{"id":"https://openalex.org/W4312648566","doi":"https://doi.org/10.1109/tcss.2022.3218485","title":"Cost Function Learning in Memorized Social Networks With Cognitive Behavioral Asymmetry","display_name":"Cost Function Learning in Memorized Social Networks With Cognitive Behavioral Asymmetry","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4312648566","doi":"https://doi.org/10.1109/tcss.2022.3218485"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3218485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3218485","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/A5056011834","display_name":"Yanbing Mao","orcid":"https://orcid.org/0000-0002-7233-4179"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanbing Mao","raw_affiliation_strings":["Engineering Technology Division, Wayne State University, Detroit, MI, USA"],"raw_orcid":"https://orcid.org/0000-0002-7233-4179","affiliations":[{"raw_affiliation_string":"Engineering Technology Division, Wayne State University, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072084780","display_name":"Jinning Li","orcid":"https://orcid.org/0000-0003-1927-9999"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinning Li","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana–Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-1927-9999","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana–Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029998748","display_name":"Naira Hovakimyan","orcid":"https://orcid.org/0000-0003-3850-1073"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naira Hovakimyan","raw_affiliation_strings":["Department of Mechanical Science and Engineering, University of Illinois at Urbana–hampaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-3850-1073","affiliations":[{"raw_affiliation_string":"Department of Mechanical Science and Engineering, University of Illinois at Urbana–hampaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087114395","display_name":"Tarek Abdelzaher","orcid":"https://orcid.org/0000-0003-3883-7220"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek Abdelzaher","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana–Champaign, Urbana, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-3883-7220","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana–Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073745651","display_name":"Christian Lebi\u00e8re","orcid":"https://orcid.org/0000-0003-4865-3062"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Lebiere","raw_affiliation_strings":["Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4865-3062","affiliations":[{"raw_affiliation_string":"Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":0.9068,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73272132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"418","last_page":"430"},"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":0.9972000122070312,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9932000041007996,"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/novelty","display_name":"Novelty","score":0.678948163986206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6325469017028809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5516796112060547},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5311970114707947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5267293453216553},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5265831351280212},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4502234160900116},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.36286842823028564},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22786253690719604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18143394589424133},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11405166983604431}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.678948163986206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6325469017028809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5516796112060547},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5311970114707947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5267293453216553},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5265831351280212},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4502234160900116},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.36286842823028564},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22786253690719604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18143394589424133},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11405166983604431},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2022.3218485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3218485","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":[],"awards":[{"id":"https://openalex.org/G7091742882","display_name":null,"funder_award_id":"HR001121C0165","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7539239994","display_name":null,"funder_award_id":"HR00112290105","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1970916399","https://openalex.org/W1980387043","https://openalex.org/W1982942934","https://openalex.org/W1999874108","https://openalex.org/W2027514326","https://openalex.org/W2042506773","https://openalex.org/W2076451073","https://openalex.org/W2113096089","https://openalex.org/W2232384272","https://openalex.org/W2559993074","https://openalex.org/W2788068499","https://openalex.org/W2791544114","https://openalex.org/W2889149332","https://openalex.org/W2911316989","https://openalex.org/W2911326693","https://openalex.org/W2927967630","https://openalex.org/W2962854160","https://openalex.org/W2963877803","https://openalex.org/W2964023580","https://openalex.org/W2965243272","https://openalex.org/W2990116160","https://openalex.org/W2997474044","https://openalex.org/W3013046751","https://openalex.org/W3032733200","https://openalex.org/W3084298332","https://openalex.org/W3095845083","https://openalex.org/W3102734272","https://openalex.org/W3112896765","https://openalex.org/W3117918574","https://openalex.org/W3120164212","https://openalex.org/W4210773468","https://openalex.org/W4248896072","https://openalex.org/W4250134109","https://openalex.org/W4253974119","https://openalex.org/W4285125625","https://openalex.org/W6638440308","https://openalex.org/W6674884181","https://openalex.org/W6676950571","https://openalex.org/W6677978604","https://openalex.org/W6679958247","https://openalex.org/W6681478256","https://openalex.org/W6775764053","https://openalex.org/W6775896046","https://openalex.org/W6776471204"],"related_works":["https://openalex.org/W4400868993","https://openalex.org/W3096874164","https://openalex.org/W1985560493","https://openalex.org/W2386410636","https://openalex.org/W2357975469","https://openalex.org/W2145363145","https://openalex.org/W1626977535","https://openalex.org/W4284974072","https://openalex.org/W2341346307","https://openalex.org/W4404955202"],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"the":[3,35,51,57,71,75,86,91,105,108,114,120],"cost":[4,67],"function":[5],"learning":[6,66],"in":[7],"social":[8,28,110,122],"information":[9],"networks,":[10],"wherein":[11],"human":[12],"memory":[13],"and":[14,46,61,100,113],"cognitive":[15,40],"bias":[16,41,45],"are":[17,79],"explicitly":[18],"taken":[19],"into":[20],"account.":[21],"We":[22],"first":[23],"propose":[24,56],"a":[25,32,95],"model":[26,60,112],"for":[27,93],"information-diffusion":[29,111],"dynamics,":[30],"with":[31,70],"focus":[33],"on":[34,50,85],"systematic":[36],"modeling":[37],"of":[38,77,107],"asymmetric":[39],"represented":[42],"by":[43,119],"confirmation":[44],"novelty":[47],"bias.":[48],"Building":[49],"dynamics":[52],"model,":[53],"we":[54],"then":[55],"M3IRL\u2014a":[58],"memorized":[59],"maximum-entropy-based":[62],"inverse":[63],"reinforcement":[64],"learning\u2014for":[65],"functions.":[68],"Compared":[69],"existing":[72],"model-free":[73],"IRLs,":[74],"characteristics":[76],"M3IRL":[78,115],"significantly":[80],"different":[81],"here:":[82],"no":[83],"dependence":[84],"Markov":[87],"decision":[88,102],"process":[89],"principle,":[90],"need":[92],"only":[94],"single":[96],"finite-time":[97],"trajectory":[98],"sample,":[99],"bounded":[101],"variables.":[103],"Finally,":[104],"effectiveness":[106],"proposed":[109],"algorithm":[116],"is":[117],"validated":[118],"online":[121],"media":[123],"data.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}