{"id":"https://openalex.org/W4311887678","doi":"https://doi.org/10.1007/s42486-022-00115-4","title":"Human-in-the-loop machine learning with applications for population health","display_name":"Human-in-the-loop machine learning with applications for population health","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4311887678","doi":"https://doi.org/10.1007/s42486-022-00115-4"},"language":"en","primary_location":{"id":"doi:10.1007/s42486-022-00115-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42486-022-00115-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210200914","display_name":"CCF Transactions on Pervasive Computing and Interaction","issn_l":"2524-521X","issn":["2524-521X","2524-5228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CCF Transactions on Pervasive Computing and Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/en/publications/9a8a88cd-e7b1-47bb-81e7-467962fd2bab","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048953049","display_name":"Long Chen","orcid":"https://orcid.org/0000-0002-8933-2663"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Long Chen","raw_affiliation_strings":["Coventry University, Coventry, UK","Ulster University, Newtownabbey, UK"],"raw_orcid":"https://orcid.org/0000-0002-8933-2663","affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Long Chen","orcid":"https://orcid.org/0000-0002-8933-2663"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Long Chen","raw_affiliation_strings":["Coventry University, Coventry, UK","Ulster University, Newtownabbey, UK"],"raw_orcid":"https://orcid.org/0000-0002-8933-2663","affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682896","display_name":"Jiangtao Wang","orcid":"https://orcid.org/0000-0002-8704-502X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jiangtao Wang","raw_affiliation_strings":["Coventry University, Coventry, UK","Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078005520","display_name":"Bin Guo","orcid":"https://orcid.org/0000-0001-6097-2467"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","Ulster University, Newtownabbey, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443536","display_name":"Liming Chen","orcid":"https://orcid.org/0000-0003-0200-7989"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liming Chen","raw_affiliation_strings":["Coventry University, Coventry, UK","Ulster University, Newtownabbey, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443536","display_name":"Liming Chen","orcid":"https://orcid.org/0000-0003-0200-7989"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Liming Chen","raw_affiliation_strings":["Coventry University, Coventry, UK","Ulster University, Newtownabbey, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Ulster University, Newtownabbey, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100443536"],"corresponding_institution_ids":["https://openalex.org/I138801177","https://openalex.org/I73417466"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.0525,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73692197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"5","issue":"1","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","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"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.979200005531311,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7750005722045898},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.757453203201294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956961154937744},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.649348258972168},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43997737765312195},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.4211905002593994},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06421533226966858}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7750005722045898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.757453203201294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956961154937744},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.649348258972168},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43997737765312195},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.4211905002593994},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06421533226966858},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s42486-022-00115-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42486-022-00115-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210200914","display_name":"CCF Transactions on Pervasive Computing and Interaction","issn_l":"2524-521X","issn":["2524-521X","2524-5228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CCF Transactions on Pervasive Computing and Interaction","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/9a8a88cd-e7b1-47bb-81e7-467962fd2bab","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/9a8a88cd-e7b1-47bb-81e7-467962fd2bab","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chen, L, Wang, J, Guo, B & Chen, L 2022, 'Human-in-the-loop Machine Learning with Applications for Population Health', CCF Transactions on Pervasive Computing and Interaction. https://doi.org/10.1007/s42486-022-00115-4","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/5f0f9221-e603-4234-a599-bb002b45c9da","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/humanintheloop-machine-learning-with-applications-for-population-health(5f0f9221-e603-4234-a599-bb002b45c9da).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chen, L, Wang, J, Guo, B & Chen, L 2023, 'Human-in-the-loop machine learning with applications for population health', CCF Transactions on Pervasive Computing and Interaction, vol. 5, no. 1, pp. 1-12. https://doi.org/10.1007/s42486-022-00115-4","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/9a8a88cd-e7b1-47bb-81e7-467962fd2bab","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/9a8a88cd-e7b1-47bb-81e7-467962fd2bab","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Chen, L, Wang, J, Guo, B & Chen, L 2022, 'Human-in-the-loop Machine Learning with Applications for Population Health', CCF Transactions on Pervasive Computing and Interaction. https://doi.org/10.1007/s42486-022-00115-4","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G2991394646","display_name":null,"funder_award_id":"EP/V043544/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8884678989","display_name":"Compressive Population Health: Cost-Effective Profiling of Prevalence for Multiple Non-Communicable Diseases via Health Data Science","funder_award_id":"EP/V043544/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1501005121","https://openalex.org/W1782953462","https://openalex.org/W1825675169","https://openalex.org/W1992479406","https://openalex.org/W1993685897","https://openalex.org/W2011824517","https://openalex.org/W2019975561","https://openalex.org/W2023282380","https://openalex.org/W2036686581","https://openalex.org/W2094485533","https://openalex.org/W2282821441","https://openalex.org/W2290566097","https://openalex.org/W2612925715","https://openalex.org/W2746791238","https://openalex.org/W2767692092","https://openalex.org/W2786715987","https://openalex.org/W2792641098","https://openalex.org/W2794079986","https://openalex.org/W2922456305","https://openalex.org/W2922546135","https://openalex.org/W2941985495","https://openalex.org/W2949973186","https://openalex.org/W2952262154","https://openalex.org/W2955566917","https://openalex.org/W2962755741","https://openalex.org/W2962758802","https://openalex.org/W2963374347","https://openalex.org/W2963678934","https://openalex.org/W2965723696","https://openalex.org/W2970032879","https://openalex.org/W3091793048","https://openalex.org/W3156877449","https://openalex.org/W3192495122","https://openalex.org/W4221140922"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}