{"id":"https://openalex.org/W3026192548","doi":"https://doi.org/10.1109/icarsc49921.2020.9096167","title":"An Inertial Data-Based Upper Body Posture Recognition Tool: A Machine Learning Study Approach","display_name":"An Inertial Data-Based Upper Body Posture Recognition Tool: A Machine Learning Study Approach","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3026192548","doi":"https://doi.org/10.1109/icarsc49921.2020.9096167","mag":"3026192548"},"language":"en","primary_location":{"id":"doi:10.1109/icarsc49921.2020.9096167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarsc49921.2020.9096167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)","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/A5063654487","display_name":"Sara M. Cerqueira","orcid":"https://orcid.org/0000-0002-8097-5507"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Sara M. Cerqueira","raw_affiliation_strings":["University of Minho"],"affiliations":[{"raw_affiliation_string":"University of Minho","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070117114","display_name":"Lu\u00eds Moreira","orcid":"https://orcid.org/0000-0003-1283-7409"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Moreira","raw_affiliation_strings":["University of Minho"],"affiliations":[{"raw_affiliation_string":"University of Minho","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037080994","display_name":"Luis Alpoim","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Alpoim","raw_affiliation_strings":["University of Minho"],"affiliations":[{"raw_affiliation_string":"University of Minho","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112530985","display_name":"A Siva","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre Siva","raw_affiliation_strings":["University of Minho"],"affiliations":[{"raw_affiliation_string":"University of Minho","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067484406","display_name":"Cristina P. Santos","orcid":"https://orcid.org/0000-0003-0023-7203"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Cristina P. Santos","raw_affiliation_strings":["University of Minho"],"affiliations":[{"raw_affiliation_string":"University of Minho","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063654487"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":1.1238,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80041005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/T13866","display_name":"Occupational health in dentistry","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6901949644088745},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6292919516563416},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6188168525695801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939536094665527},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5439186096191406},{"id":"https://openalex.org/keywords/workspace","display_name":"Workspace","score":0.5382729172706604},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5338531732559204},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5277386903762817},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5063759088516235},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4773554801940918},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.4751726984977722},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.43387627601623535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4319016933441162},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33870017528533936}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6901949644088745},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6292919516563416},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6188168525695801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939536094665527},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5439186096191406},{"id":"https://openalex.org/C58581272","wikidata":"https://www.wikidata.org/wiki/Q12741163","display_name":"Workspace","level":3,"score":0.5382729172706604},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5338531732559204},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5277386903762817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5063759088516235},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4773554801940918},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.4751726984977722},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.43387627601623535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4319016933441162},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33870017528533936},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icarsc49921.2020.9096167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarsc49921.2020.9096167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/89718","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/89718","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1888192366","https://openalex.org/W1982434105","https://openalex.org/W1995894521","https://openalex.org/W2031996657","https://openalex.org/W2080718748","https://openalex.org/W2510274048","https://openalex.org/W2557013366","https://openalex.org/W2588955080","https://openalex.org/W2752648495","https://openalex.org/W2776671647","https://openalex.org/W2793844013","https://openalex.org/W2898670302","https://openalex.org/W2939286930","https://openalex.org/W2964350365","https://openalex.org/W2989963738"],"related_works":["https://openalex.org/W1992503747","https://openalex.org/W2371519816","https://openalex.org/W2043154226","https://openalex.org/W2992410632","https://openalex.org/W2768717251","https://openalex.org/W2025756212","https://openalex.org/W2706752825","https://openalex.org/W3016838864","https://openalex.org/W2766841671","https://openalex.org/W3045078934"],"abstract_inverted_index":{"This":[0,68,86],"study":[1],"presents":[2],"the":[3,48,54,57,77],"development":[4],"of":[5,31,74,79],"an":[6,71],"automatic":[7],"and":[8,28,39,63,82,94,104,110],"user-independent":[9],"human":[10],"motion":[11],"recognition":[12,78],"tool,":[13],"using":[14,53],"kinematic":[15],"data":[16],"from":[17,22],"inertial":[18],"measurement":[19],"units.":[20],"Data":[21],"50":[23],"heterogeneous":[24],"individuals":[25],"were":[26],"collected,":[27],"a":[29,64],"benchmark":[30],"4":[32,35],"normalization":[33],"techniques,":[34],"dimensionality":[36,60],"reduction":[37,61],"algorithms":[38],"10":[40,83],"machine-learning":[41],"classifiers":[42],"was":[43,51],"conducted.":[44],"The":[45],"tool":[46,69],"with":[47,98],"best":[49],"performance":[50],"achieved":[52],"z-score":[55],"normalization,":[56],"mMRM":[58],"as":[59,102],"technique,":[62],"Quadratic":[65],"SVM":[66],"classifier.":[67],"presented":[70],"overall":[72],"accuracy":[73],"94,76%":[75],"in":[76],"6":[80],"static":[81],"transitional":[84],"postures.":[85],"work":[87],"is":[88],"relevant":[89],"for":[90,106],"awkward":[91],"postures":[92],"identification":[93],"can":[95],"be":[96],"integrated":[97],"established":[99],"frameworks":[100],"such":[101],"RULA":[103],"LUBA":[105],"ergonomic":[107],"risk":[108],"assessment":[109],"workspace":[111],"redesign.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}