{"id":"https://openalex.org/W4409889838","doi":"https://doi.org/10.1145/3706599.3720250","title":"Computing Flow Experience Based on Physiological Signals: A Systematic Literature Review","display_name":"Computing Flow Experience Based on Physiological Signals: A Systematic Literature Review","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409889838","doi":"https://doi.org/10.1145/3706599.3720250"},"language":"en","primary_location":{"id":"doi:10.1145/3706599.3720250","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706599.3720250","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706599.3720250","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3706599.3720250","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yichen Hong","orcid":"https://orcid.org/0009-0003-8426-3106"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yichen Hong","raw_affiliation_strings":["Shandong university, Weihai, China"],"raw_orcid":"https://orcid.org/0009-0003-8426-3106","affiliations":[{"raw_affiliation_string":"Shandong university, Weihai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101583612","display_name":"Chao Zhou","orcid":"https://orcid.org/0000-0002-0753-7500"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhou","raw_affiliation_strings":["Human Computer Interaction Technology and Intelligent Information Processing Laboratory, Institute of Software Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0753-7500","affiliations":[{"raw_affiliation_string":"Human Computer Interaction Technology and Intelligent Information Processing Laboratory, Institute of Software Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000177157","display_name":"Zelu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zelu Liu","raw_affiliation_strings":["Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0009-0009-1379-0009","affiliations":[{"raw_affiliation_string":"Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117361980","display_name":"Ni Zifeng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ni Zifeng","raw_affiliation_strings":["Shandong university, Weihai, China"],"raw_orcid":"https://orcid.org/0009-0003-7414-3928","affiliations":[{"raw_affiliation_string":"Shandong university, Weihai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446328","display_name":"Juan Liu","orcid":"https://orcid.org/0000-0003-1069-2875"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Liu","raw_affiliation_strings":["Shandong University, School of Mechanical, Electrical &amp; Information Engineering, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0003-1069-2875","affiliations":[{"raw_affiliation_string":"Shandong University, School of Mechanical, Electrical &amp; Information Engineering, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029698374","display_name":"Xiangxian Li","orcid":"https://orcid.org/0000-0001-6638-2361"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangxian Li","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-6638-2361","affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863852","display_name":"Chenglei Yang","orcid":"https://orcid.org/0000-0002-9353-8218"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglei Yang","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-9353-8218","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076136047","display_name":"Yulong Bian","orcid":"https://orcid.org/0000-0003-0999-0656"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Bian","raw_affiliation_strings":["Shandong Key Laboratory of Intelligent Electronic Packaging Testing and Application, Shandong University, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-0999-0656","affiliations":[{"raw_affiliation_string":"Shandong Key Laboratory of Intelligent Electronic Packaging Testing and Application, Shandong University, Weihai, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02277433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13353","display_name":"Flow Experience in Various Fields","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13353","display_name":"Flow Experience in Various Fields","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13219","display_name":"Mind wandering and attention","score":0.9722999930381775,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9699000120162964,"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/computer-science","display_name":"Computer science","score":0.6271890997886658},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5120058655738831},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4431094527244568},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.329603910446167},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.11131033301353455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08759865164756775},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06986016035079956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6271890997886658},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5120058655738831},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4431094527244568},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.329603910446167},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.11131033301353455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08759865164756775},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06986016035079956},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706599.3720250","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706599.3720250","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706599.3720250","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3706599.3720250","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706599.3720250","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706599.3720250","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5292391546","display_name":null,"funder_award_id":"62332017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6223590464","display_name":null,"funder_award_id":"62277035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409889838.pdf","grobid_xml":"https://content.openalex.org/works/W4409889838.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W5308842","https://openalex.org/W126620181","https://openalex.org/W649741917","https://openalex.org/W658371617","https://openalex.org/W1519044317","https://openalex.org/W1539609515","https://openalex.org/W1599265522","https://openalex.org/W1854481739","https://openalex.org/W1964992656","https://openalex.org/W1968185118","https://openalex.org/W1974128646","https://openalex.org/W1987162308","https://openalex.org/W1988729248","https://openalex.org/W1990729157","https://openalex.org/W2004053162","https://openalex.org/W2008566298","https://openalex.org/W2017201127","https://openalex.org/W2027030315","https://openalex.org/W2037934073","https://openalex.org/W2054199445","https://openalex.org/W2070256219","https://openalex.org/W2084770891","https://openalex.org/W2085595739","https://openalex.org/W2117239512","https://openalex.org/W2125808320","https://openalex.org/W2126707560","https://openalex.org/W2136120519","https://openalex.org/W2144120285","https://openalex.org/W2158378323","https://openalex.org/W2186644980","https://openalex.org/W2303916746","https://openalex.org/W2316626481","https://openalex.org/W2346073365","https://openalex.org/W2513641466","https://openalex.org/W2559463885","https://openalex.org/W2767761711","https://openalex.org/W2789972732","https://openalex.org/W2793218296","https://openalex.org/W2795430763","https://openalex.org/W2797694788","https://openalex.org/W2802789500","https://openalex.org/W2803336399","https://openalex.org/W2965127489","https://openalex.org/W3005864656","https://openalex.org/W3019663999","https://openalex.org/W3023624020","https://openalex.org/W3044746203","https://openalex.org/W3102455230","https://openalex.org/W3111672772","https://openalex.org/W3122304846","https://openalex.org/W3122821240","https://openalex.org/W4246567939","https://openalex.org/W4295456848","https://openalex.org/W4385945490","https://openalex.org/W4395054502","https://openalex.org/W4401863339"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Flow":[0],"experience":[1,6,26,103],"is":[2,52,112],"a":[3,28,44],"key":[4,54],"user":[5,102],"in":[7,27,49,89,120],"human-computer":[8],"interaction":[9],"(HCI).Compared":[10],"with":[11],"traditional":[12],"subjective":[13],"measurements,":[14],"physiological":[15,80,121],"signal-based":[16,122],"methods":[17,82],"(i.e.physiological":[18],"computation":[19],"of":[20,39,47,56,62,95],"flow":[21,25,63,85,123],"experience)":[22],"can":[23],"measure":[24],"more":[29],"objective":[30],"and":[31,87,101,125],"real-time":[32],"way":[33],"without":[34],"interrupting":[35],"the":[36,40,60,93],"ongoing":[37],"activity":[38],"user.Despite":[41],"scattered":[42],"studies,":[43],"systematic":[45],"review":[46],"research":[48,69,109],"this":[50,57,96],"field":[51,97],"absent.Synthesizing":[53],"aspects":[55],"field,":[58],"including":[59],"conceptualization":[61],"experience,":[64],"prevalent":[65],"theoretical":[66],"models,":[67],"foundational":[68],"steps":[70],"for":[71,75,83],"experiment,":[72],"computerized":[73],"tasks":[74],"inducing":[76],"flow,":[77],"commonly":[78],"used":[79],"signals,":[81],"analyzing":[84],"state,":[86],"application":[88],"HCI.Finally,":[90],"we":[91],"discuss":[92],"potential":[94],"to":[98,114],"propel":[99],"HCI":[100],"evaluation":[104],"technologies,":[105],"while":[106],"projecting":[107],"future":[108],"avenues.This":[110],"paper":[111],"expected":[113],"help":[115],"researchers":[116],"grasp":[117],"existing":[118],"work":[119],"computing":[124],"inspire":[126],"subsequent":[127],"explorations.":[128]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
