[Social Web | Semantic Modeling | Robots & Multi-Agent Systems | Games & Networks | Physics]
My articles on Social Web on CiteULike
Anon Plangprasopchok and K. Lerman (2008), Modeling Social Annotation: a Bayesian Approach, in submission [pdf]
Rumi Ghosh and K. Lerman (2008),
K. Lerman (2007), Social Information Processing in Social News Aggregation, Extended version of the paper in IEEE Internet Computing special issue on Social Search 11(6), pp.16-28, 2007. (cs.CY/0703087) [pdf] [bibtex]
Tad Hogg and K. Lerman (2009), Stochastic Models of User-Contributory Web Sites, International Conference on Weblogs and Social Media, San Jose, CA. [pdf] [bibtex]
Anon Plangprasopchok and K. Lerman (2009), Constructing Folksonomies from User-Specified Relations on Flickr, International World Wide Web Conference, Madrid, Spain. [pdf] [bibtex]
Jose Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas Russ, Cenk Gazen, Steven Minton, Mark Carman (2008), Exploiting Data Semantics to Discover, Extract, and Model Web Sources , in Proceedings of the ICDM Workshop on Semantic Aspects of Data Mining [bibtex]
K. Lerman and Aram Galstyan (2008), Analysis of Social Voting Patterns on Digg , in Proceedings of the ACM SIGCOMM Workshop on Online Social Networks [bibtex]
K. Lerman (2007), User Participation in Social Media: Digg Study , in Proceedings of the International Workshop on Social Media Analysis (SMA07), Conference on Web Intelligence and Intelligent Agent Technology [pdf] [bibtex]
K. Lerman (2007), Dynamics of collaborative document rating systems, in Proceedings of KDD workshop on Social Network Analysis [pdf]
Anon Plangrasopchok and K. Lerman (2007), Exploiting Social Annotation for Automatic Resource Discovery, in Proceedings of AAAI workshop on Information Integration [pdf] [bibtex]
K. Lerman, Anon Plangrasopchok and Chio Wong (2007), Personalizing Image Search Results on Flickr, in Proceedings of AAAI workshop on Intelligent Web Personalization [pdf] [bibtex]
K. Lerman and Laurie Jones (2007), Social
Browsing on Flickr, in Proceedings of
Int. Conf. on Weblogs and
Social Media,
K. Lerman (2007), Social
Networks and
Social Information Filtering on Digg, in Proceedings
of Int. Conf.
on Weblogs and Social Media,
Jim Blythe, Dipsy Kapoor, Craig Knoblock, K. Lerman, and Steven Minton (2008), Information Integration for the Masses, J.UCS special issue on Wrapping Web Data Islands. [pdf] [bibtex]
K. Lerman and Anon Plangrasopchok and Craig A.Knoblock (2007), Semantic Labeling of Online Information Sources, in Pavel Shaiko (Eds.) IJSWIS, special issue on Ontology Matching. [pdf] [bibtex]
K. Lerman and Steven Minton and Craig A. Knoblock (2005), “Machine Learning Techniques for Web Wrapper Maintenance,” in Goran D. Putnik and Maria Manuela Cunha (Eds.) Virtual Enterprise Integration: Technological and Organizational Perspective, Idea Group, Hershey, PA.
Craig A. Knoblock,
K. Lerman, Steven Minton,
and Ion Muslea, “Accurately
and reliably extracting data from the web: A machine learning approach,”
In L. Zadeh (Ed.)
Intelligent exploration of the web, pp.275–287, Physica-Verlag,
K. Lerman, Steven Minton and Craig Knoblock (2003) "Wrapper Maintenance: A Machine Learning Approach", Journal of Artificial Intelligence Research 18:149-181.
K. Lerman, Anon Plangrasopchok and Craig Knoblock (2006), Automatically Labeling
the Inputs and Outputs of
Web Services ,
in Proceedings of AAAI-2006,
K. Lerman, Lise
Getoor,
Steven Minton and Craig Knoblock
(2004), Using the
Structure of Web Sites for Automatic
Segmentation of Tables, in Proc. of
SIGMOD-2004,
Hans Chalupsky,
Yolanda Gil, Craig A. Knoblock,
K. Lerman, Jean Oh, David V. Pynadath,
Thomas A. Russ, Milind Tambe (2001) "Electric
Elves:
Applying Agent Technology to Support Human Organizations",
IAAI-2001,
K. Lerman and Steven Minton (2000) "Learning
the Common
Structure of Data," AAAI-2000,
(abstract)(pdf)
Jose Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas Russ, Cenk Gazen, Steven Minton, Mark Carman (2008), Exploiting Data Semantics to Discover, Extract, and Model Web Sources , in Proceedings of the ICDM Workshop on Semantic Aspects of Data Mining [bibtex]
K. Lerman, Craig A. Knoblock and Steven Minton (2001) "Automatic Data Extraction from Lists and Tables in Web Sources," Automatic Text Extraction and Mining workshop (ATEM-01), IJCAI-01, Seattle, WA, August 2001.
K. Lerman (1999) "Document Clustering in Reduced Dimension Vector Space," unpublished. (abstract) (pdf)
Valentino Crespi, Aram Galstyan and K. Lerman, "Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems," in Autonomous Robots 24:3, pp. 303--313, 2008. [Springer online]
K. Lerman, Chris V.
Jones,
K. Lerman, “A model of adaptation in collaborative multi-agent systems,” Adaptive Behavior 12(3–4):187–198, 2004.
K. Lerman, Alcherio
Martinoli
and
K. Lerman and
K. Lerman and
K. Lerman
Aram Galstyan,
Tad Hogg and K. Lerman,
“Modeling and
mathematical analysis of
swarms of microscopic robots,” IEEE
Swarm Intelligence Symposium (SIS-2005),
Valentino Crespi, Aram Galstyan and K. Lerman (2005), “Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems,” shortened version in Proc. of the International Conference on Autonomous Agents and Multi-Agent Systems AAMAS-05
K. Lerman and
K. Lerman and
K. Lerman and Onn Shehory
(2000) "Coalition Formation for Large-Scale
Electronic Markets," ICMAS-2000,
K. Lerman and
K. Lerman (2003), A
model of adaptation in collaborative multi-agent systems,
workshop on
the Mathematics and Algorithms of Social Insects (MASI-2003),
K. Lerman and Aram Galstyan (2002) "Two Paradigms for the Design of Artificial Collectives," workshop on Collectives and Design of Complex Systems, NASA/Ames.
K. Lerman "Design and Mathematical Analysis of Agent-based Systems," Lecture Notes in Artificial Intelligence (LNAI) 1871, p. 222 ff., Springer-Verlag, Berlin Heidelberg, 2001. (abstract) (pdf)
Unpublished
K. Lerman, Aram Galstyan and Tad Hogg (2003), "Mathematical Analysis of Multi-Agent Systems," (cs.RO/0404002)
K. Lerman and
Aram Galstyan and K. Lerman (2001) "A
Stochastic Model of Platoon
Formation in Traffic Flow," TASK workshop,
Aram Galstyan,
Karl Czajkowski
and K. Lerman (2004), "Resource
Allocation in
the Grid Using Reinforcement Learning," shortened
version in Proc.
of the International Conference on Autonomous Agents and Multi-Agent
Systems
AAMAS-04,
Aram Galstyan, Bhaskar Krishnamachari, Sundeep Pattem and K. Lerman (2004), Distributed Online Localization in Sensor Networks Using a Moving Target, in Information Processing in Sensor Networks (IPSN-2004), Berkeley, CA.
Alejandro
K. Lerman, David S. Cannell and Guenter Ahlers (1999) "Analysis of Transients for Binary Mixture Convection in Cylindrical Geometry," Physical ReviewE59, 2975.(abstract) (pdf)
K. Lerman, David S. Cannell and Guenter Ahlers (1996) "Different Convection Dynamics in Mixtures with the Same Separation Ratio," Physical Review E53, R2041.(abstract) (pdf)
K. Lerman, Eberhard Bodenschatz, David S. Cannell and Guenter Ahlers (1993) "Transient Localized States in 2d Binary Liquid Convection," Physical Review Letters 70, 3572.(abstract) (pdf)
Eberhard Bodenschatz, David S. Cannell, John R. de Bruyn, Robert Ecke, Yu-Chou Hu, K. Lerman and Guenter Ahlers (1992) "Experiments in three systems with non-variational aspects," Physica D 61, 77.
K. C. Hasson, G. D. Gates, K. Lerman, P. Bogorad, and W. Happer (1990) "Spin relaxation due to magnetic-field inhomogeneities: Quartic dependence and diffusion-constant measurements," Physical Review A 41, 3672.
Last
modified: 2009
K. Lerman,