{"id":"https://openalex.org/W4399286287","doi":"https://doi.org/10.1007/978-3-031-59717-6_3","title":"Baseline User Calibration for\u00a0Cold-Start Model Personalization in\u00a0Mental State Estimation","display_name":"Baseline User Calibration for\u00a0Cold-Start Model Personalization in\u00a0Mental State Estimation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399286287","doi":"https://doi.org/10.1007/978-3-031-59717-6_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-59717-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-59717-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5048745773","display_name":"Jaakko Tervonen","orcid":"https://orcid.org/0000-0003-2236-0253"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jaakko Tervonen","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Tekniikantie 1, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Tekniikantie 1, Espoo, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006113072","display_name":"Rajdeep Kumar Nath","orcid":"https://orcid.org/0009-0004-7032-8623"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Rajdeep Kumar Nath","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Microkatu 1, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Microkatu 1, Kuopio, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024998459","display_name":"Kati Pettersson","orcid":"https://orcid.org/0000-0003-3976-0042"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kati Pettersson","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Tekniikantie 1, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Tekniikantie 1, Espoo, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020800735","display_name":"Johanna N\u00e4rv\u00e4inen","orcid":"https://orcid.org/0000-0002-0397-6311"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Johanna N\u00e4rv\u00e4inen","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Microkatu 1, Kuopio, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Microkatu 1, Kuopio, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031695371","display_name":"Jani M\u00e4ntyj\u00e4rvi","orcid":"https://orcid.org/0000-0001-8023-9641"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jani M\u00e4ntyj\u00e4rvi","raw_affiliation_strings":["VTT Technical Research Centre of Finland, Kaitov\u00e4yl\u00e4 1, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Kaitov\u00e4yl\u00e4 1, Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048745773"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":1.7371,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81658537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.979200005531311,"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":0.979200005531311,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13283","display_name":"Mental Health Research Topics","score":0.958899974822998,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.8985120058059692},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7098618745803833},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.597262442111969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.548721194267273},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5479141473770142},{"id":"https://openalex.org/keywords/mental-model","display_name":"Mental model","score":0.4647125005722046},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4537619948387146},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20838665962219238},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1980516016483307},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17181503772735596},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13760584592819214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12950146198272705},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10719317197799683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0826786458492279},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.0732843279838562}],"concepts":[{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.8985120058059692},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7098618745803833},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.597262442111969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.548721194267273},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5479141473770142},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.4647125005722046},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4537619948387146},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20838665962219238},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1980516016483307},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17181503772735596},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13760584592819214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12950146198272705},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10719317197799683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0826786458492279},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0732843279838562},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-59717-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-59717-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W75721161","https://openalex.org/W2001682990","https://openalex.org/W2054237600","https://openalex.org/W2059430380","https://openalex.org/W2074346659","https://openalex.org/W2100235918","https://openalex.org/W2157289187","https://openalex.org/W2164161677","https://openalex.org/W2295598076","https://openalex.org/W2438173235","https://openalex.org/W2474755898","https://openalex.org/W2537336814","https://openalex.org/W2885182131","https://openalex.org/W2917077727","https://openalex.org/W2920839365","https://openalex.org/W2946353466","https://openalex.org/W2967996127","https://openalex.org/W2979875836","https://openalex.org/W3019783530","https://openalex.org/W3033146535","https://openalex.org/W3035451864","https://openalex.org/W3041183752","https://openalex.org/W3042997559","https://openalex.org/W3097861822","https://openalex.org/W3127637041","https://openalex.org/W3134229529","https://openalex.org/W3158971638","https://openalex.org/W3176266508","https://openalex.org/W4229069881","https://openalex.org/W4230750131","https://openalex.org/W4281635259","https://openalex.org/W4290613800","https://openalex.org/W4293340501","https://openalex.org/W4301595875","https://openalex.org/W4313069799","https://openalex.org/W4313360745","https://openalex.org/W4360764526","https://openalex.org/W4387421325"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W2363545964"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}