{"id":"https://openalex.org/W3161818215","doi":"https://doi.org/10.1145/3411764.3445710","title":"User Trust in Assisted Decision-Making Using Miniaturized Near-Infrared Spectroscopy","display_name":"User Trust in Assisted Decision-Making Using Miniaturized Near-Infrared Spectroscopy","publication_year":2021,"publication_date":"2021-05-06","ids":{"openalex":"https://openalex.org/W3161818215","doi":"https://doi.org/10.1145/3411764.3445710","mag":"3161818215"},"language":"en","primary_location":{"id":"doi:10.1145/3411764.3445710","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764.3445710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","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/A5076321372","display_name":"Weiwei Jiang","orcid":"https://orcid.org/0000-0003-4413-2497"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Weiwei Jiang","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024805223","display_name":"Zhanna Sarsenbayeva","orcid":"https://orcid.org/0000-0002-1247-6036"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhanna Sarsenbayeva","raw_affiliation_strings":["School of Computing and Information Systems University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003896144","display_name":"Niels van Berkel","orcid":"https://orcid.org/0000-0001-5106-7692"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Niels van Berkel","raw_affiliation_strings":["Department of Computer Science Aalborg University, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Aalborg University, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018329592","display_name":"Chaofan Wang","orcid":"https://orcid.org/0000-0001-8213-6582"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chaofan Wang","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032666402","display_name":"Difeng Yu","orcid":"https://orcid.org/0000-0002-7753-4591"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Difeng Yu","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063918307","display_name":"Jing Wei","orcid":"https://orcid.org/0000-0002-8522-8607"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing Wei","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023644163","display_name":"Jorge Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-0117-0322"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jorge Goncalves","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015873569","display_name":"Vassilis Kostakos","orcid":"https://orcid.org/0000-0003-2804-6038"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vassilis Kostakos","raw_affiliation_strings":["School of Computing and Information Systems University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5076321372"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.6792,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.64956323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9476000070571899,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9476000070571899,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9122999906539917,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/trustworthiness","display_name":"Trustworthiness","score":0.7875446677207947},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6269941926002502},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6009979248046875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5874629020690918},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3997480273246765},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3339892625808716},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.30250656604766846},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23931968212127686},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09753131866455078}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7875446677207947},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6269941926002502},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6009979248046875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5874629020690918},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3997480273246765},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3339892625808716},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.30250656604766846},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23931968212127686},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09753131866455078},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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":2,"locations":[{"id":"doi:10.1145/3411764.3445710","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764.3445710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/e3c2d7b7-1642-46ea-8257-608b2164f485","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/e3c2d7b7-1642-46ea-8257-608b2164f485","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jiang , W , Sarsenbayeva , Z , van Berkel , N , Wang , C , Yu , D , Wei , J , Goncalves , J & Kostakos , V 2021 , User Trust in Assisted Decision-Making Using Miniaturized Near-Infrared Spectroscopy . in CHI 2021 - Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems : Making Waves, Combining Strengths . , 153 , Association for Computing Machinery , pp. 1-16 , ACM CHI 2021 conference on human factors in computing systems , Yokohama , Japan , 08/05/2021 . https://doi.org/10.1145/3411764.3445710","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2637211023","display_name":"Targeting carbohydrate metabolism in Leishmania","funder_award_id":"1100000","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"},{"id":"https://openalex.org/G2745023345","display_name":null,"funder_award_id":"10.13039/501100000987","funder_id":"https://openalex.org/F4320334711","funder_display_name":"Melbourne Research, University of Melbourne"},{"id":"https://openalex.org/G3734243104","display_name":null,"funder_award_id":"1170937","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"},{"id":"https://openalex.org/F4320334711","display_name":"Melbourne Research, University of Melbourne","ror":"https://ror.org/01ej9dk98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W139312633","https://openalex.org/W1910229279","https://openalex.org/W1969677670","https://openalex.org/W1970560565","https://openalex.org/W1972600584","https://openalex.org/W1976406606","https://openalex.org/W1990581642","https://openalex.org/W1995446821","https://openalex.org/W1997057412","https://openalex.org/W2002824888","https://openalex.org/W2004034426","https://openalex.org/W2008324741","https://openalex.org/W2010040606","https://openalex.org/W2012919346","https://openalex.org/W2020106118","https://openalex.org/W2028747384","https://openalex.org/W2028910637","https://openalex.org/W2048570463","https://openalex.org/W2050257176","https://openalex.org/W2054934498","https://openalex.org/W2056291728","https://openalex.org/W2059107091","https://openalex.org/W2060394534","https://openalex.org/W2063177175","https://openalex.org/W2070833302","https://openalex.org/W2071698610","https://openalex.org/W2080441299","https://openalex.org/W2089007840","https://openalex.org/W2097696187","https://openalex.org/W2102661682","https://openalex.org/W2104882046","https://openalex.org/W2121418890","https://openalex.org/W2131982280","https://openalex.org/W2150305430","https://openalex.org/W2185287747","https://openalex.org/W2204950599","https://openalex.org/W2325879942","https://openalex.org/W2327678559","https://openalex.org/W2511469011","https://openalex.org/W2519921463","https://openalex.org/W2552660223","https://openalex.org/W2611333160","https://openalex.org/W2611573943","https://openalex.org/W2616352023","https://openalex.org/W2750965456","https://openalex.org/W2754613478","https://openalex.org/W2775584333","https://openalex.org/W2792440444","https://openalex.org/W2793864990","https://openalex.org/W2799246381","https://openalex.org/W2808220676","https://openalex.org/W2831370852","https://openalex.org/W2891020776","https://openalex.org/W2898627444","https://openalex.org/W2902009635","https://openalex.org/W2904422658","https://openalex.org/W2918341242","https://openalex.org/W2940562782","https://openalex.org/W2979759703","https://openalex.org/W2997216492","https://openalex.org/W2999637955","https://openalex.org/W3003204379","https://openalex.org/W3007702218","https://openalex.org/W3030174062","https://openalex.org/W3103751997","https://openalex.org/W3112345276","https://openalex.org/W4230958837","https://openalex.org/W4237389007","https://openalex.org/W4238272501","https://openalex.org/W4240224338","https://openalex.org/W4406617118","https://openalex.org/W7131907535"],"related_works":["https://openalex.org/W2076536433","https://openalex.org/W90316445","https://openalex.org/W4327743613","https://openalex.org/W2965447900","https://openalex.org/W3199750033","https://openalex.org/W2210565555","https://openalex.org/W3125653586","https://openalex.org/W2598946408","https://openalex.org/W3196817267","https://openalex.org/W1976600725"],"abstract_inverted_index":{"We":[0,16,88],"investigate":[1,29],"the":[2,18,47,79,82,97,103,122],"use":[3],"of":[4,21,49,55,84,106,124],"a":[5],"miniaturized":[6],"Near-Infrared":[7],"Spectroscopy":[8],"(NIRS)":[9],"device":[10,37,80],"in":[11,71,81,96],"an":[12],"assisted":[13,125],"decision-making":[14,126],"task.":[15],"consider":[17],"real-world":[19],"scenario":[20],"determining":[22],"whether":[23],"food":[24],"contains":[25],"gluten,":[26],"and":[27,53,60,74,118],"we":[28,45],"how":[30,109,119],"end-users":[31],"interact":[32],"with":[33],"our":[34],"NIRS":[35,110],"detection":[36],"to":[38,68,77,92,102,120],"ultimately":[39],"make":[40],"this":[41],"judgment.":[42],"In":[43],"particular,":[44],"explore":[46],"effects":[48],"different":[50],"nutrition":[51],"labels":[52],"representations":[54],"confidence":[56],"on":[57,108],"participants\u2019":[58],"perception":[59],"trust.":[61],"Our":[62,99],"results":[63],"show":[64],"that":[65],"participants":[66],"tend":[67],"be":[69,112],"conservative":[70],"their":[72],"judgment":[73],"are":[75],"willing":[76],"trust":[78,95],"absence":[83],"understandable":[85],"label":[86],"information.":[87],"further":[89],"identify":[90],"strategies":[91],"increase":[93],"user":[94],"system.":[98],"work":[100],"contributes":[101],"growing":[104],"body":[105],"knowledge":[107],"can":[111],"mass-appropriated":[113],"for":[114],"everyday":[115],"sensing":[116],"tasks,":[117],"enhance":[121],"trustworthiness":[123],"systems.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}