{"id":"https://openalex.org/W4308088202","doi":"https://doi.org/10.1109/seeda-cecnsm57760.2022.9932927","title":"Tracking individuals\u2019 health using mobile applications and Machine Learning","display_name":"Tracking individuals\u2019 health using mobile applications and Machine Learning","publication_year":2022,"publication_date":"2022-09-23","ids":{"openalex":"https://openalex.org/W4308088202","doi":"https://doi.org/10.1109/seeda-cecnsm57760.2022.9932927"},"language":"en","primary_location":{"id":"doi:10.1109/seeda-cecnsm57760.2022.9932927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm57760.2022.9932927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","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/A5009977832","display_name":"Giannis Botilias","orcid":"https://orcid.org/0000-0002-6034-7271"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Giannis-Panagiotis Botilias","raw_affiliation_strings":["University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020724277","display_name":"Lamprini Pappa","orcid":"https://orcid.org/0000-0001-7634-1707"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lamprini Pappa","raw_affiliation_strings":["University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058278718","display_name":"Petros Karvelis","orcid":"https://orcid.org/0000-0002-0483-4868"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Karvelis","raw_affiliation_strings":["University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece"],"affiliations":[{"raw_affiliation_string":"University of Ioannina,Department of Informatics and Telecommunications,Arta,Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Ioannina, Arta, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009967164","display_name":"Chrysostomos Stylios","orcid":"https://orcid.org/0000-0002-2888-6515"},"institutions":[{"id":"https://openalex.org/I4210135709","display_name":"Industrial Systems Institute","ror":"https://ror.org/02sy6k521","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210135709"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Chrysostomos Stylios","raw_affiliation_strings":["Industrial Systems Institute,Athena,RC","Industrial Systems Institute, Athena, RC","Patras Science Park building, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Industrial Systems Institute,Athena,RC","institution_ids":["https://openalex.org/I4210135709"]},{"raw_affiliation_string":"Industrial Systems Institute, Athena, RC","institution_ids":["https://openalex.org/I4210135709"]},{"raw_affiliation_string":"Patras Science Park building, Patras, Greece","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009977832"],"corresponding_institution_ids":["https://openalex.org/I194019607"],"apc_list":null,"apc_paid":null,"fwci":0.2015,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48408439,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9825999736785889,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9825999736785889,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8021492958068848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7229374647140503},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.5967900156974792},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5854007005691528},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5586040019989014},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5120837688446045},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49171382188796997},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.4850236773490906},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4819350242614746},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.47566479444503784},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4229530990123749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3888815939426422},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38510116934776306},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2600380480289459},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.24622312188148499},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16183751821517944},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10502731800079346}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8021492958068848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7229374647140503},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.5967900156974792},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5854007005691528},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5586040019989014},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5120837688446045},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49171382188796997},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.4850236773490906},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4819350242614746},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.47566479444503784},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4229530990123749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3888815939426422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38510116934776306},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2600380480289459},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.24622312188148499},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16183751821517944},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10502731800079346},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/seeda-cecnsm57760.2022.9932927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm57760.2022.9932927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3157260717","https://openalex.org/W1989929201","https://openalex.org/W2735645867","https://openalex.org/W2963498005","https://openalex.org/W2328171598","https://openalex.org/W4210372979","https://openalex.org/W4318480255","https://openalex.org/W2806578822","https://openalex.org/W4390031634","https://openalex.org/W2582769230"],"abstract_inverted_index":{"The":[0,112],"widespread":[1],"availability":[2],"of":[3,104,118,138],"smartphones":[4,74],"and":[5,19,30,37,75,91,129,133],"their":[6],"high":[7],"processing":[8],"power":[9],"have":[10],"made":[11],"them":[12],"powerful":[13],"mobile":[14,56,88],"tools":[15],"able":[16,126],"to":[17,54,78,99,127],"host":[18],"run":[20],"various":[21,34],"apps.":[22],"In":[23],"addition,":[24],"wearable":[25,76],"devices":[26,77],"with":[27,122],"low":[28],"cost":[29],"accurate":[31],"sensors":[32],"gathering":[33],"physiological":[35,101,116],"data":[36],"information":[38],"are":[39,69],"now":[40],"available.":[41],"Meanwhile,":[42],"automated":[43],"activity":[44,132],"recognition":[45],"is":[46,109],"a":[47,87,119],"rapidly":[48],"evolving":[49],"research":[50],"area":[51],"directly":[52],"related":[53,98],"the":[55,63,100,115],"Health":[57],"(mHealth)":[58],"field.":[59],"Rapid":[60],"advancements":[61],"in":[62,80,96],"Human":[64],"Activity":[65],"Recognition":[66],"(HAR)":[67],"field":[68],"mainly":[70],"based":[71],"on":[72],"combining":[73],"succeed":[79],"advancing":[81],"health":[82,102,140],"tracking.":[83],"This":[84],"paper":[85],"presents":[86],"app":[89,113],"designed":[90],"developed":[92],"for":[93],"monitoring":[94],"changes":[95],"variables":[97],"status":[103,117],"an":[105],"individual":[106],"when":[107],"he":[108],"moving":[110],"around.":[111],"tracks":[114],"human":[120,131],"along":[121],"machine":[123],"learning":[124],"algorithms":[125],"recognize":[128],"identify":[130],"produce":[134],"automatic":[135],"alerts":[136],"warning":[137],"dangerous":[139],"situations.":[141]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
