{"id":"https://openalex.org/W2569188144","doi":"https://doi.org/10.1145/3010915.3011004","title":"Correlation for user confidence in predictive decision making","display_name":"Correlation for user confidence in predictive decision making","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2569188144","doi":"https://doi.org/10.1145/3010915.3011004","mag":"2569188144"},"language":"en","primary_location":{"id":"doi:10.1145/3010915.3011004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3010915.3011004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Australian Conference on Computer-Human Interaction - OzCHI '16","raw_type":"proceedings-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/A5047165067","display_name":"Jianlong Zhou","orcid":"https://orcid.org/0000-0001-6034-644X"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jianlong Zhou","raw_affiliation_strings":["Data61, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110842212","display_name":"Syed Z. Arshad","orcid":null},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Syed Z. Arshad","raw_affiliation_strings":["Data61, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664130","display_name":"Kun Yu","orcid":"https://orcid.org/0000-0001-5138-6749"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kun Yu","raw_affiliation_strings":["Data61, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400043","display_name":"Fang Chen","orcid":"https://orcid.org/0000-0003-4971-8729"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fang Chen","raw_affiliation_strings":["Data61, CSIRO, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047165067"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":0.1958,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59246172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9905999898910522,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9840999841690063,"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"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9301000237464905,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/correlation","display_name":"Correlation","score":0.6587387323379517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6326714158058167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3838966190814972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3462940752506256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16531801223754883}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6587387323379517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6326714158058167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3838966190814972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3462940752506256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16531801223754883},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3010915.3011004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3010915.3011004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Australian Conference on Computer-Human Interaction - OzCHI '16","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W1488718676","https://openalex.org/W1511617681","https://openalex.org/W1565290342","https://openalex.org/W1741471588","https://openalex.org/W1996596366","https://openalex.org/W2004822008","https://openalex.org/W2006165972","https://openalex.org/W2026835018","https://openalex.org/W2055482631","https://openalex.org/W2057523953","https://openalex.org/W2065043952","https://openalex.org/W2104346961","https://openalex.org/W2133469585","https://openalex.org/W2140930947","https://openalex.org/W2145237064","https://openalex.org/W2149962765","https://openalex.org/W2158368498","https://openalex.org/W2285786022","https://openalex.org/W2548571880","https://openalex.org/W2950037719","https://openalex.org/W3011865677","https://openalex.org/W3122582341","https://openalex.org/W4292157289","https://openalex.org/W6637587255"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Despite":[0],"the":[1,22,34,57,80,105,109,123],"recognized":[2],"value":[3],"of":[4,12,28,36,59,125],"Machine":[5],"Learning":[6],"(ML)":[7],"techniques":[8,15],"and":[9,25,63,84,121],"high":[10],"expectation":[11],"applying":[13],"ML":[14,29,39,43],"within":[16],"various":[17],"applications,":[18],"significant":[19],"barriers":[20],"to":[21],"widespread":[23],"adoption":[24],"local":[26],"implementation":[27],"approaches":[30],"still":[31],"exist":[32],"in":[33,69,90,99,129],"areas":[35],"trust":[37],"(of":[38,42],"results),":[40],"comprehension":[41],"processes),":[44],"as":[45,47],"well":[46],"confidence":[48,68,89],"(in":[49],"decision":[50,72,91,100],"making)":[51],"by":[52],"users.":[53],"This":[54],"paper":[55],"investigates":[56],"effects":[58],"correlation":[60,81,103],"between":[61,82],"features":[62,83],"target":[64,85],"values":[65],"on":[66],"user":[67,75,88,119],"data":[70],"analytics-driven":[71],"making.":[73],"Our":[74],"study":[76],"found":[77],"that":[78],"revealing":[79],"variables":[86],"affected":[87],"making":[92,101],"significantly.":[93],"Moreover,":[94],"users":[95],"felt":[96],"more":[97],"confident":[98],"when":[102],"shared":[104],"same":[106],"trend":[107],"with":[108],"prediction":[110],"model":[111],"performance.":[112],"These":[113],"findings":[114],"would":[115],"help":[116],"design":[117],"intelligent":[118],"interfaces":[120],"evaluate":[122],"effectiveness":[124],"machine":[126],"learning":[127],"models":[128],"applications.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
