{"id":"https://openalex.org/W4385679597","doi":"https://doi.org/10.1145/3588001.3609358","title":"A simulated study exploring and testing Fuzzy Logic AI and IoT-enabled hydroponic dosing systems aimed at rural subsistence farmers in South Africa","display_name":"A simulated study exploring and testing Fuzzy Logic AI and IoT-enabled hydroponic dosing systems aimed at rural subsistence farmers in South Africa","publication_year":2023,"publication_date":"2023-08-08","ids":{"openalex":"https://openalex.org/W4385679597","doi":"https://doi.org/10.1145/3588001.3609358"},"language":"en","primary_location":{"id":"doi:10.1145/3588001.3609358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588001.3609358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies","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/A5059025347","display_name":"D.R. Joyner","orcid":"https://orcid.org/0009-0009-0279-6210"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Damion Joyner","raw_affiliation_strings":["Independent Institution of Education - Varisty College, South Africa"],"raw_orcid":"https://orcid.org/0009-0009-0279-6210","affiliations":[{"raw_affiliation_string":"Independent Institution of Education - Varisty College, South Africa","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091711849","display_name":"Sarina Till","orcid":"https://orcid.org/0000-0003-3281-1484"},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]},{"id":"https://openalex.org/I4210141751","display_name":"The Independent Institute of Education","ror":"https://ror.org/038cnrz59","country_code":"ZA","type":"education","lineage":["https://openalex.org/I4210141751"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Sarina Till","raw_affiliation_strings":["Independent Institute of Education, University of Cape Town, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-3281-1484","affiliations":[{"raw_affiliation_string":"Independent Institute of Education, University of Cape Town, South Africa","institution_ids":["https://openalex.org/I4210141751","https://openalex.org/I157614274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9048,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85601806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"12","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13391","display_name":"Innovations in Aquaponics and Hydroponics Systems","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic 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/T13391","display_name":"Innovations in Aquaponics and Hydroponics Systems","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic 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/T10616","display_name":"Smart Agriculture and AI","score":0.9628999829292297,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.951200008392334,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/subsistence-agriculture","display_name":"Subsistence agriculture","score":0.6481719017028809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5831400752067566},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5655375123023987},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5552216172218323},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4421996474266052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3849324882030487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3564956784248352},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.2405683994293213},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1064472496509552},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09945651888847351}],"concepts":[{"id":"https://openalex.org/C156005406","wikidata":"https://www.wikidata.org/wiki/Q2787508","display_name":"Subsistence agriculture","level":3,"score":0.6481719017028809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831400752067566},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5655375123023987},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5552216172218323},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4421996474266052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3849324882030487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3564956784248352},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2405683994293213},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1064472496509552},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09945651888847351},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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:10.1145/3588001.3609358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588001.3609358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.75,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2037563577","https://openalex.org/W2069637566","https://openalex.org/W2070253860","https://openalex.org/W2091254911","https://openalex.org/W2170323119","https://openalex.org/W2615047210","https://openalex.org/W2736168099","https://openalex.org/W2767475246","https://openalex.org/W2776572436","https://openalex.org/W2787398676","https://openalex.org/W2808632897","https://openalex.org/W2889193967","https://openalex.org/W2910904707","https://openalex.org/W2912158610","https://openalex.org/W2945704065","https://openalex.org/W2950778810","https://openalex.org/W2999416747","https://openalex.org/W3114279202","https://openalex.org/W3120644328","https://openalex.org/W3139103472","https://openalex.org/W3166596900","https://openalex.org/W3196365168","https://openalex.org/W3202479104","https://openalex.org/W4206765048","https://openalex.org/W4214860529","https://openalex.org/W4306377249","https://openalex.org/W4311216322","https://openalex.org/W4313003414","https://openalex.org/W4318014813"],"related_works":["https://openalex.org/W4315487160","https://openalex.org/W2383099916","https://openalex.org/W2023440367","https://openalex.org/W1562862431","https://openalex.org/W3121753747","https://openalex.org/W1988069684","https://openalex.org/W1497076710","https://openalex.org/W3141572932","https://openalex.org/W2362664080","https://openalex.org/W2381039475"],"abstract_inverted_index":{"This":[0,118],"paper":[1],"analyses":[2],"the":[3,51,58,67,90,111,115,127,138,145,151,157,166,178,203,217],"suitability":[4,158],"of":[5,66,114,131,159,180,219],"a":[6,31,71,100,107],"Fuzzy":[7],"Logic":[8],"(FL)":[9],"AI-trained":[10],"machine":[11],"learning":[12],"model":[13,34],"to":[14,37,87,97,99,122,142,190,209],"assist":[15],"IoT-based":[16],"smart":[17],"hydroponics":[18,59,116,185],"for":[19,161,192],"deployment":[20],"with":[21],"South":[22,204],"African":[23,205],"rural":[24,162],"subsistence":[25,163],"farmers.":[26],"To":[27],"answer":[28],"these":[29],"questions,":[30],"fuzzy":[32],"logic":[33],"was":[35,120,140],"developed":[36],"accurately":[38,93,143],"determine":[39,94,144],"and":[40,54,80,129,174,177,183,187,206,223],"adjust":[41],"outputs,":[42],"based":[43,74,102],"on":[44,75,84,156],"inputs":[45],"received":[46],"from":[47],"IoT":[48,103,230],"sensors":[49],"monitoring":[50,182],"nutrient":[52],"solution":[53],"environment":[55,112],"conditions":[56],"in":[57,202],"system.":[60,117],"We":[61,135,153,195],"conducted":[62,82],"an":[63,76],"initial":[64],"evaluation":[65],"FL-AI,":[68],"followed":[69,121],"by":[70,106,150],"real-world":[72],"test":[73],"existing":[77],"data":[78,86],"set":[79],"finally":[81],"testing":[83],"simulated":[85],"ensure":[88,123],"that":[89,124,137],"AI":[91,167],"can":[92],"crisp":[95,147],"values":[96,148],"pass":[98],"cloud":[101],"platform":[104],"accessed":[105],"micro-controller":[108],"which":[109],"adjusts":[110],"variables":[113],"approach":[119],"we":[125],"respect":[126],"time":[128],"availability":[130],"our":[132],"research":[133],"participants.":[134],"found":[136],"system":[139],"able":[141],"necessary":[146],"needed":[149],"microcontroller.":[152],"further":[154,196],"report":[155],"FL-AI":[160],"farmers":[164],"as":[165,216],"is":[168,188],"less":[169],"complex,":[170],"reduces":[171],"energy":[172],"consumption,":[173],"resource":[175],"waste,":[176],"burden":[179],"manually":[181],"adjusting":[184],"systems,":[186],"easy":[189],"use":[191],"first-time":[193],"growers.":[194],"discuss":[197],"crucial":[198],"lessons":[199],"learned":[200],"particularly":[201],"other":[207],"Low":[208],"Middle":[210],"Income":[211],"Countries":[212],"(LMIC)":[213],"context,":[214],"such":[215],"necessity":[218],"solar":[220],"power-enabled":[221],"systems":[222],"local":[224],"wifi":[225],"networks":[226],"rather":[227],"than":[228],"cloud-based":[229],"platforms.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
