{"id":"https://openalex.org/W7125514234","doi":"https://doi.org/10.7717/peerj-cs.3384","title":"Computational frameworks for interactive multimedia art installations in public spaces using real time digital control and visualization","display_name":"Computational frameworks for interactive multimedia art installations in public spaces using real time digital control and visualization","publication_year":2026,"publication_date":"2026-01-23","ids":{"openalex":"https://openalex.org/W7125514234","doi":"https://doi.org/10.7717/peerj-cs.3384"},"language":"en","primary_location":{"id":"doi:10.7717/peerj-cs.3384","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.3384","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7717/peerj-cs.3384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111168445","display_name":"Yeheng Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yeheng Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123707209","display_name":"Yang Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5123631448","display_name":"Yaxi Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaxi Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111168445"],"corresponding_institution_ids":[],"apc_list":{"value":1395,"currency":"USD","value_usd":1395},"apc_paid":{"value":1395,"currency":"USD","value_usd":1395},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10740802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"e3384","last_page":"e3384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.3456999957561493,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.3456999957561493,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.10189999639987946,"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/T12290","display_name":"Human Motion and Animation","score":0.0640999972820282,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5364999771118164},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5072000026702881},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5063999891281128},{"id":"https://openalex.org/keywords/interactive-media","display_name":"Interactive media","score":0.41600000858306885},{"id":"https://openalex.org/keywords/synchronizing","display_name":"Synchronizing","score":0.4133000075817108},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.3799999952316284},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3765000104904175},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.35679998993873596},{"id":"https://openalex.org/keywords/studio","display_name":"Studio","score":0.30000001192092896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.746999979019165},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.7181000113487244},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5364999771118164},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5072000026702881},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5063999891281128},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5041000247001648},{"id":"https://openalex.org/C203004452","wikidata":"https://www.wikidata.org/wiki/Q1186952","display_name":"Interactive media","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C162932704","wikidata":"https://www.wikidata.org/wiki/Q1058791","display_name":"Synchronizing","level":3,"score":0.4133000075817108},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.3799999952316284},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3765000104904175},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.35679998993873596},{"id":"https://openalex.org/C45012715","wikidata":"https://www.wikidata.org/wiki/Q746628","display_name":"Studio","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.29899999499320984},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C519222250","wikidata":"https://www.wikidata.org/wiki/Q860372","display_name":"Digital art","level":3,"score":0.28630000352859497},{"id":"https://openalex.org/C2984866010","wikidata":"https://www.wikidata.org/wiki/Q294440","display_name":"Public space","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C2777432453","wikidata":"https://www.wikidata.org/wiki/Q2394336","display_name":"Interactive art","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C128644962","wikidata":"https://www.wikidata.org/wiki/Q683111","display_name":"Visual programming language","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.2734000086784363},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C2777766583","wikidata":"https://www.wikidata.org/wiki/Q756568","display_name":"Digital signage","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C86297840","wikidata":"https://www.wikidata.org/wiki/Q6045397","display_name":"Interactive design","level":2,"score":0.25130000710487366},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.7717/peerj-cs.3384","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.3384","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:488c8951876c4be79b35320b8752f241","is_oa":true,"landing_page_url":"https://doaj.org/article/488c8951876c4be79b35320b8752f241","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PeerJ Computer Science, Vol 12, p e3384 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.7717/peerj-cs.3384","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.3384","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8242549896240234}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W3001932326","https://openalex.org/W3040803001","https://openalex.org/W3122896872","https://openalex.org/W4283010279","https://openalex.org/W4283698337","https://openalex.org/W4286857148","https://openalex.org/W4387335736","https://openalex.org/W4388865898","https://openalex.org/W4391210282","https://openalex.org/W4391773494","https://openalex.org/W4392899524","https://openalex.org/W4394819514","https://openalex.org/W6912397611"],"related_works":[],"abstract_inverted_index":{"Background":[0],"Interactive":[1],"multimedia":[2,191],"art":[3],"installations":[4,28],"in":[5,50,55,74,128,150,189],"public":[6,75,139,155,190],"spaces":[7,35],"are":[8,140],"evolving":[9],"with":[10],"the":[11,68,100,138,165,172],"integration":[12,108],"of":[13,71,102,109],"real-time":[14,56,110],"(RT)":[15],"digital":[16],"control":[17,188],"and":[18,23,53,60,66,88,115,120,134,142,147,157,180,186],"visualization":[19],"technologies,":[20],"enabling":[21],"dynamic":[22],"immersive":[24],"user":[25,184],"experiences.":[26],"These":[27,62],"transform":[29],"urban":[30,130],"environments":[31],"into":[32,144],"responsive,":[33],"participatory":[34],"through":[36,118],"audiovisual":[37],"interactivity.":[38],"However,":[39],"existing":[40],"methods":[41],"often":[42],"face":[43],"limitations":[44],"such":[45],"as":[46],"inflexible":[47],"architectures,":[48],"latency":[49],"data":[51,136],"processing,":[52],"challenges":[54],"synchronizing":[57],"multimodal":[58],"inputs":[59],"outputs.":[61],"issues":[63],"hinder":[64],"scalability":[65,181],"reduce":[67],"creative":[69,162],"possibilities":[70],"interactive":[72,145],"systems":[73],"settings.":[76],"Methods":[77],"This":[78,153],"study":[79],"proposes":[80],"a":[81,159],"Node-based":[82],"Real-Time":[83],"Multimedia":[84],"Architecture":[85],"using":[86],"Max/MSP":[87],"(TD)":[89],"Touch":[90],"Designer":[91],"(MAX/MSP-TD)":[92],"to":[93],"address":[94],"these":[95],"challenges.":[96],"The":[97,123],"framework":[98,174],"leverages":[99],"strengths":[101],"visual":[103],"programming":[104],"environments,":[105],"allowing":[106],"seamless":[107],"sensor":[111],"data,":[112],"audio":[113],"analysis,":[114],"generative":[116],"visuals":[117],"modular":[119],"reusable":[121],"components.":[122],"proposed":[124],"method":[125],"is":[126],"applied":[127],"an":[129],"installation":[131],"where":[132],"sound":[133,148],"movement":[135],"from":[137],"captured":[141],"translated":[143],"light":[146],"projections":[149],"real":[151],"time.":[152],"encourages":[154],"engagement":[156],"offers":[158],"platform":[160],"for":[161],"expression":[163],"within":[164],"built":[166],"environment.":[167],"Results":[168],"Findings":[169],"show":[170],"that":[171],"MAX/MSP-TD":[173],"significantly":[175],"improves":[176],"system":[177],"responsiveness,":[178],"flexibility,":[179],"while":[182],"enhancing":[183],"interaction":[185],"artistic":[187],"installations.":[192]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2026-01-24T00:00:00"}
