{"id":"https://openalex.org/W3202167728","doi":"https://doi.org/10.1145/3460418.3479335","title":"In Search of Harmful Stress","display_name":"In Search of Harmful Stress","publication_year":2021,"publication_date":"2021-09-21","ids":{"openalex":"https://openalex.org/W3202167728","doi":"https://doi.org/10.1145/3460418.3479335","mag":"3202167728"},"language":"en","primary_location":{"id":"doi:10.1145/3460418.3479335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460418.3479335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460418.3479335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers","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/10.1145/3460418.3479335","any_repository_has_fulltext":null},"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, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, 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, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","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, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","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, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048745773"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":0.1386,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5009392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9876000285148621,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.6857986450195312},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5876415371894836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5656961798667908},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5016090869903564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4862314760684967},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4780462384223938},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4186939001083374},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36152368783950806},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10374903678894043},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10251003503799438}],"concepts":[{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.6857986450195312},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5876415371894836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656961798667908},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5016090869903564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4862314760684967},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4780462384223938},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4186939001083374},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36152368783950806},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10374903678894043},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10251003503799438},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3460418.3479335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460418.3479335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460418.3479335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3460418.3479335","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3460418.3479335","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3460418.3479335","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1076007539","display_name":"Eyes are the mirror of the cognitive state","funder_award_id":"334092","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G1750444088","display_name":null,"funder_award_id":"334092","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3609107129","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3202167728.pdf","grobid_xml":"https://content.openalex.org/works/W3202167728.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W30385358","https://openalex.org/W2102580529","https://openalex.org/W2742338588","https://openalex.org/W2898860560","https://openalex.org/W2974457857","https://openalex.org/W3013778231","https://openalex.org/W3017334854","https://openalex.org/W3033146535","https://openalex.org/W3114883817","https://openalex.org/W3115968411","https://openalex.org/W3134229529"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W4231274751","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W1489772951"],"abstract_inverted_index":{"Human":[0],"body":[1],"produces":[2],"different":[3],"physiological":[4,84],"stress":[5,43,51,59,105,124],"reaction":[6,32,60],"when":[7,16],"you":[8,17],"hit":[9],"a":[10,13,20,80,94],"toe":[11],"to":[12,39,78],"doorstep":[14],"than":[15],"panic":[18],"at":[19],"job":[21],"interview.":[22],"The":[23,113],"impact":[24],"for":[25,64,117],"body\u2019s":[26],"homeostasis":[27],"varies":[28],"depending":[29],"on":[30,47,89],"the":[31,71,103],"type":[33,125],"and":[34,52,83,85,109],"some":[35],"reactions":[36],"are":[37],"harmful":[38,66],"our":[40],"health.":[41],"Currently,":[42],"estimation":[44,122],"is":[45,62],"focused":[46],"binary":[48],"identification":[49],"between":[50],"non-stress":[53],"stages.":[54],"More":[55],"detailed":[56],"separation":[57],"of":[58,123],"types":[61],"needed":[63],"detecting":[65],"stress.":[67],"In":[68],"this":[69],"study,":[70],"Extreme":[72],"Gradient":[73],"Boosting":[74],"algorithm":[75],"was":[76,99],"used":[77],"classify":[79],"baseline":[81,108],"condition":[82],"psychosocial":[86],"stress,":[87],"based":[88],"psychophysiological":[90],"signals":[91],"monitored":[92],"using":[93],"wrist":[95],"sensor":[96,128],"device.":[97],"Classification":[98],"robust":[100],"in":[101],"separating":[102],"two":[104],"states":[106],"from":[107,110,126],"each":[111],"other.":[112],"results":[114],"provide":[115],"support":[116],"novel":[118],"approaches":[119],"utilizing":[120],"fine-grained":[121],"wearable":[127],"data.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}