Kristina Lerman - Publications

Computer Science University of Southern California, Los Angeles, CA, United States 
Computer Science

73 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ngo SC, Percus AG, Burghardt K, Lerman K. The transsortative structure of networks. Proceedings. Mathematical, Physical, and Engineering Sciences. 476: 20190772. PMID 32523411 DOI: 10.1098/Rspa.2019.0772  0.356
2020 Chen E, Lerman K, Ferrara E. #COVID-19: A Public Coronavirus Twitter Dataset Tracking Social Media Discourse about the Pandemic. Jmir Public Health and Surveillance. PMID 32427106 DOI: 10.2196/19273  0.369
2020 Alipourfard N, Nettasinghe B, Abeliuk A, Krishnamurthy V, Lerman K. Friendship paradox biases perceptions in directed networks. Nature Communications. 11: 707. PMID 32024843 DOI: 10.1038/S41467-020-14394-X  0.448
2020 Nettasinghe B, Krishnamurthy V, Lerman K. Diffusion in Social Networks: Effects of Monophilic Contagion, Friendship Paradox and Reactive Networks Ieee Transactions On Network Science and Engineering. 7: 1121-1132. DOI: 10.1109/Tnse.2019.2909015  0.36
2019 Fennell PG, Zuo Z, Lerman K. Predicting and explaining behavioral data with structured feature space decomposition Epj Data Science. 8. DOI: 10.1140/Epjds/S13688-019-0201-0  0.328
2019 Ambite JL, Fierro L, Gordon J, Burns G, Geigl F, Lerman K, Horn JDV. BD2K Training Coordinating Center's ERuDIte: the Educational Resource Discovery Index for Data Science Ieee Transactions On Emerging Topics in Computing. 1-1. DOI: 10.1109/Tetc.2019.2903466  0.333
2019 Badawy A, Addawood A, Lerman K, Ferrara E. Characterizing the 2016 Russian IRA influence campaign Social Network Analysis and Mining. 9. DOI: 10.1007/S13278-019-0578-6  0.427
2018 Wu XZ, Fennell PG, Percus AG, Lerman K. Degree correlations amplify the growth of cascades in networks. Physical Review. E. 98: 022321. PMID 30253536 DOI: 10.1103/Physreve.98.022321  0.33
2018 Deb A, Lerman K, Ferrara E. Predicting Cyber-Events by Leveraging Hacker Sentiment Information. 9: 280. DOI: 10.3390/Info9110280  0.302
2018 Espín-Noboa L, Wagner C, Karimi F, Lerman K. Towards Quantifying Sampling Bias in Network Inference Arxiv: Social and Information Networks. 1277-1285. DOI: 10.1145/3184558.3191567  0.336
2017 Allem JP, Ramanujam J, Lerman K, Chu KH, Boley Cruz T, Unger JB. Identifying Sentiment of Hookah-Related Posts on Twitter. Jmir Public Health and Surveillance. 3: e74. PMID 29046267 DOI: 10.2196/Publichealth.8133  0.342
2017 Wu XZ, Percus AG, Lerman K. Neighbor-Neighbor Correlations Explain Measurement Bias in Networks. Scientific Reports. 7: 5576. PMID 28717155 DOI: 10.1038/S41598-017-06042-0  0.334
2017 Lamprecht D, Lerman K, Helic D, Strohmaier M. How the structure of Wikipedia articles influences user navigation. The New Review of Hypermedia and Multimedia. 23: 29-50. PMID 28670171 DOI: 10.1080/13614568.2016.1179798  0.405
2017 Burghardt K, Alsina EF, Girvan M, Rand W, Lerman K. The myopia of crowds: Cognitive load and collective evaluation of answers on Stack Exchange. Plos One. 12: e0173610. PMID 28301531 DOI: 10.1371/Journal.Pone.0173610  0.344
2017 Hotho A, Jäschke R, Lerman K. Mining social semantics on the social web Semantic Web. 8: 623-624. DOI: 10.3233/Sw-170272  0.413
2017 Kang J, Lerman K. Effort Mediates Access to Information in Online Social Networks Acm Transactions On the Web. 11: 1-19. DOI: 10.1145/2990506  0.483
2017 Yan X, Sadler BM, Drost RJ, Yu PL, Lerman K. Graph Filters and the Z-Laplacian Ieee Journal of Selected Topics in Signal Processing. 11: 774-784. DOI: 10.1109/Jstsp.2017.2730040  0.309
2017 Huang A, Gallegos L, Lerman K. Travel analytics: Understanding how destination choice and business clusters are connected based on social media data Transportation Research Part C: Emerging Technologies. 77: 245-256. DOI: 10.1016/J.Trc.2016.12.019  0.303
2016 Singer P, Ferrara E, Kooti F, Strohmaier M, Lerman K. Evidence of Online Performance Deterioration in User Sessions on Reddit. Plos One. 11: e0161636. PMID 27560185 DOI: 10.1371/Journal.Pone.0161636  0.372
2016 Lerman K, Yan X, Wu XZ. The "Majority Illusion" in Social Networks. Plos One. 11: e0147617. PMID 26886112 DOI: 10.1371/Journal.Pone.0147617  0.411
2016 Yan X, Teng S, Lerman K, Ghosh R. Capturing the interplay of dynamics and networks through parameterizations of Laplacian operators Peerj Computer Science. 2: e57. DOI: 10.7717/Peerj-Cs.57  0.589
2016 Lerman K. Information Is Not a Virus, and Other Consequences of Human Cognitive Limits Future Internet. 8: 21. DOI: 10.3390/Fi8020021  0.422
2016 Smith LM, Zhu L, Lerman K, Percus AG. Partitioning Networks with Node Attributes by Compressing Information Flow Acm Transactions On Knowledge Discovery From Data. 11: 1-26. DOI: 10.1145/2968451  0.362
2016 Subrahmanian VS, Azaria A, Durst S, Kagan V, Galstyan A, Lerman K, Zhu L, Ferrara E, Flammini A, Menczer F. The DARPA Twitter Bot Challenge Computer. 49: 38-46. DOI: 10.1109/Mc.2016.183  0.362
2016 Lerman K, Arora M, Gallegos L, Kumaraguru P, Garcia D. Emotions, demographics and sociability in Twitter interactions Proceedings of the 10th International Conference On Web and Social Media, Icwsm 2016. 201-210.  0.322
2015 Ghosh R, Lerman K. The Impact of Network Flows on Community Formation in Models of Opinion Dynamics Journal of Mathematical Sociology. 39: 109-124. DOI: 10.1080/0022250X.2014.905776  0.586
2015 Kang JH, Lerman K. User effort and network structure mediate access to information in networks Proceedings of the 9th International Conference On Web and Social Media, Icwsm 2015. 198-207.  0.39
2014 Lerman K, Hogg T. Leveraging position bias to improve peer recommendation. Plos One. 9: e98914. PMID 24919071 DOI: 10.1371/Journal.Pone.0098914  0.379
2014 Hodas NO, Lerman K. The simple rules of social contagion. Scientific Reports. 4: 4343. PMID 24614301 DOI: 10.1038/Srep04343  0.427
2014 Ghosh R, Lerman K. Rethinking centrality: The role of dynamical processes in social network analysis Discrete and Continuous Dynamical Systems - Series B. 19: 1355-1372. DOI: 10.3934/Dcdsb.2014.19.1355  0.644
2013 Smith LM, Lerman K, Garcia-Cardona C, Percus AG, Ghosh R. Spectral clustering with epidemic diffusion. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 88: 042813. PMID 24229231 DOI: 10.1103/Physreve.88.042813  0.545
2013 Intagorn S, Lerman K. Mining geospatial knowledge on the social web Using Social and Information Technologies For Disaster and Crisis Management. 98-112. DOI: 10.4018/978-1-4666-2788-8.ch007  0.377
2013 Kang JH, Lerman K. Structural and cognitive bottlenecks to information access in social networks Ht 2013 - Proceedings of the 24th Acm Conference On Hypertext and Social Media. 51-59. DOI: 10.1145/2481492.2481498  0.39
2013 Lerman K, Jain P, Ghosh R, Kang JH, Kumaraguru P. Limited attention and centrality in social networks Proceedings - 2013 International Conference On Social Intelligence and Technology, Society 2013. 80-89. DOI: 10.1109/Society.2013.11  0.662
2013 Smith LM, Zhu L, Lerman K, Kozareva Z. The role of social media in the discussion of controversial topics Proceedings - Socialcom/Passat/Bigdata/Econcom/Biomedcom 2013. 236-243. DOI: 10.1109/SocialCom.2013.41  0.334
2013 Kang JH, Lerman K, Getoor L. LA-LDA: A limited attention topic model for social recommendation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7812: 211-220. DOI: 10.1007/978-3-642-37210-0_23  0.354
2013 Kang JH, Lerman K. LA-CTR: A limited attention collaborative topic regression for social media Proceedings of the 27th Aaai Conference On Artificial Intelligence, Aaai 2013. 1128-1134.  0.35
2012 Lerman K, Ghosh R. Network structure, topology, and dynamics in generalized models of synchronization. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 86: 026108. PMID 23005826 DOI: 10.1103/Physreve.86.026108  0.6
2012 Intagorn S, Lerman K. A probabilistic approach to mining geospatial knowledge from social annotations Acm International Conference Proceeding Series. 1717-1721. DOI: 10.1145/2429177.2429178  0.464
2012 Lerman K, Hogg T. Using stochastic models to describe and predict social dynamics of web users Acm Transactions On Intelligent Systems and Technology. 3. DOI: 10.1145/2337542.2337547  0.456
2012 Lerman K, Intagorn S, Kang JH, Ghosh R. Using proximity to predict activity in social networks Www'12 - Proceedings of the 21st Annual Conference On World Wide Web Companion. 555-556. DOI: 10.1145/2187980.2188124  0.576
2012 Kang JH, Lerman K. Using lists to measure homophily on twitter Aaai Workshop - Technical Report. 26-32.  0.361
2011 Ghosh R, Lerman K. Parameterized centrality metric for network analysis. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 83: 066118. PMID 21797452 DOI: 10.1103/Physreve.83.066118  0.593
2011 Helic D, Strohmaier M, Trattner C, Muhr M, Lerman K. Pragmatic evaluation of folksonomies Proceedings of the 20th International Conference On World Wide Web, Www 2011. 417-426. DOI: 10.1145/1963405.1963465  0.318
2011 Ghosh R, Lerman K. A framework for quantitative analysis of cascades on networks Proceedings of the 4th Acm International Conference On Web Search and Data Mining, Wsdm 2011. 665-674. DOI: 10.1145/1935826.1935917  0.614
2011 Plangprasopchok A, Lerman K, Getoor L. A probabilistic approach for learning folksonomies from structured data Proceedings of the 4th Acm International Conference On Web Search and Data Mining, Wsdm 2011. 555-564. DOI: 10.1145/1935826.1935905  0.742
2011 Kang JH, Lerman K. Leveraging user diversity to harvest knowledge on the social web Proceedings - 2011 Ieee International Conference On Privacy, Security, Risk and Trust and Ieee International Conference On Social Computing, Passat/Socialcom 2011. 215-222. DOI: 10.1109/PASSAT/SocialCom.2011.106  0.382
2011 Ghosh R, Kuo TT, Hsu CN, Lin SD, Lerman K. Time-aware ranking in dynamic citation networks Proceedings - Ieee International Conference On Data Mining, Icdm. 373-380. DOI: 10.1109/ICDMW.2011.183  0.55
2010 Kang JH, Lerman K, Plangprasopchok A. Analyzing microblogs with affinity propagation Soma 2010 - Proceedings of the 1st Workshop On Social Media Analytics. 67-70. DOI: 10.1145/1964858.1964868  0.701
2010 Plangprasopchok A, Lerman K. Modeling social annotation: A bayesian approach Acm Transactions On Knowledge Discovery From Data. 5. DOI: 10.1145/1870096.1870100  0.775
2010 Plangprasopchok A, Lerman K, Getoor L. Growing a tree in the forest: Constructing folksonomies by integrating structured metadata Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 949-958. DOI: 10.1145/1835804.1835924  0.763
2010 Lerman K, Ghosh R, Kang JH. Centrality metric for dynamic networks Proceedings of the 8th Workshop On Mining and Learning With Graphs, Mlg'10. 70-77. DOI: 10.1145/1830252.1830262  0.547
2010 Plangprasopchok A, Lerman K, Getoor L. Constructing folksonomies by integrating structured metadatawith relational clustering Aaai Workshop - Technical Report. 32-39. DOI: 10.1145/1772690.1772856  0.756
2010 Lerman K, Hogg T. Using a model of social dynamics to predict popularity of news Proceedings of the 19th International Conference On World Wide Web, Www '10. 621-630. DOI: 10.1145/1772690.1772754  0.329
2010 Hogg T, Lerman K. Social dynamics of Digg Icwsm 2010 - Proceedings of the 4th International Aaai Conference On Weblogs and Social Media. 247-250. DOI: 10.1140/Epjds5  0.482
2010 Plangprasopchok A, Lerman K, Getoor L. Integrating structured metadata with relational affinity propagation Aaai Workshop - Technical Report. 70-75.  0.738
2010 Lerman K, Ghosh R. Information contagion: An empirical study of the spread of news on Digg and Twitter social networks Icwsm 2010 - Proceedings of the 4th International Aaai Conference On Weblogs and Social Media. 90-97.  0.374
2010 Intagorn S, Plangprasopchok A, Lerman K. Harvesting geospatial knowledge from social metadata Iscram 2010 - 7th International Conference On Information Systems For Crisis Response and Management: Defining Crisis Management 3.0, Proceedings 0.762
2009 Lerman K, Plangprasopchok A. Leveraging user-specified metadata to personalize image search Handbook of Research On Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications. 1: 296-310. DOI: 10.4018/978-1-60566-384-5.ch017  0.736
2009 Plangprasopchok A, Lerman K. Constructing folksonomies from user-specified relations on Flickr Www'09 - Proceedings of the 18th International World Wide Web Conference. 781-790. DOI: 10.1145/1526709.1526814  0.749
2009 Ghosh R, Lerman K. Structure of heterogeneous networks Proceedings - 12th Ieee International Conference On Computational Science and Engineering, Cse 2009. 4: 98-105. DOI: 10.1109/CSE.2009.142  0.572
2009 Ghosh R, Lerman K. Community detection using a measure of global influence Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5498: 20-35. DOI: 10.1007/978-3-642-14929-0_2  0.567
2008 Balduccini M, Baral C, Brodaric B, Colton S, Fox P, Gutelius D, Hinkelman K, Horswill I, Huberman B, Hudlicka E, Lerman K, Lisetti C, McGuinness D, Maher ML, Musen MA, et al. Reports of the AAAI 2008 Spring Symposia Ai Magazine. 29: 107-115. DOI: 10.1609/Aimag.V29I3.2148  0.412
2008 Ambite JL, Knoblock CA, Lerman K, Plangprasopchok A, Russ T, Gazen C, Minton S, Carman M. Exploiting data semantics to discover, extract, and model web sources Proceedings - Ieee International Conference On Data Mining Workshops, Icdm Workshops 2008. 771-779. DOI: 10.1109/ICDMW.2008.134  0.7
2008 Plangprasopchok A, Lerman K. On constructing shallow taxonomies from social annotations Aaai Spring Symposium - Technical Report. 78-80.  0.723
2007 Lerman K, Plangprasopchock A, Knoblock CA. Semantic Labeling of Online Information Sources International Journal On Semantic Web and Information Systems. 3: 36-56. DOI: 10.4018/Jswis.2007070102  0.359
2007 Lerman K. Social information processing in news aggregation Ieee Internet Computing. 11: 16-28. DOI: 10.1109/Mic.2007.136  0.444
2007 Plangprasopchok A, Lerman K. Exploiting social annotation for automatic resource discovery Aaai Workshop - Technical Report. 86-91.  0.733
2007 Lerman K, Plangprasopchok A, Wong C. Personalizing image search results on Flickr Aaai Workshop - Technical Report. 65-75.  0.671
2006 Lerman K, Plangprasopchok A, Knoblock CA. Automatically labeling the inputs and outputs of web services Proceedings of the National Conference On Artificial Intelligence. 2: 1363-1368.  0.697
2005 Galstyan A, Czajkowski K, Lerman K. Resource allocation in the Grid with learning agents Journal of Grid Computing. 3: 91-100. DOI: 10.1007/S10723-005-9003-7  0.344
2003 Lerman K, Minton SN, Knoblock CA. Wrapper maintenance: A machine learning approach Journal of Artificial Intelligence Research. 18: 149-181. DOI: 10.1613/Jair.1145  0.36
2002 Galstyan A, Lerman K. Adaptive Boolean networks and minority games with time-dependent capacities. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 66: 015103. PMID 12241409 DOI: 10.1103/Physreve.66.015103  0.323
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