{"id":"https://openalex.org/W2770510075","doi":"https://doi.org/10.1109/kse.2017.8119470","title":"e-Shoes: Smart shoes for unobtrusive human activity recognition","display_name":"e-Shoes: Smart shoes for unobtrusive human activity recognition","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2770510075","doi":"https://doi.org/10.1109/kse.2017.8119470","mag":"2770510075"},"language":"en","primary_location":{"id":"doi:10.1109/kse.2017.8119470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2017.8119470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5022139683","display_name":"Cuong Pham","orcid":"https://orcid.org/0000-0002-1696-2680"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cuong Pham","raw_affiliation_strings":["Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089418072","display_name":"Nguy\u1ec5n Ng\u1ecdc \u0110i\u1ec7p","orcid":"https://orcid.org/0000-0002-4968-8614"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Ngoc Diep","raw_affiliation_strings":["Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045559280","display_name":"T\u1eeb Minh Ph\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0001-6415-228X"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tu Minh Phuong","raw_affiliation_strings":["Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department and Machine Learning & Applications laboratory, Posts and Telecommunications Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4400600977"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4400600977"],"apc_list":null,"apc_paid":null,"fwci":0.9552,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.87781918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9663000106811523,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.964900016784668,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.8500721454620361},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7559050917625427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.728534460067749},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7155249118804932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4738077223300934},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46530041098594666},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45490583777427673},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.45222359895706177},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4483456015586853},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.412667453289032},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3476203680038452},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2717762589454651},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19122204184532166},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07043212652206421}],"concepts":[{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.8500721454620361},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7559050917625427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.728534460067749},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7155249118804932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4738077223300934},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46530041098594666},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45490583777427673},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.45222359895706177},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4483456015586853},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.412667453289032},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3476203680038452},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2717762589454651},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19122204184532166},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07043212652206421},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse.2017.8119470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2017.8119470","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W35527955","https://openalex.org/W116474711","https://openalex.org/W640195639","https://openalex.org/W1497385253","https://openalex.org/W1527439439","https://openalex.org/W1594875270","https://openalex.org/W1764257023","https://openalex.org/W1857382374","https://openalex.org/W1969307352","https://openalex.org/W1984178160","https://openalex.org/W2009974646","https://openalex.org/W2017634428","https://openalex.org/W2023302299","https://openalex.org/W2025343193","https://openalex.org/W2054242744","https://openalex.org/W2089638258","https://openalex.org/W2122991029","https://openalex.org/W2135431605","https://openalex.org/W2141071145","https://openalex.org/W2153657339","https://openalex.org/W2155983176","https://openalex.org/W2161029186","https://openalex.org/W2246061566","https://openalex.org/W2250484497","https://openalex.org/W2261486195","https://openalex.org/W2279159495","https://openalex.org/W2551691163","https://openalex.org/W2603308797","https://openalex.org/W6601425427","https://openalex.org/W6604771098","https://openalex.org/W6620861570","https://openalex.org/W6691812244","https://openalex.org/W6692982696"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W2009888974","https://openalex.org/W2706752825","https://openalex.org/W3105278570","https://openalex.org/W2117913171","https://openalex.org/W2582769230"],"abstract_inverted_index":{"Many":[0],"approaches":[1],"to":[2,69,138],"human":[3,47],"activity":[4,48],"recognition":[5],"such":[6],"as":[7],"wearable":[8],"based":[9,13],"or":[10,31],"computer":[11],"vision":[12],"are":[14,51,67],"obtrusive":[15],"in":[16,27,126],"the":[17,22,60,63,70,73,107,110],"sense":[18],"that":[19,92,116],"they":[20,32],"prevent":[21],"users":[23,71],"from":[24,96],"performing":[25,103],"activities":[26],"a":[28,86,113],"natural":[29],"way,":[30],"might":[33],"raise":[34],"privacy":[35],"invasion":[36],"concerns.":[37],"This":[38],"paper":[39],"presents":[40],"e-Shoes":[41],"-":[42],"smart":[43],"shoes":[44,52],"for":[45,76],"unobtrusive":[46],"recognition.":[49],"E-Shoes":[50],"instrumented":[53],"with":[54,112],"tiny":[55],"wireless":[56],"accelerometers":[57],"embedded":[58],"inside":[59],"insole":[61],"of":[62,109],"shoes.":[64],"The":[65,121],"sensors":[66],"seamless":[68],"making":[72],"system":[74,122],"suitable":[75],"recognizing":[77],"everyday":[78],"activities.":[79,104,120],"To":[80],"analyze":[81],"sensor":[82],"signals,":[83],"we":[84],"propose":[85],"convolution":[87],"neutral":[88],"networks":[89],"(CNN)":[90],"model":[91],"automatically":[93],"learns":[94],"features":[95],"sensing":[97],"data":[98],"and":[99,136],"makes":[100],"predictions":[101],"about":[102],"We":[105],"verify":[106],"effectiveness":[108],"approach":[111],"real":[114],"dataset":[115],"covers":[117],"seven":[118],"daily":[119],"achieved":[123],"93%":[124],"accuracy":[125],"average,":[127],"which":[128],"is":[129],"very":[130],"promising,":[131],"while":[132],"being":[133],"energy":[134],"efficient":[135],"easy":[137],"use.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
