{"id":"https://openalex.org/W4400037551","doi":"https://doi.org/10.1145/3652037.3663897","title":"Exploring Machine Learning Applications for Biophilic Art Displays to Promote Health and Well-being","display_name":"Exploring Machine Learning Applications for Biophilic Art Displays to Promote Health and Well-being","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4400037551","doi":"https://doi.org/10.1145/3652037.3663897"},"language":"en","primary_location":{"id":"doi:10.1145/3652037.3663897","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","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/A5040760349","display_name":"Yangang Xing","orcid":"https://orcid.org/0000-0002-5374-7269"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yangang Xing","raw_affiliation_strings":["School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5374-7269","affiliations":[{"raw_affiliation_string":"School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090882467","display_name":"Purna Kar","orcid":"https://orcid.org/0009-0004-4230-2047"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Purna Kar","raw_affiliation_strings":["School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0004-4230-2047","affiliations":[{"raw_affiliation_string":"School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080362193","display_name":"Jordan J. Bird","orcid":"https://orcid.org/0000-0002-9858-1231"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jordan J. Bird","raw_affiliation_strings":["Department of Computer Science Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-9858-1231","affiliations":[{"raw_affiliation_string":"Department of Computer Science Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011765174","display_name":"Alexander Sumich","orcid":"https://orcid.org/0000-0003-4333-8442"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex Sumich","raw_affiliation_strings":["NTU Psychology Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4333-8442","affiliations":[{"raw_affiliation_string":"NTU Psychology Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113265455","display_name":"Benedict Carpenter Van Barthold","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benedict Carpenter Van Barthold","raw_affiliation_strings":["Vieunite Ltd Birmingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7914-0799","affiliations":[{"raw_affiliation_string":"Vieunite Ltd Birmingham UK, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101720094","display_name":"Andrew Knight","orcid":"https://orcid.org/0000-0002-8478-9656"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Knight","raw_affiliation_strings":["School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8478-9656","affiliations":[{"raw_affiliation_string":"School of Architecture Design and the Built Environment Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108148352","display_name":"Ahmad Lotfl","orcid":null},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Lotfl","raw_affiliation_strings":["Department of Computer Science Nottingham Trent University Nottingham UK, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5139-6565","affiliations":[{"raw_affiliation_string":"Department of Computer Science Nottingham Trent University Nottingham UK, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5040760349"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":0.9037,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73553278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10692","display_name":"Urban Green Space and Health","score":0.9794999957084656,"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/T10692","display_name":"Urban Green Space and Health","score":0.9794999957084656,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9538999795913696,"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"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6515153050422668},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44032707810401917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515153050422668},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44032707810401917}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3652037.3663897","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663897","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},{"id":"pmh:oai:irep.ntu.ac.uk:51681","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/51681/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3960106128","display_name":null,"funder_award_id":"10004608","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2009702943","https://openalex.org/W2156705847","https://openalex.org/W2194775991","https://openalex.org/W2410256126","https://openalex.org/W2577421679","https://openalex.org/W2739613847","https://openalex.org/W2753337322","https://openalex.org/W2770155889","https://openalex.org/W2897075493","https://openalex.org/W2912914009","https://openalex.org/W2971121539","https://openalex.org/W2992379052","https://openalex.org/W3128420580","https://openalex.org/W3166396011","https://openalex.org/W3202406646","https://openalex.org/W4210511639","https://openalex.org/W4251147723","https://openalex.org/W4298884485","https://openalex.org/W4388459659","https://openalex.org/W4394668313"],"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/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Research":[0],"has":[1],"shown":[2],"that":[3,31],"the":[4,26,50,126,133,145,148,157],"use":[5,57],"of":[6,52,137,147,150,159],"biophilic":[7,66,107,138,160],"elements":[8],"in":[9,16,25,115,121,142],"public":[10],"or":[11],"private":[12],"spaces":[13],"is":[14,55,141],"effective":[15],"alleviating":[17],"stress,":[18],"improving":[19],"mental":[20,40,74],"well-being,":[21],"and":[22,69,76,88,118,135,155],"increasing":[23],"innovativeness":[24],"general":[27],"public.":[28],"Studies":[29],"reveal":[30],"exposure":[32],"to":[33,56,61,72,95,106],"Biophilic":[34],"art":[35,67,108,161,168],"can":[36],"improve":[37],"an":[38,97,119],"individual\u2019s":[39],"well-being.":[41,77],"Many":[42],"urban":[43],"settings":[44],"have":[45],"few":[46],"natural":[47],"representations":[48],"hence,":[49],"goal":[51],"our":[53],"research":[54],"machine":[58,130],"learning":[59,131],"algorithms":[60,94],"develop":[62,96],"a":[63,83,113],"novel":[64],"digital":[65],"categorization":[68,134],"display":[70],"system":[71,100],"promote":[73],"health":[75],"An":[78],"initial":[79],"survey":[80],"conducted":[81],"indicates":[82],"strong":[84],"correlation":[85],"between":[86],"biophilia":[87],"positive":[89,122],"emotions.":[90],"We":[91],"applied":[92],"classification":[93],"artwork":[98],"recommendation":[99,136,169],"based":[101],"on":[102],"self-reported":[103],"emotional":[104],"responses":[105],"pieces.":[109],"Initial":[110],"findings":[111],"suggest":[112],"reduction":[114],"negative":[116],"emotions":[117],"increase":[120],"emotions,":[123],"whilst":[124],"using":[125,163],"system.":[127],"This":[128],"supports":[129],"for":[132],"art.":[139],"It":[140],"line":[143],"with":[144],"importance":[146],"integration":[149],"nature":[151],"into":[152],"built":[153],"environments,":[154],"advocates":[156],"expansion":[158],"databases,":[162],"more":[164],"inclusive,":[165],"emotionally":[166],"responsive":[167],"systems.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}