{"587257":{"#nid":"587257","#data":{"type":"event","title":"CSE Recruitment Seminar: Austin Bensons, Tools for Higher-Order Network Analysis","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003ENetworks are a fundamental model of complex systems in biology, neuroscience, engineering, and social science.\u0026nbsp;Networks are typically described by lower-order connectivity patterns that are captured at the level of individual nodes and edges.\u0026nbsp; However, higher-order connectivity patterns captured by small subgraphs, or network motifs, describe the fundamental structures that control and mediate the behavior of many complex systems.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EIn this talk, Bensons will discuss several higher-order analyses based on higher-order connectivity patterns that he developed to gain new insights into network data. Specifically, he will introduce a motif-based clustering methodology, a formalism for temporal motifs to study temporal networks, and a new stochastic process for tensor data. Also, Bensons will show applications of higher-order analysis in several domains, including ecology, biology, transportation, and human communication.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EAustin Benson is a Ph.D. candidate at Stanford University in the Institute for Computational and Mathematical Engineering, where he is advised by Professor Jure Leskovec of the Computer Science Department.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EHis research focuses on data-driven methods for understanding complex systems and behavior, which spans network science, matrix computations, and modeling human behavior on the Web. \u0026nbsp;Before attending Stanford, he completed undergraduate degrees in Computer Science and Applied Mathematics at the University of California, Berkeley.\u0026nbsp;Outside of the university, he has spent summers interning at Google, Sandia National Laboratories, and HP Labs.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"CSE Recruitment Lecture by Austin Bensons, Ph.D. Candidate at Stanford University"}],"uid":"30267","created_gmt":"2017-02-09 19:38:04","changed_gmt":"2017-04-13 21:12:53","author":"Devin Young","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2017-02-14T11:00:00-05:00","event_time_end":"2017-02-14T12:15:00-05:00","event_time_end_last":"2017-02-14T12:15:00-05:00","gmt_time_start":"2017-02-14 16:00:00","gmt_time_end":"2017-02-14 17:15:00","gmt_time_end_last":"2017-02-14 17:15:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"hg_media":{"587259":{"id":"587259","type":"image","title":"Austin Benson","body":null,"created":"1486669514","gmt_created":"2017-02-09 19:45:14","changed":"1486669514","gmt_changed":"2017-02-09 19:45:14","alt":"","file":{"fid":"223812","name":"Austin Benson.jpeg","image_path":"\/sites\/default\/files\/images\/Austin%20Benson.jpeg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/images\/Austin%20Benson.jpeg","mime":"image\/jpeg","size":11661,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/Austin%20Benson.jpeg?itok=zpSd9XEo"}}},"media_ids":["587259"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[],"keywords":[{"id":"173446","name":"CSE. School of Computational Science and Engineering"},{"id":"2437","name":"lecture"},{"id":"173447","name":"Austin Benson"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"78751","name":"Undergraduate students"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAnna Stroup\u003C\/p\u003E\r\n\r\n\u003Cp\u003ESr. Administrative Assistant\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Ca href=\u0022mailto:astroup@cc.gatech.edu\u0022\u003Eastroup@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}