{"id":"https://openalex.org/W4323339247","doi":"https://doi.org/10.1109/snpd54884.2022.10051807","title":"Combining OpenPose with BiLSTM for Violence Detection in Long-Term Care","display_name":"Combining OpenPose with BiLSTM for Violence Detection in Long-Term Care","publication_year":2022,"publication_date":"2022-12-07","ids":{"openalex":"https://openalex.org/W4323339247","doi":"https://doi.org/10.1109/snpd54884.2022.10051807"},"language":"en","primary_location":{"id":"doi:10.1109/snpd54884.2022.10051807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd54884.2022.10051807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACIS 23rd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","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":null,"display_name":"Shao-Wei Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shao-Wei Chu","raw_affiliation_strings":["National Chin-Yi University of Technology,Department of Artificial Intelligence and Computer Engineering,Taichung,Taiwan","Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chin-Yi University of Technology,Department of Artificial Intelligence and Computer Engineering,Taichung,Taiwan","institution_ids":["https://openalex.org/I65446980"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068516558","display_name":"Chuin-Mu Wang","orcid":"https://orcid.org/0000-0001-8137-3666"},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chuin-Mu Wang","raw_affiliation_strings":["National Chin-Yi University of Technology,Department of Artificial Intelligence and Computer Engineering,Taichung,Taiwan","Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chin-Yi University of Technology,Department of Artificial Intelligence and Computer Engineering,Taichung,Taiwan","institution_ids":["https://openalex.org/I65446980"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Computer Engineering, National Chin-Yi University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65446980"],"apc_list":null,"apc_paid":null,"fwci":0.2774,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64162996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"212","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9987999796867371,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9987999796867371,"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":0.9850999712944031,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/ambiguity","display_name":"Ambiguity","score":0.6105362176895142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6103398203849792},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5962100028991699},{"id":"https://openalex.org/keywords/christian-ministry","display_name":"Christian ministry","score":0.5572105646133423},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5070993900299072},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.46778640151023865},{"id":"https://openalex.org/keywords/welfare","display_name":"Welfare","score":0.447201669216156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43526145815849304},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.42182743549346924},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34315961599349976},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1314716935157776},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12834545969963074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09382331371307373}],"concepts":[{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6105362176895142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103398203849792},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5962100028991699},{"id":"https://openalex.org/C521751864","wikidata":"https://www.wikidata.org/wiki/Q1729207","display_name":"Christian ministry","level":2,"score":0.5572105646133423},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5070993900299072},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.46778640151023865},{"id":"https://openalex.org/C100243477","wikidata":"https://www.wikidata.org/wiki/Q12002092","display_name":"Welfare","level":2,"score":0.447201669216156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43526145815849304},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.42182743549346924},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34315961599349976},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1314716935157776},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12834545969963074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09382331371307373},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snpd54884.2022.10051807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd54884.2022.10051807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACIS 23rd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2064675550","https://openalex.org/W2158497138","https://openalex.org/W2963488642","https://openalex.org/W2964304707","https://openalex.org/W3006086117","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2353179089","https://openalex.org/W2330033385","https://openalex.org/W2333921428","https://openalex.org/W182432352","https://openalex.org/W2923538289","https://openalex.org/W2353125546","https://openalex.org/W2330074134","https://openalex.org/W2470643824","https://openalex.org/W2349635380","https://openalex.org/W4353089801"],"abstract_inverted_index":{"The":[0,53,78,96,124],"Ministry":[1],"of":[2,11,27,33,81,98,105],"Health":[3],"and":[4,91,110],"Welfare's":[5],"Statistics":[6],"reports":[7],"present":[8],"the":[9,43,51,67,74,113,139],"incidence":[10],"domestic":[12],"care":[13,61],"violence":[14,58],"becomes":[15],"higher":[16],"annually.":[17],"However,":[18],"there":[19],"is":[20,36,76,89,100,126],"no":[21],"efficient":[22],"method":[23],"to":[24,48,59,101,111,128],"get":[25],"rid":[26],"physical":[28,87,134],"abuse.":[29],"After":[30],"being":[31],"ill-treated":[32],"violence,":[34],"someone":[35],"assessed":[37],"injure":[38],"by":[39,108],"official":[40],"organization.":[41],"Then,":[42],"victims":[44],"take":[45],"legal":[46],"actions":[47],"damage":[49],"after":[50],"events.":[52],"deep":[54],"learning":[55],"motion":[56],"recognized":[57,85],"family":[60],"in":[62,93,118,136,138],"advance.":[63],"To":[64],"analyst":[65],"that":[66,83,130],"images":[68,82],"from":[69],"complex":[70],"data":[71],"sets":[72],"on":[73],"internet":[75],"important.":[77],"key":[79],"part":[80],"are":[84],"as":[86],"abuse":[88,135],"ambiguous":[90],"distorted":[92],"many":[94],"pictures.":[95],"solution":[97],"ambiguity":[99],"label":[102],"joint":[103,115],"points":[104],"human":[106],"skeleton":[107],"OpenPose,":[109],"train":[112],"marked":[114],"point":[116],"features":[117],"Bi-directional":[119],"Long":[120],"Short-Term":[121],"Memory":[122],"(BiLSTM).":[123],"accuracy":[125],"about":[127],"96%,":[129],"can":[131],"effectively":[132],"detect":[133],"time":[137],"experimental":[140],"results.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}