{"id":"https://openalex.org/W4385484928","doi":"https://doi.org/10.1109/icasspw59220.2023.10192968","title":"A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals","display_name":"A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4385484928","doi":"https://doi.org/10.1109/icasspw59220.2023.10192968"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw59220.2023.10192968","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10192968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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/A5002952964","display_name":"Zhihan Jiang","orcid":"https://orcid.org/0000-0003-4857-7143"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Zhihan Jiang","raw_affiliation_strings":["The University of Hong Kong,Hong Kong,China","The University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Hong Kong,China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106723036","display_name":"Cong Xie","orcid":"https://orcid.org/0000-0001-5760-7522"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Xie","raw_affiliation_strings":["Tencent,Shenzhen,China","Tencent, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent,Shenzhen,China","institution_ids":["https://openalex.org/I2250653659"]},{"raw_affiliation_string":"Tencent, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077317339","display_name":"Edith C.\u2010H. Ngai","orcid":"https://orcid.org/0000-0002-3454-8731"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Edith C.H. Ngai","raw_affiliation_strings":["The University of Hong Kong,Hong Kong,China","The University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Hong Kong,China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]},{"raw_affiliation_string":"The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002952964"],"corresponding_institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15336459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.8058071136474609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268619298934937}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8058071136474609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268619298934937},{"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/icasspw59220.2023.10192968","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10192968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322170","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1990166011","https://openalex.org/W2028717323","https://openalex.org/W2047730705","https://openalex.org/W2048257759","https://openalex.org/W2050878694","https://openalex.org/W2062930223","https://openalex.org/W2106850989","https://openalex.org/W2118185372","https://openalex.org/W2169617161","https://openalex.org/W2295598076","https://openalex.org/W4239510810","https://openalex.org/W4307474240","https://openalex.org/W4388323119","https://openalex.org/W6640080485","https://openalex.org/W6846055876"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Traditional":[0],"methods":[1],"for":[2,57],"health":[3,37,54,95,105],"profiling":[4,55,134],"are":[5,80],"usually":[6],"expensive":[7],"and":[8,15,41,63,69,72,77,85,110,120],"require":[9],"specialized":[10],"expertise.":[11],"The":[12],"growing":[13],"prevalence":[14],"development":[16],"of":[17,99],"wearable":[18],"devices":[19],"have":[20],"made":[21],"it":[22],"feasible":[23],"to":[24,34,92],"collect":[25],"ambient":[26],"sensor":[27],"signals,":[28],"providing":[29],"us":[30],"with":[31],"new":[32],"opportunities":[33],"profile":[35,93],"children\u2019s":[36,94,135,146],"in":[38,48,133,144],"a":[39,53,88],"cost-effective":[40],"comprehensive":[42],"manner.":[43],"Inspired":[44],"by":[45,82],"recent":[46],"works":[47],"multimodal":[49],"learning,":[50],"we":[51,60],"propose":[52],"framework":[56],"children.":[58],"First,":[59],"extract":[61],"context":[62,76,129],"motion":[64,78,139],"patterns":[65],"from":[66,96],"their":[67],"personal":[68],"family":[70],"characteristics":[71],"acceleration":[73],"signals.":[74],"Then,":[75],"embeddings":[79],"generated":[81],"two":[83],"encoders":[84],"input":[86],"into":[87],"lightweight":[89],"neural":[90],"network":[91],"the":[97,114,121,128,138],"perspectives":[98],"physical":[100,103,147],"activity":[101,148],"intensity,":[102],"functioning,":[104,108],"confidence,":[106],"psychosocial":[107],"resilience,":[109],"connectedness.":[111],"We":[112],"evaluate":[113],"proposed":[115],"method":[116],"on":[117],"real-world":[118],"datasets,":[119],"results":[122],"show":[123],"its":[124],"outstanding":[125],"performance.":[126],"Specifically,":[127],"pattern":[130,140],"is":[131,141],"effective":[132,143],"health,":[136],"while":[137],"significantly":[142],"assessing":[145],"intensity.":[149]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}