{"id":"https://openalex.org/W2290573848","doi":"https://doi.org/10.1109/cdc.2015.7402658","title":"The value of temporal data for learning of influence networks: A characterization via Kullback-Leibler divergence","display_name":"The value of temporal data for learning of influence networks: A characterization via Kullback-Leibler divergence","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2290573848","doi":"https://doi.org/10.1109/cdc.2015.7402658","mag":"2290573848"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2015.7402658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2015.7402658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 54th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/110806","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026064656","display_name":"Munther A. Dahleh","orcid":"https://orcid.org/0000-0002-1470-2148"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Munther A. Dahleh","raw_affiliation_strings":["The Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"The Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108523422","display_name":"John N. Tsitsiklis","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John N. Tsitsiklis","raw_affiliation_strings":["The Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"The Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053892497","display_name":"Spyros I. Zoumpoulis","orcid":"https://orcid.org/0000-0002-4662-7787"},"institutions":[{"id":"https://openalex.org/I102272798","display_name":"INSEAD","ror":"https://ror.org/00ghzk478","country_code":"FR","type":"education","lineage":["https://openalex.org/I102272798"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Spyros I. Zoumpoulis","raw_affiliation_strings":["The Decision Sciences Area at INSEAD, Fontainebleau, France"],"affiliations":[{"raw_affiliation_string":"The Decision Sciences Area at INSEAD, Fontainebleau, France","institution_ids":["https://openalex.org/I102272798"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026064656"],"corresponding_institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14494434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2907","last_page":"2912"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.7964556217193604},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.6747806668281555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6701684594154358},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5558698773384094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4966452717781067},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.48354125022888184},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4731886386871338},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4611198604106903},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42066490650177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4177151620388031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3252352476119995}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7964556217193604},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.6747806668281555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701684594154358},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5558698773384094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4966452717781067},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.48354125022888184},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4731886386871338},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4611198604106903},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42066490650177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4177151620388031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3252352476119995},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2015.7402658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2015.7402658","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 54th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/110806","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/110806","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT Web Domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/110806","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/110806","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT Web Domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1587091176","https://openalex.org/W1752870744","https://openalex.org/W1963766209","https://openalex.org/W1965048988","https://openalex.org/W1984825171","https://openalex.org/W1996816151","https://openalex.org/W2001667451","https://openalex.org/W2049250173","https://openalex.org/W2061820396","https://openalex.org/W2092418988","https://openalex.org/W2096431153","https://openalex.org/W2099111195","https://openalex.org/W2111772797","https://openalex.org/W2114389382","https://openalex.org/W2124486211","https://openalex.org/W2131997358","https://openalex.org/W2140536181","https://openalex.org/W2142880609","https://openalex.org/W2150546315","https://openalex.org/W2154329266","https://openalex.org/W2164900957","https://openalex.org/W2168263014","https://openalex.org/W2478708596","https://openalex.org/W2763292376","https://openalex.org/W2950143436","https://openalex.org/W2962860893","https://openalex.org/W3098335816","https://openalex.org/W3098724218","https://openalex.org/W3106340914","https://openalex.org/W3195929331","https://openalex.org/W4300167274","https://openalex.org/W6629574937","https://openalex.org/W6674221277","https://openalex.org/W6680670352","https://openalex.org/W6681235718","https://openalex.org/W6682606780"],"related_works":["https://openalex.org/W2105321464","https://openalex.org/W2887774187","https://openalex.org/W2388220555","https://openalex.org/W1554844486","https://openalex.org/W1520875569","https://openalex.org/W3048739257","https://openalex.org/W1665563134","https://openalex.org/W2963604926","https://openalex.org/W2199957582","https://openalex.org/W2033178790"],"abstract_inverted_index":{"We":[0],"infer":[1],"local":[2],"influence":[3],"relations":[4],"between":[5],"networked":[6],"entities":[7,51,62],"from":[8],"data":[9,18],"on":[10],"outcomes":[11],"and":[12,26,66],"assess":[13],"the":[14,28,33,37,48,58,61,68,71],"value":[15],"of":[16,30,32,44,50,70],"temporal":[17],"by":[19],"formulating":[20],"relevant":[21],"binary":[22],"hypothesis":[23,35],"testing":[24],"problems":[25],"characterizing":[27],"speed":[29],"learning":[31],"correct":[34],"via":[36],"Kullback-Leibler":[38],"divergence,":[39],"under":[40],"three":[41],"different":[42],"types":[43],"available":[45],"data:":[46],"knowing":[47,57,67],"set":[49],"who":[52],"take":[53,63],"a":[54],"particular":[55],"action;":[56,65],"order":[59],"that":[60],"an":[64],"times":[69],"actions.":[72]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
