{"id":"https://openalex.org/W2979486972","doi":"https://doi.org/10.1145/3323503.3360641","title":"A computational model for ubiquitous intelligent services in indoor agriculture","display_name":"A computational model for ubiquitous intelligent services in indoor agriculture","publication_year":2019,"publication_date":"2019-10-10","ids":{"openalex":"https://openalex.org/W2979486972","doi":"https://doi.org/10.1145/3323503.3360641","mag":"2979486972"},"language":"en","primary_location":{"id":"doi:10.1145/3323503.3360641","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323503.3360641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Brazillian Symposium on Multimedia and the Web","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/A5002833249","display_name":"Bruno Martini","orcid":"https://orcid.org/0000-0001-6354-6586"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno G. Martini","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017103462","display_name":"Gilson Augusto Helfer","orcid":"https://orcid.org/0000-0002-3256-8069"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gilson A. Helfer","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge L. V. Barbosa","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056821827","display_name":"Marcio R. da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcio R. da Silva","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007277027","display_name":"Rodrigo Marques de Figueiredo","orcid":"https://orcid.org/0000-0003-3496-5575"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo M. de Figueiredo","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059767857","display_name":"Regina C\u00e9lia Espinosa Modolo","orcid":"https://orcid.org/0000-0001-7088-2502"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Regina C. E. Modolo","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081639170","display_name":"Adenauer Yamin","orcid":"https://orcid.org/0000-0002-7333-244X"},"institutions":[{"id":"https://openalex.org/I110676245","display_name":"Universidade Cat\u00f3lica de Pelotas","ror":"https://ror.org/0376myh60","country_code":"BR","type":"education","lineage":["https://openalex.org/I110676245"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adenauer C. Yamin","raw_affiliation_strings":["Universidade Cat\u00f3lica de Pelotas, Pelotas, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Cat\u00f3lica de Pelotas, Pelotas, RS, Brasil","institution_ids":["https://openalex.org/I110676245"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8696,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82927458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"497","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.980400025844574,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7296761274337769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026936411857605},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6652302742004395},{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.6211996078491211},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5811742544174194},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.5462061166763306},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.48324713110923767},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.43869948387145996},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"Agricultural productivity","score":0.41198065876960754},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35956835746765137},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33477717638015747},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1492995321750641},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1202559769153595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10970708727836609},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10145601630210876},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0759381651878357}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7296761274337769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026936411857605},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6652302742004395},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.6211996078491211},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5811742544174194},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.5462061166763306},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.48324713110923767},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.43869948387145996},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.41198065876960754},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35956835746765137},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33477717638015747},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1492995321750641},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1202559769153595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10970708727836609},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10145601630210876},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0759381651878357},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3323503.3360641","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323503.3360641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Brazillian Symposium on Multimedia and the Web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7799999713897705,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W790743562","https://openalex.org/W1513994365","https://openalex.org/W2116015365","https://openalex.org/W2163419627","https://openalex.org/W2235114505","https://openalex.org/W2776572436","https://openalex.org/W2785664010","https://openalex.org/W2795374022","https://openalex.org/W2891968254","https://openalex.org/W2896625020","https://openalex.org/W2897688758","https://openalex.org/W2899841749","https://openalex.org/W2900296911","https://openalex.org/W2901740846","https://openalex.org/W2902875793"],"related_works":["https://openalex.org/W234340964","https://openalex.org/W4309832218","https://openalex.org/W2166797008","https://openalex.org/W3149305972","https://openalex.org/W4206419925","https://openalex.org/W2901944323","https://openalex.org/W1596354123","https://openalex.org/W4379177019","https://openalex.org/W4242556379","https://openalex.org/W3018564381"],"abstract_inverted_index":{"The":[0,160],"application":[1],"of":[2,15,30,40,64,69,78,157,166,171,174,182,185],"ubiquitous":[3],"computing":[4],"has":[5],"increased":[6],"in":[7,33,129,132,163],"recent":[8],"years,":[9],"especially":[10],"due":[11],"to":[12,50,71,80,89,108],"the":[13,31,38,45,51,55,67,73,76,104,115,118,121,130,133,164],"development":[14],"technologies":[16],"such":[17,112],"as":[18,113],"mobile":[19],"computing,":[20],"accurate":[21],"sensors":[22,70],"and":[23,87],"specific":[24],"protocols":[25],"for":[26,53,97,127,176],"an":[27],"IoT.":[28],"One":[29],"trends":[32],"this":[34],"research":[35],"area":[36],"is":[37],"use":[39,68,77],"context":[41,46],"awareness.":[42],"In":[43],"agriculture,":[44],"can":[47],"be":[48],"related":[49],"environment,":[52],"example,":[54],"conditions":[56],"found":[57],"inside":[58],"a":[59,62,94,169],"greenhouse.":[60],"Recently":[61],"series":[63],"studies":[65],"proposed":[66],"monitor":[72],"production":[74],"or":[75],"cameras":[79],"obtain":[81],"crop":[82,122],"information,":[83],"providing":[84],"data,":[85],"reminders":[86],"alerts":[88],"farmers.":[90],"This":[91],"paper":[92],"proposes":[93],"computational":[95],"model":[96],"Indoor":[98],"Agriculture":[99],"called":[100],"IndoorPlant":[101,137],"that":[102,120,146],"uses":[103],"contexts":[105],"history":[106],"analysis":[107],"provide":[109],"intelligent":[110],"services":[111],"predict":[114],"productivity,":[116],"indicate":[117],"problems":[119],"may":[123],"suffer,":[124],"give":[125],"suggestions":[126],"improvements":[128],"parameters":[131],"greenhouse,":[134],"among":[135],"others.":[136],"was":[138,147],"tested":[139],"on":[140],"cucumber":[141],"prediction":[142,165],"using":[143],"simulated":[144],"data":[145],"approved":[148],"by":[149],"three":[150],"farmers":[151],"with":[152,168],"more":[153],"than":[154],"10":[155],"years":[156],"experience":[158],"each.":[159],"results":[161],"obtained":[162],"cucumber,":[167],"coefficient":[170],"determination":[172],"(R2)":[173],"0.9912":[175],"root":[177],"mean":[178],"square":[179],"error":[180],"(RMSE)":[181],"8,06":[183],"units":[184],"cucumber.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
