{"id":"https://openalex.org/W3192350368","doi":"https://doi.org/10.1109/bhi50953.2021.9508616","title":"Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications","display_name":"Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications","publication_year":2021,"publication_date":"2021-07-27","ids":{"openalex":"https://openalex.org/W3192350368","doi":"https://doi.org/10.1109/bhi50953.2021.9508616","mag":"3192350368"},"language":"en","primary_location":{"id":"doi:10.1109/bhi50953.2021.9508616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi50953.2021.9508616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","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/A5082336411","display_name":"Ky Trung Nguyen","orcid":"https://orcid.org/0000-0001-9198-3687"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Ky Trung Nguyen","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031695371","display_name":"Jani M\u00e4ntyj\u00e4rvi","orcid":"https://orcid.org/0000-0001-8023-9641"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jani Mantyjarvi","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011108761","display_name":"Nguy\u1ec5n Th\u1ecb Ng\u1ecdc Tr\u00e2n","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116271","display_name":"Ho Chi Minh City University of Industry and Trade","ror":"https://ror.org/02b2dfs85","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210116271"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Thi Ngoc Nguyen","raw_affiliation_strings":["Ho Chi Minh City University of Food Industry, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Food Industry, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210116271"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082336411"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09461553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9957000017166138,"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":0.9957000017166138,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.994700014591217,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9718999862670898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7907216548919678},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.770933985710144},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7010836601257324},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.682549774646759},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6768410205841064},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6707500219345093},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5781263113021851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5054483413696289},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49429750442504883},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4109550416469574},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36733853816986084},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11378291249275208},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.09918731451034546},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07717517018318176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7907216548919678},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.770933985710144},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7010836601257324},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.682549774646759},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6768410205841064},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6707500219345093},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5781263113021851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5054483413696289},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49429750442504883},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4109550416469574},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36733853816986084},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11378291249275208},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.09918731451034546},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07717517018318176},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi50953.2021.9508616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi50953.2021.9508616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W293916754","https://openalex.org/W1549997466","https://openalex.org/W1995529998","https://openalex.org/W2012557818","https://openalex.org/W2017634428","https://openalex.org/W2110933980","https://openalex.org/W2117811484","https://openalex.org/W2130942839","https://openalex.org/W2133273100","https://openalex.org/W2142900973","https://openalex.org/W2149172860","https://openalex.org/W2516178576","https://openalex.org/W2613371246","https://openalex.org/W2788431295","https://openalex.org/W2903511450","https://openalex.org/W4289305076","https://openalex.org/W6610471430","https://openalex.org/W6632883815","https://openalex.org/W6677343936","https://openalex.org/W6679436768","https://openalex.org/W6682086108","https://openalex.org/W6748572496"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W2884441370","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749"],"abstract_inverted_index":{"Storytelling":[0],"describes":[1],"our":[2,20,29,92],"daily":[3],"living":[4],"activities":[5],"in":[6],"many":[7],"ways.":[8],"It":[9],"assists":[10],"us":[11],"to":[12,18,32,51,73,84],"understand":[13],"what":[14],"we":[15,27,45,69],"have":[16],"done":[17],"advance":[19],"health":[21],"and":[22,59],"wellbeing.":[23],"In":[24],"this":[25],"paper,":[26],"present":[28],"novel":[30],"approach":[31],"generate":[33,85],"scripts":[34],"from":[35,40],"events,":[36],"which":[37],"are":[38],"detected":[39],"wearable":[41],"sensor":[42],"data.":[43],"First,":[44],"use":[46],"Deep":[47],"Neural":[48],"Network":[49],"(DNN)":[50],"recognize":[52],"semantic":[53],"concepts":[54],"such":[55],"as":[56],"gesture,":[57],"activity,":[58],"location":[60],"for":[61],"generating":[62],"a":[63,71],"chronological":[64],"sequence":[65,72,74],"of":[66,78,98],"events.":[67],"Second,":[68],"apply":[70],"(SEQ2SEQ)":[75],"model":[76],"consisting":[77],"two":[79],"recurrent":[80],"neural":[81],"networks":[82],"(RNNs)":[83],"human-understandable":[86],"stories.":[87],"The":[88],"results":[89],"show":[90],"that":[91],"method":[93],"can":[94],"improve":[95],"the":[96],"performance":[97],"script":[99],"generation":[100],"(SG)":[101],"by":[102],"using":[103],"SEQ2SEQ":[104],"with":[105],"0.972":[106],"BLEU-1":[107],"score.":[108]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}