{"id":"https://openalex.org/W2042569214","doi":"https://doi.org/10.1145/2493988.2494350","title":"Reducing user intervention in incremental activityrecognition for assistive technologies","display_name":"Reducing user intervention in incremental activityrecognition for assistive technologies","publication_year":2013,"publication_date":"2013-09-08","ids":{"openalex":"https://openalex.org/W2042569214","doi":"https://doi.org/10.1145/2493988.2494350","mag":"2042569214"},"language":"en","primary_location":{"id":"doi:10.1145/2493988.2494350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2493988.2494350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 International Symposium on Wearable Computers","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/A5040694554","display_name":"Julien Rebetez","orcid":null},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Julien Rebetez","raw_affiliation_strings":["University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045745492","display_name":"H\u00e9ctor F. Satiz\u00e1bal","orcid":null},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"H\u00e9ctor F. Satiz\u00e1bal","raw_affiliation_strings":["University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050607153","display_name":"Andr\u00e9s P\u00e9rez-Uribe","orcid":"https://orcid.org/0000-0003-3062-2575"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andres Perez-Uribe","raw_affiliation_strings":["University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland, Yverdon-les-bains, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040694554"],"corresponding_institution_ids":["https://openalex.org/I173439891"],"apc_list":null,"apc_paid":null,"fwci":1.29966071,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84197543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991000294685364,"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":0.9991000294685364,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9840999841690063,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8174197673797607},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6803317070007324},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6145024299621582},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5896978974342346},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46100446581840515},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45776110887527466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42290377616882324},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3269197642803192},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11670953035354614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174197673797607},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6803317070007324},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6145024299621582},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5896978974342346},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46100446581840515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45776110887527466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42290377616882324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3269197642803192},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11670953035354614},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2493988.2494350","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2493988.2494350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 International Symposium on Wearable Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:hesso.tind.io:6123","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/6123","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/6123","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321942","display_name":"Hasler Stiftung","ror":"https://ror.org/04m3t9183"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W147734988","https://openalex.org/W1556832316","https://openalex.org/W1601503327","https://openalex.org/W1984489625","https://openalex.org/W1988412055","https://openalex.org/W2007042806","https://openalex.org/W2014601643","https://openalex.org/W2038994994","https://openalex.org/W2117614111","https://openalex.org/W2138754805","https://openalex.org/W2169173044","https://openalex.org/W2244527890","https://openalex.org/W4212774754"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W5922282","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W3105278570","https://openalex.org/W2117913171","https://openalex.org/W2582769230","https://openalex.org/W2012157391","https://openalex.org/W2562087406","https://openalex.org/W2122277836"],"abstract_inverted_index":{"Activity":[0],"recognition":[1,43,55],"has":[2],"recently":[3],"gained":[4],"a":[5,30,62,88,98],"lot":[6],"of":[7,24,32,105,111],"interest":[8],"and":[9,94],"there":[10],"already":[11],"exist":[12],"several":[13],"methods":[14,27],"to":[15,38,50,116],"detect":[16],"human":[17],"activites":[18],"based":[19,90],"on":[20,29,91],"wearable":[21],"sensors.":[22],"Most":[23],"the":[25,74,81,109],"existing":[26],"rely":[28],"database":[31],"labelled":[33,64],"activities":[34,70],"that":[35,57,96],"is":[36],"used":[37],"train":[39],"an":[40,48,52],"offline":[41],"activity":[42,54],"system.":[44],"This":[45],"paper":[46],"presents":[47],"approach":[49],"build":[51],"online":[53],"system":[56,67],"do":[58],"not":[59],"require":[60],"any":[61],"priori":[63],"data.":[65],"The":[66,103],"incrementally":[68],"learns":[69],"by":[71,114],"actively":[72],"querying":[73],"user":[75,82,112],"for":[76],"labels.":[77],"To":[78],"choose":[79],"when":[80],"should":[83],"be":[84],"queried,":[85],"we":[86],"compare":[87],"method":[89],"random":[92],"sampling":[93],"another":[95],"uses":[97],"Growing":[99],"Neural":[100],"Gas":[101],"(GNG).":[102],"use":[104],"GNG":[106],"helps":[107],"reducing":[108],"number":[110],"queries":[113],"20%":[115],"30%.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}