{"id":"https://openalex.org/W4384642355","doi":"https://doi.org/10.1145/3539618.3591946","title":"Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging","display_name":"Affective Relevance: Inferring Emotional Responses via fNIRS Neuroimaging","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384642355","doi":"https://doi.org/10.1145/3539618.3591946"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591946","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591946","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064247235","display_name":"Tuukka Ruotsalo","orcid":"https://orcid.org/0000-0002-2203-4928"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Tuukka Ruotsalo","raw_affiliation_strings":["University of Copenhagen and University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2203-4928","affiliations":[{"raw_affiliation_string":"University of Copenhagen and University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103166370","display_name":"Kalle M\u00e4kel\u00e4","orcid":"https://orcid.org/0009-0005-5706-0842"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kalle M\u00e4kel\u00e4","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0009-0005-5706-0842","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030850124","display_name":"Michiel Spap\u00e9","orcid":"https://orcid.org/0000-0002-3126-1380"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Michiel M. Spap\u00e9","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3126-1380","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017930924","display_name":"Luis A. Leiva","orcid":"https://orcid.org/0000-0002-5011-1847"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Luis A. Leiva","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-5011-1847","affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064247235"],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":null,"apc_paid":null,"fwci":1.3388,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79592909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1796","last_page":"1800"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9868999719619751,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9868999719619751,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9858999848365784,"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/T11094","display_name":"Face Recognition and Perception","score":0.9710999727249146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.877702534198761},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7906938791275024},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.5165175795555115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44797199964523315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.44741928577423096},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2765691876411438}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.877702534198761},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7906938791275024},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5165175795555115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44797199964523315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44741928577423096},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2765691876411438},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3539618.3591946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591946","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591946","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/60609","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/60609","pdf_url":"https://orbilu.uni.lu/bitstream/10993/60609/1/3539618.3591946.pdf","source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (2023-07-19); Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, Taipei, Twn [Twn], 23-07-2023 => 27-07-2023","raw_type":"peer reviewed"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/ce324a6c-4adc-4615-8367-fd6494ddd7a6","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/ce324a6c-4adc-4615-8367-fd6494ddd7a6","pdf_url":"https://curis.ku.dk/ws/files/383791516/Affective_Relevance.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ruotsalo , T , Spap\u00e9 , M M , M\u00e4kel\u00e4 , K & Leiva , L A 2023 , Affective Relevance : Inferring Emotional Responses via fNIRS Neuroimaging . in SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval . Association for Computing Machinery, Inc. , pp. 1796-1800 , 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023 , Taipei , Taiwan, Province of China , 23/07/2023 . https://doi.org/10.1145/3539618.3591946","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1145/3539618.3591946","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3539618.3591946","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3539618.3591946","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3210435065","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5693141787","display_name":null,"funder_award_id":"352915, 350323, 336085, 32265","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7561857167","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320338463","funder_display_name":"CHIST-ERA"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8947675394","display_name":"Context-aware adaptive visualizations for critical decision making","funder_award_id":"101071147","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384642355.pdf","grobid_xml":"https://content.openalex.org/works/W4384642355.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1975517671","https://openalex.org/W1980786684","https://openalex.org/W1985557519","https://openalex.org/W1991736054","https://openalex.org/W2003621157","https://openalex.org/W2003856922","https://openalex.org/W2018097218","https://openalex.org/W2039355801","https://openalex.org/W2047221353","https://openalex.org/W2058416110","https://openalex.org/W2072995952","https://openalex.org/W2074356411","https://openalex.org/W2083066861","https://openalex.org/W2087831233","https://openalex.org/W2113141977","https://openalex.org/W2123229215","https://openalex.org/W2125771191","https://openalex.org/W2126607110","https://openalex.org/W2149628368","https://openalex.org/W2153049579","https://openalex.org/W2163583870","https://openalex.org/W2194775991","https://openalex.org/W2231015243","https://openalex.org/W2296756268","https://openalex.org/W2462120129","https://openalex.org/W2552066052","https://openalex.org/W2867696556","https://openalex.org/W2890089175","https://openalex.org/W2898389707","https://openalex.org/W2901610515","https://openalex.org/W2936897040","https://openalex.org/W2949676527","https://openalex.org/W3031671112","https://openalex.org/W3083434258","https://openalex.org/W3094330273","https://openalex.org/W3105976716","https://openalex.org/W3120797905","https://openalex.org/W3156771864","https://openalex.org/W3174134652","https://openalex.org/W3207073854","https://openalex.org/W4232551730","https://openalex.org/W4284685179","https://openalex.org/W4312412667"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2390279801","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W1522745921"],"abstract_inverted_index":{"Information":[0],"retrieval":[1],"(IR)":[2],"relies":[3],"on":[4,80],"a":[5,29,143],"general":[6],"notion":[7,113],"of":[8,49,114,132,142],"relevance,":[9],"which":[10,60],"is":[11],"used":[12,83],"as":[13,45],"the":[14,36,42,111],"principal":[15],"foundation":[16],"for":[17,27,160],"ranking":[18],"and":[19,63,88,90,93,107,126,139,169],"evaluation":[20],"methods.":[21],"However,":[22],"IR":[23,117,165],"does":[24],"not":[25],"account":[26],"more":[28],"nuanced":[30],"affective":[31,84,99,133,167],"experience.":[32],"Here,":[33],"we":[34,61,121,147],"consider":[35],"emotional":[37,162],"response":[38],"decoded":[39,104],"directly":[40],"from":[41],"human":[43],"brain":[44],"an":[46,53],"alternative":[47],"dimension":[48],"relevance.":[50],"We":[51],"report":[52],"experiment":[54],"covering":[55],"seven":[56],"different":[57],"scenarios":[58],"in":[59,116,129,164],"measure":[62],"predict":[64],"how":[65],"users":[66],"emotionally":[67],"respond":[68],"to":[69,109],"visual":[70],"image":[71],"contents":[72],"by":[73],"using":[74,105],"functional":[75],"near-infrared":[76],"spectroscopy":[77],"(fNIRS)":[78],"neuroimaging":[79],"two":[81],"commonly":[82],"dimensions:":[85],"valence":[86],"(negativity":[87],"positivity)":[89],"arousal":[91],"(boredness":[92],"excitedness).":[94],"Our":[95,155],"results":[96],"show":[97],"that":[98],"states":[100,134,163],"can":[101],"be":[102],"successfully":[103],"fNIRS,":[106],"utilized":[108],"complement":[110],"present":[112],"relevance":[115],"studies.":[118],"For":[119],"example,":[120],"achieved":[122,148],"0.39":[123],"Balanced":[124,137],"accuracy":[125,138],"0.61":[127],"AUC":[128,141],"4-class":[130],"classification":[131],"(vs.":[135],"0.25":[136],"0.5":[140],"random":[144],"classifier).":[145],"Likewise,":[146],"0.684":[149],"Precision@20":[150],"when":[151],"retrieving":[152],"high-arousal":[153],"images.":[154],"work":[156],"opens":[157],"new":[158],"avenues":[159],"incorporating":[161],"evaluation,":[166],"feedback,":[168],"information":[170],"filtering.":[171]},"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}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}
