{"id":"https://openalex.org/W4387735132","doi":"https://doi.org/10.1109/ic3ina60834.2023.10285783","title":"Utilizing Knowledge Bases in Filtering IoT Data to Predict Algal Blooms","display_name":"Utilizing Knowledge Bases in Filtering IoT Data to Predict Algal Blooms","publication_year":2023,"publication_date":"2023-10-04","ids":{"openalex":"https://openalex.org/W4387735132","doi":"https://doi.org/10.1109/ic3ina60834.2023.10285783"},"language":"en","primary_location":{"id":"doi:10.1109/ic3ina60834.2023.10285783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina60834.2023.10285783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","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/A5025579710","display_name":"Lindung Parningotan Manik","orcid":"https://orcid.org/0000-0001-8637-2881"},"institutions":[{"id":"https://openalex.org/I4210127002","display_name":"Universitas Katolik Widya Mandira","ror":"https://ror.org/03r6aza38","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127002"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Lindung Parningotan Manik","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Data and Information Sciences,Bandung,Indonesia","Faculty of Information Technology, University of Nusa Mandiri, Jakarta, Indonesia","Research Center for Data and Information Sciences, National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Data and Information Sciences,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Nusa Mandiri, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4210127002"]},{"raw_affiliation_string":"Research Center for Data and Information Sciences, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028466031","display_name":"Reny Puspasari","orcid":"https://orcid.org/0000-0001-5989-8837"},"institutions":[{"id":"https://openalex.org/I2801261953","display_name":"Fisheries Agency","ror":"https://ror.org/045qzah91","country_code":"TW","type":"government","lineage":["https://openalex.org/I26359584","https://openalex.org/I2801261953"]},{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Reny Puspasari","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","institution_ids":["https://openalex.org/I2801261953"]},{"raw_affiliation_string":"Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia","institution_ids":["https://openalex.org/I4210086941","https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071476052","display_name":"Slamet Riyanto","orcid":"https://orcid.org/0000-0001-6367-5150"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Slamet Riyanto","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Data and Information Sciences,Bandung,Indonesia","Research Center for Data and Information Sciences, National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Data and Information Sciences,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Data and Information Sciences, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008705694","display_name":"Hatim Albasri","orcid":"https://orcid.org/0000-0003-1512-5001"},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]},{"id":"https://openalex.org/I2801261953","display_name":"Fisheries Agency","ror":"https://ror.org/045qzah91","country_code":"TW","type":"government","lineage":["https://openalex.org/I26359584","https://openalex.org/I2801261953"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Hatim Albasri","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","institution_ids":["https://openalex.org/I2801261953"]},{"raw_affiliation_string":"Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia","institution_ids":["https://openalex.org/I4210086941","https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007700353","display_name":"Setiya Triharyuni","orcid":"https://orcid.org/0000-0002-6413-0600"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]},{"id":"https://openalex.org/I2801261953","display_name":"Fisheries Agency","ror":"https://ror.org/045qzah91","country_code":"TW","type":"government","lineage":["https://openalex.org/I26359584","https://openalex.org/I2801261953"]},{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Setiya Triharyuni","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Fisheries,Cibinong,Indonesia","institution_ids":["https://openalex.org/I2801261953"]},{"raw_affiliation_string":"Research Center for Fisheries, National Research and Innovation Agency, Cibinong, Indonesia","institution_ids":["https://openalex.org/I4210086941","https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041515139","display_name":"Aris Yaman","orcid":"https://orcid.org/0000-0002-0305-9054"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aris Yaman","raw_affiliation_strings":["National Research and Innovation Agency,Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","Research Center for Artificial Intelligence and Cyber Security, National Research and Innovation Agency, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency,Research Center for Artificial Intelligence and Cyber Security,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]},{"raw_affiliation_string":"Research Center for Artificial Intelligence and Cyber Security, National Research and Innovation Agency, Bandung, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013496956","display_name":"Sandi Wibowo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086941","display_name":"Ministry of Marine Affairs and Fisheries","ror":"https://ror.org/000fdg564","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210086941"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sandi Wibowo","raw_affiliation_strings":["Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia,Jakarta,Indonesia","Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia,Jakarta,Indonesia","institution_ids":["https://openalex.org/I4210086941"]},{"raw_affiliation_string":"Center for Fisheries Research, Ministry of Marine Affairs and Fisheries of the Republic of Indonesia, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4210086941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5025579710"],"corresponding_institution_ids":["https://openalex.org/I4210127002","https://openalex.org/I4387154144"],"apc_list":null,"apc_paid":null,"fwci":0.18,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54521663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9503999948501587,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9415000081062317,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/algal-bloom","display_name":"Algal bloom","score":0.7906391024589539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6898345351219177},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.50975102186203},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3409753441810608},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.33389782905578613},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20450228452682495},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14107048511505127},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.11942917108535767},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06699243187904358}],"concepts":[{"id":"https://openalex.org/C120305227","wikidata":"https://www.wikidata.org/wiki/Q326139","display_name":"Algal bloom","level":4,"score":0.7906391024589539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6898345351219177},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.50975102186203},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3409753441810608},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.33389782905578613},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20450228452682495},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14107048511505127},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.11942917108535767},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06699243187904358},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"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/ic3ina60834.2023.10285783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina60834.2023.10285783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W104508056","https://openalex.org/W1518731581","https://openalex.org/W1920754204","https://openalex.org/W2122904721","https://openalex.org/W2168120333","https://openalex.org/W2524620548","https://openalex.org/W2795243290","https://openalex.org/W2886427491","https://openalex.org/W2921197185","https://openalex.org/W2972204327","https://openalex.org/W3013886221","https://openalex.org/W3183842081","https://openalex.org/W3194894164","https://openalex.org/W3197620075","https://openalex.org/W3209272485","https://openalex.org/W4200352842","https://openalex.org/W4206622111","https://openalex.org/W4290860603","https://openalex.org/W4322741416","https://openalex.org/W6631133915","https://openalex.org/W6640154945","https://openalex.org/W6749943693","https://openalex.org/W6767822329"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W2358668433","https://openalex.org/W4200598720"],"abstract_inverted_index":{"The":[0,81,98],"proliferation":[1],"of":[2,13,36,70,103,135],"algal":[3,61,120],"blooms":[4],"in":[5,30,107,132],"aquatic":[6],"habitats":[7],"has":[8],"emerged":[9],"as":[10],"a":[11,48,114,136],"matter":[12],"worldwide":[14],"significance,":[15],"owing":[16],"to":[17,41,59,66,117],"their":[18],"consequential":[19],"ecological":[20,129],"and":[21,78,85,94],"economic":[22],"ramifications.":[23],"Conventional":[24],"forecast":[25],"techniques":[26],"frequently":[27],"encounter":[28],"difficulties":[29],"comprehensively":[31],"capturing":[32],"the":[33,55,68,104,118,133],"intricate":[34],"interaction":[35],"environmental":[37,92],"variables":[38],"that":[39],"contribute":[40],"bloom":[42,121],"occurrences.":[43],"This":[44,63,111],"research":[45,112],"study":[46],"presents":[47],"novel":[49],"methodology":[50,82],"incorporating":[51],"knowledge":[52],"bases":[53],"into":[54],"data":[56],"preprocessing":[57],"stage":[58],"predict":[60],"blooms.":[62],"approach":[64],"aims":[65],"improve":[67],"accuracy":[69],"predictions":[71],"by":[72,124],"integrating":[73,125],"expert":[74],"knowledge,":[75],"historical":[76],"data,":[77,93],"real-time":[79],"observations.":[80],"encompasses":[83],"obtaining":[84],"organizing":[86],"domain-specific":[87],"information,":[88],"merging":[89],"it":[90],"with":[91,128],"constructing":[95],"prediction":[96],"models.":[97],"experimental":[99],"findings":[100],"provide":[101],"evidence":[102],"strategy\u2019s":[105],"efficacy":[106],"enhancing":[108],"predicting":[109],"accuracy.":[110],"makes":[113],"valuable":[115],"contribution":[116],"proactive":[119],"control":[122],"field":[123],"data-driven":[126],"methodologies":[127],"experience,":[130],"resulting":[131],"development":[134],"comprehensive":[137],"framework.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}