conference, 2012.
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Social Contagion: An Empirical Study of Information Spread on Digg and Twitter Follower Graphs. Lerman, K.; Ghosh, R.; and Surachawala, T. . 2012.
Social Contagion: An Empirical Study of Information Spread on Digg and Twitter Follower Graphs [link]Paper   bibtex   26 downloads
Social Dynamics of Digg. Hogg, T.; and Lerman, K. EPJ Data Science, 1(5). June 2012.
Social Dynamics of Digg [link]Paper   bibtex   15 downloads
Using Proximity to Predict Activity in Social Networks. Lerman, K.; Intagorn, S.; Kang, J.; and Ghosh, R. In Proceedings of 21st International World Wide Web Conference (poster), 2012.
Using Proximity to Predict Activity in Social Networks [link]Paper   bibtex   3 downloads
How Limited Visibility and Divided Attention Constrain Social Contagion. Hodas, N. O.; and Lerman, K. In ASE/IEEE International Conference on Social Computing, 2012.
How Limited Visibility and Divided Attention Constrain Social Contagion [link]Paper   bibtex   11 downloads
The Role of Dynamic Interactions in Multi-scale Analysis of Network Structure. Ghosh, R.; and Lerman, K. . January 2012.
The Role of Dynamic Interactions in Multi-scale Analysis of Network Structure [link]Paper   bibtex   4 downloads
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users. Lerman, K.; and Hogg, T. ACM Transactions on Intelligent Systems and Technology, 3(4). September 2012.
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users [link]Paper   bibtex   8 downloads
  2011 (13)
Time-aware Ranking in Dynamic Citation Networks. Ghosh, R.; Kuo, T.; Hsu, C.; Lin, S.; and Lerman, K. In COMMPER 2011: Mining Communities and People Recommendations, Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, pages 373 -380, December 2011.
Time-aware Ranking in Dynamic Citation Networks [pdf]Paper   bibtex   8 downloads
Interactively Mapping Data Sources into the Semantic Web. Craig A. Knoblock, P. S.; Ambite, J. L.; Gupta, S.; Goel, A.; Muslea, M.; Lerman, K.; and Mallick, P. In First International Workshop on Linked Science at the International Semantic Web Conference, 2011.
Interactively Mapping Data Sources into the Semantic Web [link]Paper   bibtex
Mining Geospatial Knowledge on the Social Web. Intagorn, S.; and Lerman, K. International Journal of Information Systems for Crisis Response and Management, 3(2): 33--47. 2011.
Mining Geospatial Knowledge on the Social Web [pdf]Paper   bibtex   2 downloads
A Parameterized Centrality Metric for Network Analysis. Ghosh, R.; and Lerman, K. Physical Review, E 83(6): 066118 . 2011.
A Parameterized Centrality Metric for Network Analysis [link]Paper   bibtex   5 downloads
Leveraging User Diversity to Harvest Knowledge on the Social Web. Kang, J.; and Lerman, K. In Proceedings of the Third IEEE International Conference on Social Computing, 2011.
Leveraging User Diversity to Harvest Knowledge on the Social Web [pdf]Paper   bibtex   2 downloads
Learning Boundaries of Vague Places from Noisy Annotations. Intagorn, S.; and Lerman, K. In Proceedings of 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems , 2011.
Learning Boundaries of Vague Places from Noisy Annotations [pdf]Paper   bibtex
Entropy-based Classification of Retweeting Activity on Twitter. Ghosh, R.; Surachawala, T.; and Lerman, K. In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD), August 2011.
Entropy-based Classification of Retweeting Activity on Twitter [link]Paper   Entropy-based Classification of Retweeting Activity on Twitter [pdf]Presentation   bibtex   13 downloads
Social Mechanics: An Empirically Grounded Science of Social Media. Lerman, K.; Galstyan, A.; Steeg, G. V.; and Hogg, T. In Proceedings for ICWSM workshop on the Future of Social Media (FOSW11), 2011.
Social Mechanics: An Empirically Grounded Science of Social Media [pdf]Paper   bibtex   4 downloads
Non-Conservative Diffusion and its Application to Social Network Analysis. Ghosh, R.; Lerman, K.; Surachawala, T.; Voevodski, K.; and Teng, S. Technical Report University of Southern California, Feb 2011.
Non-Conservative Diffusion and its Application to Social Network Analysis [link]Paper   bibtex   5 downloads
What stops social epidemics?. Greg Ver Steeg; Ghosh, R.; and Lerman, K. In Proceedings of 5th International Conference on Weblogs and Social Media, 2011.
What stops social epidemics? [link]Paper   What stops social epidemics? [pdf]Presentation   bibtex   9 downloads
Pragmatic Evaluation of Folksonomies. Helic, D.; Strohmaier, M.; Trattner, C.; Muhr, M.; and Lerman, K. In Proceedings of 20th International World Wide Web Conference (WWW), 2011.
Pragmatic Evaluation of Folksonomies [pdf]Paper   bibtex   2 downloads
A Probabilistic Approach for Learning Folksonomies from Structured Data. Plangprasopchok, A.; Lerman, K.; and Getoor, L. In Proceedings of the 4th ACM Web Search and Data Mining Conference (WSDM), February 2011.
A Probabilistic Approach for Learning Folksonomies from Structured Data [link]Paper   bibtex   1 download
A Framework for Quantitative Analysis of Cascades on Networks. Ghosh, R.; and Lerman, K. In Proceedings of Web Search and Data Mining Conference (WSDM), February 2011.
A Framework for Quantitative Analysis of Cascades on Networks [link]Paper   A Framework for Quantitative Analysis of Cascades on Networks [link]Presentation   bibtex   9 downloads
  2010 (9)
Integrating Specialist and Folk Knowledge with Affinity Propagation. Kang, J. H.; and Lerman, K. In In Proceedings of NIPS workshop on Machine Learning for Social Computing, December 2010.
Integrating Specialist and Folk Knowledge with Affinity Propagation [link]Paper   Integrating Specialist and Folk Knowledge with Affinity Propagation [link]Presentation   bibtex
Centrality Metric for Dynamic Network Analysis. Lerman, K.; Ghosh, R.; and Kang, J. In Proceedings of KDD workshop on Mining and Learning with Graphs (MLG), July 2010.
Centrality Metric for Dynamic Network Analysis [pdf]Paper   bibtex   9 downloads
Predicting Influential Users in Online Social Networks. Ghosh, R.; and Lerman, K. In Proceedings of KDD workshop on Social Network Analysis (SNA-KDD), July 2010.
Predicting Influential Users in Online Social Networks [link]Paper   Predicting Influential Users in Online Social Networks [pdf]Presentation   bibtex   13 downloads
Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata. Plangprasopchok, A.; Lerman, K.; and Getoor, L. In Proceedings of the International Conference on Knowledge Discovery and Data Mining (KDD), July 2010.
Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata [link]Paper   Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata [pdf]Presentation   bibtex   11 downloads
From Saplings to A Tree: Integrating Structured Metadata via Relational Affinity Propagation. Plangprasopchok, A.; Lerman, K.; and Getoor, L. In Proceedings of the AAAI workshop on Statistical Relational AI, July 2010.
From Saplings to A Tree: Integrating Structured Metadata via Relational Affinity Propagation [link]Paper   bibtex   1 download
Information Contagion: an Empirical Study of Spread of News on Digg and Twitter Social Networks. Lerman, K.; and Ghosh, R. In Proceedings of 4th International Conference on Weblogs and Social Media (ICWSM), May 2010.
Information Contagion: an Empirical Study of Spread of News on Digg and Twitter Social Networks [link]Paper   Information Contagion: an Empirical Study of Spread of News on Digg and Twitter Social Networks [pdf]Presentation   bibtex   35 downloads
Harvesting Geospatial Knowledge from Social Metadata. Intagorn, S.; Plangprasopchok, A.; and Lerman, K. In Proceedings of 7th International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 2010.
Harvesting Geospatial Knowledge from Social Metadata [pdf]Presentation   Harvesting Geospatial Knowledge from Social Metadata [pdf]Paper   bibtex
Using a Model of Social Dynamics to Predict Popularity of News. Lerman, K.; and Hogg, T. In Proceedings of 19th International World Wide Web Conference (WWW), 2010.
Using a Model of Social Dynamics to Predict Popularity of News [pdf]Paper   Using a Model of Social Dynamics to Predict Popularity of News [pdf]Presentation   bibtex   10 downloads
Modeling Social Annotation: a Bayesian Approach. Plangprasopchok, A.; and Lerman, K. ACM Transactions on Knowledge Discovery from Data, 5(1): 4. 2010.
Modeling Social Annotation: a Bayesian Approach [link]Paper   bibtex   10 downloads
  2009 (9)
Stochastic Models of User-Contributory Web Sites. Hogg, T.; and Lerman, K. In Proceedings of 3rd International Conference on Weblogs and Social Media (ICWSM), May 2009.
Stochastic Models of User-Contributory Web Sites [link]Paper   bibtex   3 downloads
Leaders and Negotiators: An Influence-based Metric for Rank. Ghosh, R.; and Lerman, K. In Proceedings of 3rd International Conference on Weblogs and Social Media (Poster), 2009.
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Structure of Heterogeneous Networks. Ghosh, R.; and Lerman, K. In Proceedings of 1st IEEE SIGCOM Social Computing Conference (SocialCom), August 2009.
Structure of Heterogeneous Networks [link]Paper   bibtex   5 downloads
Automatically Constructing Semantic Web Services from Online Sources. Ambite, J.; Darbha, S.; Goel, A.; Knoblock, C. A.; Lerman, K.; Parundekar, R.; and Russ, T. A. In Proceedings of 8th International Semantic Web Conference, October 2009.
Automatically Constructing Semantic Web Services from Online Sources [pdf]Paper   bibtex   4 downloads
Discovering and Learning Semantic Models of Online Sources for Information Integration. Ambite, J. L.; Gazen, B.; Knoblock, C. A.; Lerman, K.; and Russ, T. In Proceedings of the IJCAI Workshop on Information Integration on the Web, Pasadena, CA, July 2009.
Discovering and Learning Semantic Models of Online Sources for Information Integration [pdf]Paper   bibtex   3 downloads
Constructing Folksonomies from User-specified Relations on Flickr. Plangprasopchok, A.; and Lerman, K. In Proceedings of 18th International World Wide Web Conference (WWW), May 2009.
Constructing Folksonomies from User-specified Relations on Flickr [pdf]Paper   bibtex   4 downloads
Handbook of Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications . Lerman, K. Leveraging User-specified Metadata to Personalize Image Search. IGI Global, 2009.
Handbook of Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications  [pdf]Paper   bibtex   buy
Stochastic Models of Large-Scale Human Behavior on the Web. Lerman, K.; and Hogg, T. In Proceedings of AAAI symposium on Modeling Human Behavior, Menlo Park, CA, 2009. AAAI
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Wrapper Maintenance. Lerman, K.; and Knoblock, C. A. In Liu, L.; and Ozsu, M. T., editor(s), Encyclopedia of Database Systems. Springer, Leipzig, Germany, 2009.
Wrapper Maintenance [pdf]Paper   bibtex   buy   2 downloads
  2008 (5)
Information Integration for the Masses. Blythe, J.; Kapoor, D.; Knoblock, C. A.; Lerman, K.; and Minton, S. Journal of Universal Computer Science, 14(11): 1811--1837. 2008.
Information Integration for the Masses [pdf]Paper   bibtex
Exploiting Data Semantics to Discover, Extract, and Model Web Sources . Ambite, J.; Knoblock, C. A.; Lerman, K.; Plangprasopchok, A.; Russ, T.; Gazen, C.; Minton, S.; and Carman, M. J. In Proceedings of ICDM Workshop on Semantic Aspects of Data Mining, 2008.
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Community Detection using a Measure of Global Influence. Ghosh, R.; and Lerman, K. In Proceedings of the 2nd KDD Workshop on Social Network Analysis (SNAKDD'08), 2008.
Community Detection using a Measure of Global Influence [link]Paper   bibtex   4 downloads
Analysis of Social Voting Patterns on Digg. Lerman, K.; and Galstyan, A. In Proceedings of the 1st ACM SIGCOMM Workshop on Online Social Networks, 2008.
Analysis of Social Voting Patterns on Digg [link]Paper   bibtex   4 downloads
Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems. Crespi, V.; Galstyan, A.; and Lerman, K. Autonomous Robots, 24(3): 303--313. April 2008.
Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems [pdf]Paper   bibtex
  2007 (10)
Spatial Behavior of Individuals and Groups: Preliminary Findings from a Museum Scenario. Shell, D.; Viswanathan, S.; Huang, J.; Ghosh, R.; Huang, J.; Matarić, M.; Lerman, K.; and Sekuler, R. In Proceedings of IROS workshop on Spatial Behavior Modeling, 2007.
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User Participation in Social Media: Digg Study. Lerman, K. In Proceedings of the WI/IAT workshop on Social Media Analysis , 2007.
User Participation in Social Media: Digg Study [link]Paper   bibtex   3 downloads
Information Intergation for the Masses. Blythe, J.; Kapoor, D.; Knoblock, C. A.; Minton, S.; and Lerman, K. In Proceedings of the AAAI workshop on Information Integration on the Web, 2007.
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Social Information Processing in Social News Aggregation. Lerman, K. IEEE Internet Computing: special issue on Social Search, 11(6): 16--28. 2007.
Social Information Processing in Social News Aggregation [link]Paper   bibtex   6 downloads
Semantic Labeling of Online Information Sources. Lerman, K.; Plangprasopchok, A.; and Knoblock, C. A. International Journal on Semantic Web and Information Systems, Special Issue on Ontology Matching, 3(3): 36--56. 2007.
Semantic Labeling of Online Information Sources [pdf]Paper   bibtex   5 downloads
Dynamics of Collaborative Document Rating Systems. Lerman, K. In Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web Mining and Social Network Analysis, 2007.
Dynamics of Collaborative Document Rating Systems [pdf]Paper   bibtex
Personalizing Results of Image Search on Flickr. Lerman, K.; Plangprasopchok, A.; and Wong, M. C. In Proceedings of AAAI workshop on Intelligent Techniques for Web Personlization, 2007.
Personalizing Results of Image Search on Flickr [link]Paper   bibtex
Exploiting Social Annotation for Resource Discovery. Plangprasopchok, A.; and Lerman, K. In Proceedings of AAAI workshop on Information Integration on the Web (IIWeb07), 2007.
Exploiting Social Annotation for Resource Discovery [link]Paper   bibtex   2 downloads
Social Networks and Social Information Filtering on Digg. Lerman, K. In Proceedings of 1st International Conference on Weblogs and Social Media (ICWSM-07), 2007.
Social Networks and Social Information Filtering on Digg [link]Paper   bibtex   8 downloads
Social Browsing on Flickr. Lerman, K.; and Jones, L. In Proceedings of 1st International Conference on Weblogs and Social Media (ICWSM-07), 2007.
Social Browsing on Flickr [link]Paper   bibtex   6 downloads
  2006 (2)
Automatically Labeling the Inputs and Outputs of Web Services. Lerman, K.; Plangprasopchok, A.; and Knoblock, C. A. In Proceedings of National Conference on Artificial Intelligence (AAAI-06), 2006.
Automatically Labeling the Inputs and Outputs of Web Services [pdf]Paper   bibtex
Analysis of Dynamic Task Allocation in Multi-Robot Systems. Lerman, K.; Jones, C. V.; Galstyan, A.; and Matarić, M. J. International Journal of Robotics Research, 25(3): 225--242. 2006.
Analysis of Dynamic Task Allocation in Multi-Robot Systems [pdf]Paper   bibtex   3 downloads
  2005 (5)
A Systematic Approach to Composing and Optimizing Application Workflows. Deelman, E.; Galstyan, A.; Gil, Y.; Hall, M.; Lerman, K.; Nakano, A.; Vashista, P.; and Saltz, J. In Proceedings of Workshop on Patterns in High Performance Computing, 2005.
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Modeling and mathematical analysis of swarms of microscopic robots. Galstyan, A.; Hogg, T.; and Lerman, K. In Proceedings of IEEE Swarm Intelligence Symposium (SIS-2005), Pasadena, CA, jun 2005.
Modeling and mathematical analysis of swarms of microscopic robots [link]Paper   bibtex   4 downloads
Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems. Crespi, V.; Galstyan, A.; and Lerman, K. In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2005) (poster), Utrecht, Netherlands, jun 2005.
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A Review of Probabilistic Macroscopic Models for Swarm Robotic Systems. Lerman, K.; Martinoli, A.; and Galstyan, A. In E., S.; and W., S., editor(s), Swarm Robotics Workshop: State-of-the-art Survey, of LNCS, pages 143--152. Springer-Verlag, Berlin Heidelberg, 2005.
A Review of Probabilistic Macroscopic Models for Swarm Robotic Systems [pdf]Paper   bibtex   buy   3 downloads
Analysis of a Stochastic Model of Adaptive Task Allocation in Robots. Galstyan, A.; and Lerman, K. In Breuckner, S.; Serugendo, G. D. M.; Karageorgos, A.; and Nagpal, R., editor(s), Engineering Self Organizing Systems: Methodology and Applicationsy, of LNAI, pages 167. Springer-Verlag, Berlin Heidelberg, 2005.
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  2004 (7)
A Model of Adaptation in Collaborative Multi-Agent Systems. Lerman, K. Adaptive Behavior, 12(3--4): 187--198. 2004.
A Model of Adaptation in Collaborative Multi-Agent Systems [pdf]Paper   bibtex   1 download
Populating the Semantic Web. Lerman, K.; Gazen, C.; Minton, S.; and Knoblock, C. A. In Proceedings of the Workshop on Advances in Text Extraction and Mining (AAAI-2004), 2004.
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Virtual Enterprise Integration: Technological and Organizational Perspective. Lerman, K.; Minton, S.; and Knoblock, C. A. Machine Learning Techniques for Web Wrapper Maintenance, Goran D. Putnik and Maria Manuela Cunha (Eds). Idea Group, Hershey, PA, 2004.
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Resource Allocation in the Grid Using Reinforcement Learning. Galstyan, A.; Czajkowski, K.; and Lerman, K. In Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2004) (poster), New York, NY, pages 1314-1315, Jul 2004.
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Distributed Online Localization in Sensor Networks Using a Moving Target. Galstyan, A.; Krishnamachari, B.; Pattem, S.; and Lerman, K. In Information Processing in Sensor Networks (IPSN-2004), Berkeley, CA, apr 2004.
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Using the Structure of Web Sites for Automatic Segmentation of Tables. Lerman, K.; Getoor, L.; Minton, S.; and Knoblock, C. A. In In \emphProceedings of ACM SIG on Management of Data (SIGMOD-2004), jun 2004.
Using the Structure of Web Sites for Automatic Segmentation of Tables [pdf]Paper   bibtex
Collectives and Design of Complex Systems. Lerman, K.; and Galstyan, A. In Tumer, K.; and Wolpert, D., editor(s), Two Paradigms for the Design of Artificial Collectives, pages 231--256. Springer Verlag, New York, 2004.
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  2003 (6)
Macroscopic Analysis of Adaptive Task Allocation in Robots. Lerman, K.; and Galstyan, A. In Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS-2003), Las Vegas, NV, pages 1951--1956, oct 2003.
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Threshold Behavior in Boolean Network Model for SAT. Bugacov, A.; Galstyan, A.; and Lerman, K. In Proceedings of the International Conference on Artificial Intelligence (IC-AI-2003), Las Vegas, NV, pages 87--92, jun 2003.
Threshold Behavior in Boolean Network Model for SAT [pdf]Paper   bibtex   1 download
Agent Memory and Adaptation in Multi-Agent Systems. Lerman, K.; and Galstyan, A. In Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2003), Melbourne, Australia, pages 797--803, Jul 2003.
Agent Memory and Adaptation in Multi-Agent Systems [pdf]Paper   bibtex   2 downloads
Resource Allocation Games with Changing Resource Capacities. Galstyan, A.; Kolar, S.; and Lerman, K. In Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-2003), Melbourne, Australia, pages 145--152, 2003.
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A Methodology for Mathematical Analysis of Multi-Agent Systems. Lerman, K.; Galstyan, A.; and Hogg, T. unpublished, . 2003.
A Methodology for Mathematical Analysis of Multi-Agent Systems [link]Paper   bibtex   5 downloads
Wrapper Maintenance: A Machine Learning Approach. Lerman, K.; Minton, S.; and Knoblock, C. Journal of Artificial Intelligence Research, 18: 149--181. 2003.
Wrapper Maintenance: A Machine Learning Approach [pdf]Paper   bibtex   2 downloads
  2002 (3)
Adaptive Boolean Networks and Minority Games with Time-Dependent Cutoffs. Galstyan, A.; and Lerman, K. Physical Review, E66: 015103. 2002.
Adaptive Boolean Networks and Minority Games with Time-Dependent Cutoffs [pdf]Paper   bibtex   2 downloads
Mathematical Model of Foraging in a Group of Robots: Effect of Interference. Lerman, K.; and Galstyan, A. Autonomous Robots, 13(2): 127--141. 2002.
Mathematical Model of Foraging in a Group of Robots: Effect of Interference [pdf]Paper   bibtex   1 download
Electric Elves: Applying Agent Technology to Support Human Organizations. Chalupsky, H.; Gil, Y.; Knoblock, C. A.; Lerman, K.; Oh, J.; Pynadath, D.; Russ, T.; and Tambe, M. AI Magazine, 23(2): 11--24. 2002.
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  2001 (4)
A Macroscopic Analytical Model of Collaboration in Distributed Robotic Systems. Lerman, K.; Galstyan, A.; Martinoli, A.; and Ijspeert, A. Artificial Life Journal, 7(4): 375--393. 2001.
A Macroscopic Analytical Model of Collaboration in Distributed Robotic Systems [pdf]Paper   bibtex   1 download
A General Methodology for Mathematical Analysis of Multi-Agent Systems. Lerman, K.; and Galstyan, A. Technical Report ISI-TR-529, University of California, Information Sciences Institute, 2001.
A General Methodology for Mathematical Analysis of Multi-Agent Systems [link]Paper   bibtex
Automatic Data Extraction from Lists and Tables in Web Sources. Lerman, K.; Knoblock, C. A.; and Minton, S. In Proceedings of the workshop on Advances in Text Extraction and Mining (IJCAI-2001), Menlo Park, 2001. AAAI Press
Automatic Data Extraction from Lists and Tables in Web Sources [pdf]Paper   bibtex
Accurately and reliably extracting data from the web: A machine learning approach. Knoblock, C. A.; Lerman, K.; Minton, S.; and Muslea, I. IEEE Data Engineering Bulletin, 23(4): 33--41. 2001.
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  2000 (2)
Learning the Common Structure of Data. Lerman, K.; and Minton, S. In Proceedings of the 15th National Conference on Artificial Intelligence (AAAI-2000), Menlo Park, ~26--30 2000. AAAI Press
Learning the Common Structure of Data [pdf]Paper   bibtex   4 downloads
Coalition Formation for Large-Scale Electronic Markets. Lerman, K.; and Shehory, O. In Proceedings of the International Conference on Multi-Agent Systems (ICMAS'2000), Boston, MA, 2000., pages 167--174, 2000.
Coalition Formation for Large-Scale Electronic Markets [pdf]Paper   bibtex