{"id":"https://openalex.org/W2182094342","doi":null,"title":"Prediction in Human Decision Making: A Modeling Approach","display_name":"Prediction in Human Decision Making: A Modeling Approach","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2182094342","mag":"2182094342"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:115e17260aed48e28927dfedac8b55ef","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/115e17260aed48e28927dfedac8b55ef","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Biomedical Technologies, Vol 1, Iss 2 (2014)","raw_type":"article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/115e17260aed48e28927dfedac8b55ef","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062817164","display_name":"Rezvan Kianifar","orcid":"https://orcid.org/0000-0003-1314-6749","observed_orcids":["https://orcid.org/0000-0003-1314-6749"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Rezvan Kianifar","raw_affiliation_strings":["Department of Biomedical Engineering, Amirkabir University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Amirkabir University of Technology, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053377161","display_name":"Farzad Towhidkhah","orcid":"https://orcid.org/0000-0003-3135-9609","observed_orcids":["https://orcid.org/0000-0003-3135-9609"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farzad Towhidkhah","raw_affiliation_strings":["Department of Biomedical Engineering, Amirkabir University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Amirkabir University of Technology, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049918969","display_name":"Shahriar Gharibzadeh","orcid":"https://orcid.org/0000-0002-9604-8433","observed_orcids":["https://orcid.org/0000-0002-9604-8433"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shahriar Gharibzadeh","raw_affiliation_strings":["Department of Biomedical Engineering, Amirkabir University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Amirkabir University of Technology, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.010099999606609344,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10056","display_name":"Neurotransmitter Receptor Influence on Behavior","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/human-decision-making","display_name":"human decision-making","score":0.9490000009536743},{"id":"https://openalex.org/keywords/prediction-horizon","display_name":"prediction horizon","score":0.8230000138282776},{"id":"https://openalex.org/keywords/dorsolateral-prefrontal-cortex","display_name":"dorsolateral prefrontal cortex","score":0.9750000238418579},{"id":"https://openalex.org/keywords/anterior-cingulate-cortex","display_name":"anterior cingulate cortex","score":0.9559999704360962},{"id":"https://openalex.org/keywords/risk-preferences","display_name":"risk preferences","score":0.6549999713897705},{"id":"https://openalex.org/keywords/maze-task","display_name":"maze task","score":0.7170000076293945},{"id":"https://openalex.org/keywords/model-based-prediction","display_name":"model-based prediction","score":0.4339999854564667},{"id":"https://openalex.org/keywords/suboptimal-decision-making","display_name":"suboptimal decision making","score":0.6269999742507935},{"id":"https://openalex.org/keywords/conflict-monitoring","display_name":"conflict monitoring","score":0.5450000166893005},{"id":"https://openalex.org/keywords/action-selection","display_name":"action selection","score":0.9359999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5378311276435852},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33598053455352783},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3319142162799835},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15388166904449463}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:doaj.org/article:115e17260aed48e28927dfedac8b55ef","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/115e17260aed48e28927dfedac8b55ef","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Biomedical Technologies, Vol 1, Iss 2 (2014)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:115e17260aed48e28927dfedac8b55ef","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/115e17260aed48e28927dfedac8b55ef","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Biomedical Technologies, Vol 1, Iss 2 (2014)","raw_type":"article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1531938074","https://openalex.org/W1555306388","https://openalex.org/W1964400738","https://openalex.org/W1969478399","https://openalex.org/W1991432474","https://openalex.org/W1991905564","https://openalex.org/W1992717012","https://openalex.org/W2000226539","https://openalex.org/W2000509639","https://openalex.org/W2000917478","https://openalex.org/W2001930432","https://openalex.org/W2010222763","https://openalex.org/W2017934537","https://openalex.org/W2019431145","https://openalex.org/W2041639631","https://openalex.org/W2050040379","https://openalex.org/W2051226132","https://openalex.org/W2060580817","https://openalex.org/W2064175235","https://openalex.org/W2067492754","https://openalex.org/W2067548764","https://openalex.org/W2071302132","https://openalex.org/W2078631477","https://openalex.org/W2085658907","https://openalex.org/W2089168062","https://openalex.org/W2091268803","https://openalex.org/W2101091849","https://openalex.org/W2103492232","https://openalex.org/W2105389170","https://openalex.org/W2113122939","https://openalex.org/W2119333483","https://openalex.org/W2121863487","https://openalex.org/W2128246961","https://openalex.org/W2131109318","https://openalex.org/W2139212930","https://openalex.org/W2143594200","https://openalex.org/W2150258126","https://openalex.org/W2151854266","https://openalex.org/W2154017217","https://openalex.org/W2154368216","https://openalex.org/W2157421901","https://openalex.org/W2161563886","https://openalex.org/W2186409242"],"related_works":["https://openalex.org/W2109370368","https://openalex.org/W2995377174","https://openalex.org/W2093397813","https://openalex.org/W2160803813","https://openalex.org/W4365148773","https://openalex.org/W7097342164","https://openalex.org/W2625808977","https://openalex.org/W6991921363","https://openalex.org/W1719727602","https://openalex.org/W126583524"],"abstract_inverted_index":{"Human":[0],"beings":[1,215],"can":[2],"determine":[3],"optimal":[4],"behaviors,":[5],"which":[6,73,160],"depends":[7],"on":[8,66,151],"the":[9,22,35,60,67,91,98,113,127,130,137,164,210,232,242,246,262],"ability":[10,23,227,263],"to":[11,24,58,96,163,173,183,230,241,257],"make":[12],"planned":[13],"and":[14,45,90,109,129,201,222,254,267],"adaptive":[15],"decisions.":[16],"Decision":[17],"making":[18,41,63,207],"is":[19,161,216,239],"defined":[20],"as":[21],"choose":[25],"between":[26,124],"different":[27],"alternatives.":[28],"Purpose:":[29],"this":[30,119,226],"study,":[31],"we":[32],"have":[33],"addressed":[34],"prediction":[36,138,166,196,253],"aspect":[37],"of":[38,48,69,79,103,115,126,156,195,248,264],"human":[39,61,80,92,131,214,233],"decision":[40,62,206],"from":[42],"neurological,":[43],"experimental":[44],"modeling":[46],"points":[47],"view.":[49],"Methods:":[50],"We":[51,140],"used":[52],"a":[53,87,220],"predictive":[54,77],"reinforcement":[55],"learning":[56,200],"framework":[57],"simulate":[59],"behavior,":[64],"concentrating":[65],"role":[68,247],"frontal":[70],"brain":[71],"regions":[72],"are":[74,170],"responsible":[75],"for":[76],"control":[78],"behavior.":[81],"The":[82,122,193],"model":[83,128],"was":[84,133],"tested":[85],"in":[86,118,198,205,213,252],"maze":[88],"task":[89],"subjects":[93,143],"were":[94],"asked":[95],"do":[97],"same":[99],"task.":[100],"A":[101],"group":[102],"six":[104],"volunteers":[105],"including":[106],"three":[107,110],"men":[108],"women":[111],"at":[112],"age":[114],"23-26":[116],"participated":[117],"experiment.":[120],"Results:":[121],"similarity":[123],"responses":[125],"behavior":[132,234],"observed":[134],"after":[135],"varying":[136],"horizons.":[139],"found":[141],"that":[142],"with":[144,261],"less":[145],"risky":[146],"choices":[147],"usually":[148],"decide":[149],"based":[150],"considering":[152,225],"long":[153],"term":[154],"advantages":[155],"their":[157,178],"action":[158,268],"selections,":[159],"equal":[162],"longer":[165],"horizon.":[167],"However,":[168],"they":[169],"more":[171,235],"susceptible":[172],"reach":[174],"suboptimal":[175],"solutions":[176],"if":[177],"predictions":[179],"become":[180],"wrong":[181],"due":[182],"some":[184],"reasons":[185],"like":[186],"changing":[187],"environment":[188],"or":[189],"inaccurate":[190],"models.":[191],"Conclusion:":[192],"concept":[194],"result":[197],"faster":[199,218],"minimizing":[202],"future":[203],"losses":[204],"problems.":[208],"Since":[209],"problem":[211],"solving":[212],"very":[217],"than":[219],"trial":[221],"error":[223],"system,":[224],"will":[228],"help":[229],"describe":[231],"desirably.":[236],"This":[237],"observation":[238],"compatible":[240],"recent":[243],"findings":[244],"about":[245],"Dorsolateral":[249],"Prefrontal":[250],"Cortex":[251,260],"its":[255],"relations":[256],"Anterior":[258],"Cingulate":[259],"conflict":[265],"monitoring":[266],"selection.":[269]},"counts_by_year":[],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2016-06-24T00:00:00"}