{"id":"https://openalex.org/W4293247255","doi":"https://doi.org/10.23919/ist-africa56635.2022.9845590","title":"Water Quality Monitoring Using IoT & Machine Learning","display_name":"Water Quality Monitoring Using IoT & Machine Learning","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4293247255","doi":"https://doi.org/10.23919/ist-africa56635.2022.9845590"},"language":"en","primary_location":{"id":"doi:10.23919/ist-africa56635.2022.9845590","doi":"https://doi.org/10.23919/ist-africa56635.2022.9845590","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ist-africa56635.2022.9845590","pdf_url":null,"source":{"id":"https://openalex.org/S4306497774","display_name":"IST-Africa Conference (IST-Africa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IST-Africa Conference (IST-Africa)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5059392091","display_name":"Andrew Omambia","orcid":"https://orcid.org/0000-0002-2695-3892","observed_orcids":["https://orcid.org/0000-0002-2695-3892"]},"institutions":[{"id":"https://openalex.org/I89008938","display_name":"University of Eastern Africa, Baraton","ror":"https://ror.org/00e2rng16","country_code":"KE","type":"education","lineage":["https://openalex.org/I89008938"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Andrew Omambia","raw_affiliation_strings":["University of East Africa-Baraton, P.O Box 2500,Eldoret,Kenya,30100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of East Africa-Baraton, P.O Box 2500,Eldoret,Kenya,30100","institution_ids":["https://openalex.org/I89008938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003453303","display_name":"Benard Magara Maake","orcid":"https://orcid.org/0000-0002-5148-8662","observed_orcids":["https://orcid.org/0000-0002-5148-8662"]},"institutions":[{"id":"https://openalex.org/I4210151796","display_name":"Kisii University","ror":"https://ror.org/053stv828","country_code":"KE","type":"education","lineage":["https://openalex.org/I4210151796"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Benard Maake","raw_affiliation_strings":["Kisii University, P.O Box 408,Kisii,Kenya,40200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kisii University, P.O Box 408,Kisii,Kenya,40200","institution_ids":["https://openalex.org/I4210151796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063908299","display_name":"Anthony Wambua","orcid":"https://orcid.org/0000-0001-5110-9071","observed_orcids":["https://orcid.org/0000-0001-5110-9071"]},"institutions":[{"id":"https://openalex.org/I44288286","display_name":"Daystar University","ror":"https://ror.org/01qmtv077","country_code":"KE","type":"education","lineage":["https://openalex.org/I44288286"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Anthony Wambua","raw_affiliation_strings":["Daystar University, P.O Box 44400,Nairobi,Kenya,00100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daystar University, P.O Box 44400,Nairobi,Kenya,00100","institution_ids":["https://openalex.org/I44288286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.4123,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.99270624,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9854000210762024,"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":0.9854000210762024,"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"}},{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.0034000000450760126,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Waste Management and Disposal"},"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/water-quality-monitoring","display_name":"water quality monitoring","score":0.9990000128746033},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9300000071525574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8270000219345093},{"id":"https://openalex.org/keywords/water-leak-detection","display_name":"water leakage detection","score":0.75},{"id":"https://openalex.org/keywords/water-pollution","display_name":"water pollution","score":0.8199999928474426},{"id":"https://openalex.org/keywords/water-supply-systems","display_name":"water supply systems","score":0.3610000014305115},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.5720000267028809}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7447295784950256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571676731109619},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6032490730285645},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.5919468998908997},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.43867599964141846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3437501788139343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33076268434524536},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24157097935676575},{"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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ist-africa56635.2022.9845590","doi":"https://doi.org/10.23919/ist-africa56635.2022.9845590","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ist-africa56635.2022.9845590","pdf_url":null,"source":{"id":"https://openalex.org/S4306497774","display_name":"IST-Africa Conference (IST-Africa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IST-Africa Conference (IST-Africa)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":1.0},{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5925999879837036},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4414083100","https://openalex.org/W4211136738","https://openalex.org/W2989158250","https://openalex.org/W7160603291","https://openalex.org/W4396670227","https://openalex.org/W3201654850","https://openalex.org/W4402079478","https://openalex.org/W3212157759","https://openalex.org/W4402703278","https://openalex.org/W4408593318"],"abstract_inverted_index":{"Safe":[0],"water":[1,59],"access":[2],"is":[3,11],"fundamental":[4,15],"form":[5],"of":[6],"human":[7,16],"survival":[8],"and":[9,26,33,37,61,63],"it":[10],"presented":[12],"as":[13],"a":[14,41,55],"right.":[17],"As":[18],"consumers":[19],"use":[20],"water,":[21],"primarily":[22],"sourced":[23],"from":[24],"pipes":[25],"springs":[27],"located":[28],"around":[29],"towns,":[30],"contamination,":[31],"leakages,":[32],"pilferage":[34,62],"happen.":[35],"IoT":[36],"Machine":[38],"Learning":[39],"offer":[40],"promising":[42],"solution":[43],"to":[44],"address":[45],"these":[46,50],"challenges.":[47],"Premised":[48],"on":[49],"technologies,":[51],"the":[52],"authors":[53],"propose":[54],"system":[56],"that":[57,65],"monitors":[58],"quality":[60],"wastage":[64],"uses":[66],"machine":[67],"learning":[68],"algorithms":[69],"for":[70],"decision":[71],"making.":[72]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-08-27T00:00:00"}
