{"id":"https://openalex.org/W4392827060","doi":"https://doi.org/10.1109/apcc60132.2023.10460679","title":"Design and Implementation of IoT-enabled Intelligent Irrigation System Using Machine Learning","display_name":"Design and Implementation of IoT-enabled Intelligent Irrigation System Using Machine Learning","publication_year":2023,"publication_date":"2023-11-19","ids":{"openalex":"https://openalex.org/W4392827060","doi":"https://doi.org/10.1109/apcc60132.2023.10460679"},"language":"en","primary_location":{"id":"doi:10.1109/apcc60132.2023.10460679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc60132.2023.10460679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th Asia Pacific Conference on Communications (APCC)","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/A5034166827","display_name":"Mohammed Balfaqih","orcid":"https://orcid.org/0000-0002-6498-2408"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"Jeddah University","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mohammed Balfaqih","raw_affiliation_strings":["University of Jeddah,Department of Computer and Network Engineering,Jeddah,Saudi Arabia","Department of Computer and Network Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"University of Jeddah,Department of Computer and Network Engineering,Jeddah,Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"Department of Computer and Network Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034166827"],"corresponding_institution_ids":["https://openalex.org/I4210099699"],"apc_list":null,"apc_paid":null,"fwci":0.1246,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48150317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"436","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.37950000166893005,"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"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.37950000166893005,"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/internet-of-things","display_name":"Internet of Things","score":0.8088599443435669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7439137697219849},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.5534569621086121},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4302527904510498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3665299713611603},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3411210775375366}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8088599443435669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439137697219849},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.5534569621086121},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4302527904510498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3665299713611603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3411210775375366},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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:10.1109/apcc60132.2023.10460679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc60132.2023.10460679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th Asia Pacific Conference on Communications (APCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1591627368","https://openalex.org/W1975940050","https://openalex.org/W2011325105","https://openalex.org/W2023594955","https://openalex.org/W2095478872","https://openalex.org/W2165313028","https://openalex.org/W2207921447","https://openalex.org/W2604504584","https://openalex.org/W2613781739","https://openalex.org/W2762505935","https://openalex.org/W2896625020","https://openalex.org/W2905458477","https://openalex.org/W2908648104","https://openalex.org/W2913080329","https://openalex.org/W3004924953","https://openalex.org/W3006207114","https://openalex.org/W3010977907","https://openalex.org/W3019302891","https://openalex.org/W3081356264","https://openalex.org/W3116326456","https://openalex.org/W3139727712","https://openalex.org/W3171809304","https://openalex.org/W3190509278","https://openalex.org/W6799682567"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"Water":[0],"scarcity":[1],"poses":[2],"a":[3,28,41,59,70,92,105,120],"significant":[4],"challenge":[5],"to":[6,79,118],"sustainable":[7],"cultivation,":[8],"driven":[9],"by":[10,31],"geographical":[11],"and":[12,34,55],"environmental":[13],"factors.":[14],"Traditional":[15],"irrigation":[16,43,97],"systems":[17],"fall":[18],"short":[19],"in":[20,69],"effectively":[21],"addressing":[22],"water":[23,36,98],"shortage.":[24],"Precision":[25],"agriculture":[26],"offers":[27],"promising":[29],"solution":[30],"optimizing":[32],"production":[33],"minimizing":[35],"usage.":[37],"This":[38],"study":[39],"introduces":[40],"smart":[42],"system":[44],"that":[45],"incorporates":[46],"essential":[47],"parameters":[48],"such":[49],"as":[50],"soil":[51],"moisture,":[52],"humidity,":[53],"temperature,":[54],"wind":[56],"speed.":[57],"Additionally,":[58],"decision-making":[60],"method":[61],"based":[62],"on":[63],"collected":[64],"sensor":[65],"data":[66],"is":[67],"implemented":[68],"microcontroller.":[71],"Four":[72],"classification":[73],"algorithms":[74],"are":[75],"assessed":[76],"using":[77,119],"RStudio":[78],"determine":[80],"the":[81,86],"most":[82],"accurate":[83],"algorithm":[84],"for":[85,123],"specific":[87],"scenario.":[88],"Experimental":[89],"testing":[90,124],"over":[91],"ten-day":[93],"period":[94],"reveals":[95],"an":[96],"consumption":[99],"of":[100,110],"approximately":[101],"1":[102,112],"liter,":[103],"with":[104],"relatively":[106],"low":[107],"detection":[108],"speed":[109],"around":[111],"second,":[113],"which":[114],"can":[115],"be":[116],"attributed":[117],"small":[121],"pot":[122],"purposes.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
