{"id":"https://openalex.org/W4388937468","doi":"https://doi.org/10.1109/icccnt56998.2023.10307774","title":"Symbolic Deterministic Finite Automata-based Automated Fertilizer Prescription","display_name":"Symbolic Deterministic Finite Automata-based Automated Fertilizer Prescription","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937468","doi":"https://doi.org/10.1109/icccnt56998.2023.10307774"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307774","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5010825498","display_name":"M. Sujatha","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sujatha M","raw_affiliation_strings":["National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088060159","display_name":"Jaidhar C.D.","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaidhar C.D.","raw_affiliation_strings":["National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Karnataka,Department of Information Technology,Surathkal,India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":0.361,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78075745,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.972100019454956,"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":0.972100019454956,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/soil-fertility","display_name":"Soil fertility","score":0.6282033920288086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6056154370307922},{"id":"https://openalex.org/keywords/fertility","display_name":"Fertility","score":0.515103280544281},{"id":"https://openalex.org/keywords/soil-test","display_name":"Soil test","score":0.4742944538593292},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"Sustainable agriculture","score":0.4372977614402771},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3869308531284332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3805901110172272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3665078282356262},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3542216420173645},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.2524877190589905},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.22427204251289368},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.20624694228172302},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.16667434573173523}],"concepts":[{"id":"https://openalex.org/C38774213","wikidata":"https://www.wikidata.org/wiki/Q202080","display_name":"Soil fertility","level":3,"score":0.6282033920288086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056154370307922},{"id":"https://openalex.org/C518429986","wikidata":"https://www.wikidata.org/wiki/Q964401","display_name":"Fertility","level":3,"score":0.515103280544281},{"id":"https://openalex.org/C50516716","wikidata":"https://www.wikidata.org/wiki/Q877107","display_name":"Soil test","level":3,"score":0.4742944538593292},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.4372977614402771},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3869308531284332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3805901110172272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3665078282356262},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3542216420173645},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2524877190589905},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.22427204251289368},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.20624694228172302},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.16667434573173523},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307774","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2017796755","https://openalex.org/W2113283819","https://openalex.org/W2589996472","https://openalex.org/W2620871096","https://openalex.org/W2844643845","https://openalex.org/W2888753230","https://openalex.org/W2893324711","https://openalex.org/W2916112914","https://openalex.org/W2945015108","https://openalex.org/W2953707985","https://openalex.org/W2966681365","https://openalex.org/W3004538792","https://openalex.org/W3005414182","https://openalex.org/W3041837138","https://openalex.org/W3083177412","https://openalex.org/W3111077008","https://openalex.org/W3131627735","https://openalex.org/W3133413229","https://openalex.org/W3183288909","https://openalex.org/W3190069197","https://openalex.org/W3206401366","https://openalex.org/W4242942449"],"related_works":["https://openalex.org/W340912663","https://openalex.org/W2085227027","https://openalex.org/W4366762598","https://openalex.org/W2361190039","https://openalex.org/W4297888843","https://openalex.org/W3171993772","https://openalex.org/W2381090700","https://openalex.org/W2378389593","https://openalex.org/W3184853700","https://openalex.org/W2496473890"],"abstract_inverted_index":{"Sustainable":[0],"agriculture":[1],"requires":[2],"the":[3,30,61,97,113],"use":[4],"of":[5,9,32,63,132],"an":[6,16],"adequate":[7],"amount":[8],"fertilizers.":[10,140],"In":[11],"this":[12,36],"research":[13,37],"work,":[14],"initially,":[15],"attempt":[17],"was":[18,81,110],"made":[19],"to":[20,138],"classify":[21],"soil":[22,45,52,65,102,123,133],"fertility":[23,46,53,134],"using":[24,60,83,107,116],"machine":[25,33],"learning-based":[26,34],"classifiers.":[27],"To":[28],"overcome":[29],"drawbacks":[31],"classifiers,":[35],"uses":[38],"Symbolic":[39],"Deterministic":[40],"Finite":[41],"Automata":[42],"(SDFA)":[43],"for":[44],"classification.":[47],"The":[48,78,92,104,130],"proposed":[49,79,98],"method":[50],"classifies":[51,101],"as":[54],"LOW,":[55],"MEDIUM":[56],"(MED),":[57],"or":[58],"HIGH":[59],"levels":[62],"four":[64,120],"parameters,":[66],"including":[67],"pH,":[68],"Electrical":[69],"Conductivity":[70],"(EC),":[71],"Organic":[72],"Carbon":[73],"(OC),":[74],"and":[75,88,121,127],"Nitrogen":[76],"(N).":[77],"approach":[80,99],"assessed":[82],"Sentinel-2":[84,108],"remotely":[85],"sensed":[86],"data":[87,109,118],"laboratory-measured":[89,117],"soil-health":[90],"data.":[91],"experiments\u2019":[93],"outcomes":[94],"show":[95],"that":[96],"effectively":[100],"fertility.":[103],"accuracy":[105,114],"achieved":[106],"100%,":[111],"while":[112],"gained":[115],"with":[119],"twelve":[122],"parameters":[124],"were":[125,136],"100%":[126],"98.37%,":[128],"respectively.":[129],"results":[131],"classification":[135],"used":[137],"recommend":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
