{"id":"https://openalex.org/W2789083782","doi":"https://doi.org/10.1145/3167918.3167941","title":"Modeling neurocognitive reaction time with gamma distribution","display_name":"Modeling neurocognitive reaction time with gamma distribution","publication_year":2018,"publication_date":"2018-01-29","ids":{"openalex":"https://openalex.org/W2789083782","doi":"https://doi.org/10.1145/3167918.3167941","mag":"2789083782"},"language":"en","primary_location":{"id":"doi:10.1145/3167918.3167941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167918.3167941","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Modeling_neurocognitive_reaction_time_with_gamma_distribution/20760238","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055257223","display_name":"Meena Santhanagopalan","orcid":null},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Meena Santhanagopalan","raw_affiliation_strings":["Federation University, Churchill, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University, Churchill, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070425791","display_name":"Madhu Chetty","orcid":"https://orcid.org/0000-0001-7052-0413"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Madhu. Chetty","raw_affiliation_strings":["Federation University, Churchill, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University, Churchill, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013402425","display_name":"Cameron Foale","orcid":"https://orcid.org/0000-0003-2537-0326"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cameron Foale","raw_affiliation_strings":["Federation University, Mt. Helen, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University, Mt. Helen, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038741954","display_name":"Sunil Aryal","orcid":"https://orcid.org/0000-0002-6639-6824"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sunil Aryal","raw_affiliation_strings":["Federation University, Mt.Helen, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University, Mt.Helen, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014851319","display_name":"Britt Klein","orcid":"https://orcid.org/0000-0003-2912-8043"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Britt Klein","raw_affiliation_strings":["Federation University, Mt. Helen, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federation University, Mt. Helen, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":null,"apc_paid":null,"fwci":1.1545,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78101504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9934999942779541,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.7076271176338196},{"id":"https://openalex.org/keywords/neurocognitive","display_name":"Neurocognitive","score":0.5910291075706482},{"id":"https://openalex.org/keywords/gamma-distribution","display_name":"Gamma distribution","score":0.5372763276100159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4617173373699188},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.44003307819366455},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.4141894578933716},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40523797273635864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.387518972158432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.322796106338501},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29767948389053345}],"concepts":[{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.7076271176338196},{"id":"https://openalex.org/C172467417","wikidata":"https://www.wikidata.org/wiki/Q1670397","display_name":"Neurocognitive","level":3,"score":0.5910291075706482},{"id":"https://openalex.org/C149717495","wikidata":"https://www.wikidata.org/wiki/Q117806","display_name":"Gamma distribution","level":2,"score":0.5372763276100159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4617173373699188},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.44003307819366455},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.4141894578933716},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40523797273635864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.387518972158432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.322796106338501},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29767948389053345},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3167918.3167941","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3167918.3167941","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},{"id":"pmh:vital:15835","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/180787","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference proceedings"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30121089","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20760238","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Modeling_neurocognitive_reaction_time_with_gamma_distribution/20760238","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20760238","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Modeling_neurocognitive_reaction_time_with_gamma_distribution/20760238","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320324008","display_name":"Federation University Australia","ror":"https://ror.org/05qbzwv83"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1493250243","https://openalex.org/W1548390378","https://openalex.org/W1568266824","https://openalex.org/W1718225783","https://openalex.org/W1879343446","https://openalex.org/W1952609824","https://openalex.org/W1955927543","https://openalex.org/W1972571326","https://openalex.org/W1987534418","https://openalex.org/W1998468495","https://openalex.org/W2001940917","https://openalex.org/W2012402158","https://openalex.org/W2013335521","https://openalex.org/W2027450647","https://openalex.org/W2030106096","https://openalex.org/W2032764287","https://openalex.org/W2046247129","https://openalex.org/W2081363219","https://openalex.org/W2086295830","https://openalex.org/W2127286023","https://openalex.org/W2145318100","https://openalex.org/W2153529786","https://openalex.org/W2188981074","https://openalex.org/W2280954349","https://openalex.org/W2414398262","https://openalex.org/W2613174471","https://openalex.org/W4239952295"],"related_works":["https://openalex.org/W4225568567","https://openalex.org/W4286378979","https://openalex.org/W1496883226","https://openalex.org/W4297337052","https://openalex.org/W2028605949","https://openalex.org/W2282665605","https://openalex.org/W3216026256","https://openalex.org/W3129919015","https://openalex.org/W4390742338","https://openalex.org/W2037499216"],"abstract_inverted_index":{"As":[0],"a":[1,6,45,195,267,308],"broader":[2],"effort":[3],"to":[4,72,144],"build":[5],"holistic":[7],"biopsychosocial":[8,198,272],"health":[9],"metric,":[10],"reaction":[11,41,69,146,158,248,291,301],"time":[12,42,70,147,159,249,292,302],"data":[13,43,120,160,273,303],"obtained":[14],"from":[15,201],"participants":[16],"undertaking":[17],"neurocognitive":[18,230,252],"tests;":[19],"have":[20,141,151,170],"been":[21,142,153,171,183],"examined":[22],"using":[23,99,108],"Exploratory":[24],"Data":[25],"Analysis":[26,56,288],"(EDA)":[27],"for":[28,60,67,156,176,282],"assessing":[29],"its":[30],"distribution.":[31,92,322],"Many":[32],"of":[33,57,119,167,211,237,269,289],"the":[34,40,68,103,132,202,209,222,238,246,256,270,294,300],"known":[35],"existing":[36],"methods":[37],"assume,":[38],"that":[39,299,314],"follows":[44],"Gaussian":[46,75,94],"distribution":[47,76,95,105,169,310],"and":[48,77,101,110,124,225,284,311],"thus":[49],"commonly":[50],"use":[51,166,194],"statistical":[52],"measures":[53],"such":[54,89,121,136,254],"as":[55,90,122,137,235,255],"Variance":[58],"(ANOVA)":[59],"analysis.":[61],"However,":[62],"it":[63,81],"is":[64,97,106,266,276],"not":[65,152],"mandatory":[66],"data,":[71],"necessarily":[73],"follow":[74],"in":[78,148,161,251,293],"many":[79],"instances,":[80],"can":[82,316],"be":[83,317],"better":[84,318],"modeled":[85,319],"by":[86,208,320],"other":[87,149],"representations":[88],"Gamma":[91,104,138,168,309,321],"Unlike":[93],"which":[96,113,140,265],"defined":[98,107],"mean":[100],"variance,":[102],"shape":[109],"scale":[111],"parameters":[112],"also":[114],"considers":[115],"higher":[116],"order":[117],"moments":[118],"skewness":[123],"kurtosis.":[125],"Generalized":[126],"Linear":[127],"Models":[128],"(GLM),":[129],"based":[130],"on":[131],"family":[133],"exponential":[134],"distributions":[135,250],"distribution,":[139],"used":[143],"model":[145],"domains,":[150],"fully":[154],"explored":[155],"modeling":[157],"psychology":[162],"domain.":[163],"While":[164],"limited":[165],"reported":[172],"[5,":[173],"17,":[174],"21],":[175],"analyzing":[177],"response":[178],"times,":[179],"their":[180],"application":[181],"has":[182],"somewhat":[184],"ad-hoc":[185],"rather":[186],"than":[187],"systematic.":[188],"For":[189],"this":[190,242],"proposed":[191],"research,":[192],"we":[193,244],"real":[196],"life":[197],"dataset,":[199],"generated":[200],"'digital":[203],"health'":[204],"intervention":[205,219],"programs":[206,220],"conducted":[207],"Faculty":[210],"Health,":[212],"Federation":[213],"University,":[214],"Australia.":[215],"The":[216,229],"two":[217],"digital":[218],"were":[221,232],"'Mindfulness'":[223,239],"program":[224],"'Physical":[226],"Activity'":[227],"program.":[228,240],"tests":[231,253],"carried":[233],"out":[234],"part":[236],"In":[241],"paper,":[243],"investigate":[245],"participants'":[247,290],"Psychology":[257],"Experiment":[258],"Building":[259],"Language":[260],"(PEBL)":[261],"Go/No-Go":[262,296],"test":[263],"[19],":[264],"subset":[268],"larger":[271],"set.":[274],"PEBL":[275,295],"an":[277],"open":[278],"source":[279],"software":[280],"system":[281],"designing":[283],"running":[285],"psychological":[286],"experiments.":[287],"test,":[297],"shows":[298],"are":[304],"more":[305],"compatible":[306],"with":[307],"clearly":[312],"demonstrate":[313],"these":[315]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}