{"id":"https://openalex.org/W3179159226","doi":"https://doi.org/10.1109/tcss.2021.3092694","title":"Social Influence Network Simulation Design Affects Behavior of Aggregated Entropy","display_name":"Social Influence Network Simulation Design Affects Behavior of Aggregated Entropy","publication_year":2021,"publication_date":"2021-07-05","ids":{"openalex":"https://openalex.org/W3179159226","doi":"https://doi.org/10.1109/tcss.2021.3092694","mag":"3179159226"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2021.3092694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2021.3092694","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047119184","display_name":"Michael J. Garee","orcid":"https://orcid.org/0000-0002-7986-3022"},"institutions":[{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]},{"id":"https://openalex.org/I55061410","display_name":"U.S. Air Force Institute of Technology","ror":"https://ror.org/03f9f1d95","country_code":"US","type":"education","lineage":["https://openalex.org/I1294991024","https://openalex.org/I1330347796","https://openalex.org/I1330347796","https://openalex.org/I2802362820","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I4210102105","https://openalex.org/I55061410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael J. Garee","raw_affiliation_strings":["Department of Operational Sciences, Air Force Institute of Technology, Wright-Patterson Air Force Base, Greene County, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Operational Sciences, Air Force Institute of Technology, Wright-Patterson Air Force Base, Greene County, OH, USA","institution_ids":["https://openalex.org/I55061410","https://openalex.org/I2799950915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103162747","display_name":"Hong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Wan","raw_affiliation_strings":["Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017375445","display_name":"Mario Ventresca","orcid":"https://orcid.org/0000-0002-1246-297X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Ventresca","raw_affiliation_strings":["School of Industrial Engineering, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047119184"],"corresponding_institution_ids":["https://openalex.org/I2799950915","https://openalex.org/I55061410"],"apc_list":null,"apc_paid":null,"fwci":0.1315,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44978545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":"2","first_page":"594","last_page":"604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":1.0,"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":1.0,"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":0.9994000196456909,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.654208779335022},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6177490949630737},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5038740038871765},{"id":"https://openalex.org/keywords/transfer-entropy","display_name":"Transfer entropy","score":0.4696212112903595},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4597182273864746},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4587637782096863},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.4355868697166443},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.43538546562194824},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42963850498199463},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4274784028530121},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3956334590911865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36712026596069336},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3666227459907532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3091632127761841},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1500275731086731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.654208779335022},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6177490949630737},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5038740038871765},{"id":"https://openalex.org/C182049051","wikidata":"https://www.wikidata.org/wiki/Q17147155","display_name":"Transfer entropy","level":3,"score":0.4696212112903595},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4597182273864746},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4587637782096863},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.4355868697166443},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.43538546562194824},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42963850498199463},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4274784028530121},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3956334590911865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36712026596069336},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3666227459907532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3091632127761841},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1500275731086731},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2021.3092694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2021.3092694","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1487573128","https://openalex.org/W1492584858","https://openalex.org/W1558006055","https://openalex.org/W1574648377","https://openalex.org/W1660184077","https://openalex.org/W1937088669","https://openalex.org/W1978252472","https://openalex.org/W1990045921","https://openalex.org/W1998692453","https://openalex.org/W2000281623","https://openalex.org/W2008620264","https://openalex.org/W2029148261","https://openalex.org/W2041782669","https://openalex.org/W2090824512","https://openalex.org/W2097747115","https://openalex.org/W2101642367","https://openalex.org/W2145117823","https://openalex.org/W2222283188","https://openalex.org/W2364992554","https://openalex.org/W2604226936","https://openalex.org/W2765195368","https://openalex.org/W2787894218","https://openalex.org/W2789653735","https://openalex.org/W3125554291","https://openalex.org/W4231517985","https://openalex.org/W4247063730","https://openalex.org/W4247925310","https://openalex.org/W4254048460","https://openalex.org/W4294141750","https://openalex.org/W6604828220","https://openalex.org/W6608187581","https://openalex.org/W6634406795"],"related_works":["https://openalex.org/W2009218479","https://openalex.org/W2012408753","https://openalex.org/W1999409691","https://openalex.org/W1966203994","https://openalex.org/W2970690932","https://openalex.org/W2150055352","https://openalex.org/W2110715801","https://openalex.org/W2055254734","https://openalex.org/W2356475741","https://openalex.org/W1993345826"],"abstract_inverted_index":{"As":[0],"agents":[1],"interact":[2],"and":[3,80,106,119,127,136,153],"influence":[4,53,134,179],"one":[5],"another":[6],"in":[7,54,173],"a":[8,123],"social":[9,52,178],"network,":[10],"the":[11,32,101,131,143],"opinions":[12,118],"they":[13],"hold":[14],"about":[15,176],"some":[16,151],"common":[17],"topic":[18],"can":[19,93,161],"change":[20],"over":[21],"time.":[22],"These":[23,168],"changes":[24,86],"may":[25,170],"enable":[26,49],"us":[27],"to":[28,39,142,150],"infer":[29],"mechanisms":[30,44],"of":[31,51,133],"network":[33],"that":[34],"control":[35],"how":[36],"interactions":[37],"lead":[38],"opinion":[40,46,75,85,91,182],"change.":[41],"Inferring":[42],"such":[43],"from":[45,185],"data":[47,76,183],"could":[48],"analysis":[50],"data-sparse":[55],"scenarios.":[56],"However,":[57],"limited":[58],"work":[59,99,172],"has":[60],"focused":[61],"on":[62,116],"this":[63,71],"problem,":[64],"despite":[65],"its":[66],"clear":[67],"value.":[68],"To":[69],"address":[70],"gap,":[72],"we":[73],"create":[74],"using":[77,96,122,164,181],"agent-based":[78],"simulation":[79,108],"experimental":[81],"design.":[82],"By":[83],"viewing":[84],"as":[87],"an":[88],"information-generating":[89],"process,":[90],"dynamics":[92],"be":[94,162],"studied":[95],"entropy.":[97],"This":[98],"explores":[100],"relationships":[102],"between":[103],"aggregated":[104],"entropy":[105,112,144],"five":[107],"design":[109,159],"factors.":[110],"Three":[111],"measures":[113],"are":[114,120,139],"calculated":[115],"continuous-valued":[117],"analyzed":[121],"main":[124],"effects":[125],"model":[126,135],"cluster":[128,166],"analysis.":[129,167],"Overall,":[130],"choices":[132],"error":[137],"distribution":[138],"most":[140],"important":[141,149],"measures,":[145,152],"activation":[146],"regime":[147],"is":[148,156],"population":[154],"size":[155],"unimportant.":[157],"Also,":[158],"variation":[160],"detected":[163],"time-series":[165],"findings":[169],"support":[171],"inferring":[174],"properties":[175],"real-world":[177],"networks":[180],"collected":[184],"their":[186],"members.":[187]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
