{"id":"https://openalex.org/W4360585086","doi":"https://doi.org/10.1109/ic3i56241.2022.10072846","title":"Crop Fertilizer Prediction using Regression analysis and Machine Learning algorithms","display_name":"Crop Fertilizer Prediction using Regression analysis and Machine Learning algorithms","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585086","doi":"https://doi.org/10.1109/ic3i56241.2022.10072846"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10072846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i56241.2022.10072846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5089176666","display_name":"K Monika","orcid":"https://orcid.org/0009-0008-9336-2364"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K Monika","raw_affiliation_strings":["Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","institution_ids":[]},{"raw_affiliation_string":"Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083121817","display_name":"Balakrishnan Ramprakash","orcid":"https://orcid.org/0000-0001-7294-5562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balakrishnan Ramprakash","raw_affiliation_strings":["Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","institution_ids":[]},{"raw_affiliation_string":"Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029903652","display_name":"Sankayya Muthuramalingam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sankayya Muthuramalingam","raw_affiliation_strings":["Thiagarajar College Of Engineering,Department of Information Technology,Madurai,India","Department of Information Technology, Thiagarajar College Of Engineering, Madurai, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College Of Engineering,Department of Information Technology,Madurai,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College Of Engineering, Madurai, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005857707","display_name":"K Mirdula","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K Mirdula","raw_affiliation_strings":["Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India"],"affiliations":[{"raw_affiliation_string":"Thiagarajar College of Engineering,Department of Applied Mathematics and Computational Science,Madurai,India","institution_ids":[]},{"raw_affiliation_string":"Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089176666"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.963,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94703653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1261","last_page":"1266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13508","display_name":"Agricultural Economics and Practices","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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/T13508","display_name":"Agricultural Economics and Practices","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"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":0.9531999826431274,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fertilizer","display_name":"Fertilizer","score":0.6756262183189392},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.57799232006073},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5751171112060547},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5568467378616333},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.49726608395576477},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.4642902612686157},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.45190727710723877},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4487159550189972},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.41497594118118286},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4134822487831116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4069312512874603},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3890509009361267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3592328727245331},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33943235874176025},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.20309379696846008},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15848329663276672},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.153061181306839},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10445818305015564},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09470373392105103}],"concepts":[{"id":"https://openalex.org/C2780560099","wikidata":"https://www.wikidata.org/wiki/Q83323","display_name":"Fertilizer","level":2,"score":0.6756262183189392},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.57799232006073},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5751171112060547},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5568467378616333},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.49726608395576477},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.4642902612686157},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.45190727710723877},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4487159550189972},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.41497594118118286},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4134822487831116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4069312512874603},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3890509009361267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3592328727245331},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33943235874176025},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.20309379696846008},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15848329663276672},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.153061181306839},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10445818305015564},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09470373392105103},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10072846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i56241.2022.10072846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2314085341","https://openalex.org/W2592321906","https://openalex.org/W2940449755","https://openalex.org/W2987077916","https://openalex.org/W2989377384","https://openalex.org/W3025879963","https://openalex.org/W3030593655","https://openalex.org/W3037912933","https://openalex.org/W3042266674","https://openalex.org/W3048973415","https://openalex.org/W3126445526","https://openalex.org/W3130072350","https://openalex.org/W3137156684","https://openalex.org/W3155301591","https://openalex.org/W3207348509","https://openalex.org/W3208296564","https://openalex.org/W4205150102","https://openalex.org/W4285299687"],"related_works":["https://openalex.org/W4256576576","https://openalex.org/W1515021623","https://openalex.org/W3155171010","https://openalex.org/W2119862467","https://openalex.org/W1615597061","https://openalex.org/W2548314626","https://openalex.org/W31220157","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W2101914902"],"abstract_inverted_index":{"India":[0],"is":[1,10,20,73,204],"one":[2],"among":[3],"the":[4,21,26,39,42,46,56,69,81,87,90,126,133,147,150,157,170,174,194,201,205,212,218,225,236,240,247,253,263,266,271,277,283,290],"well-known":[5],"countries":[6],"whose":[7],"socio-economic":[8],"status":[9],"dates":[11],"by":[12,92,173,224],"agriculture.":[13],"The":[14,31,232,268],"rise":[15],"of":[16,28,41,48,58,89,124,129,184,215,230,252,270,274],"sedentary":[17],"human":[18],"civilization":[19],"key":[22],"role":[23],"achieved":[24],"in":[25,33,75,111,115,193,260,289],"development":[27],"agricultural":[29],"practice.":[30],"problems":[32,82],"agriculture":[34,76],"revolves":[35],"not":[36],"only":[37],"about":[38],"productivity":[40,67],"crop":[43,181],"but":[44],"also":[45,54,279],"amount":[47,57],"fertilizer,":[49],"herbicide,":[50],"insecticide":[51],"used":[52,74,110],"and":[53,141,152,220,249],"include":[55],"water":[59],"that":[60,107,155,190,200,286],"are":[61,102,108,191,287],"required":[62],"to":[63,68,77,80,98,238,246,255,276,281],"get":[64],"a":[65,121,162],"good":[66],"farmers.":[70,267],"Machine":[71],"Learning":[72],"find":[78,239],"solutions":[79],"with":[83,227,244],"high":[84],"accuracy":[85,229],"for":[86,165,169,210,217,265],"benefit":[88],"farmers":[91,175,226,237],"recommending":[93,166],"fertilizers,":[94],"pesticides,":[95],"etc.,":[96,196],"according":[97],"their":[99],"needs.":[100],"There":[101],"several":[103],"machine":[104,134],"learning":[105,135],"algorithms":[106],"widely":[109],"our":[112],"day-today":[113],"life":[114],"various":[116],"domains.":[117],"This":[118,197],"paper":[119,198],"gives":[120,161],"detailed":[122],"description":[123],"predicting":[125,211],"suitable":[127,167,207,213,242,272],"variety":[128,214,273],"fertilizer":[130,168,216,243,275],"based":[131],"on":[132],"technique":[136],"like":[137,176,186],"multiple":[138],"linear":[139],"regression":[140,143,203,208],"lasso":[142,202],"as":[144],"it":[145],"takes":[146],"relationship":[148],"between":[149],"dependent":[151],"independent":[153],"variables":[154],"affects":[156],"resultant":[158],"prediction.":[159],"It":[160],"brief":[163],"overview":[164],"conditions":[171,222,251],"given":[172,223],"temperature,":[177],"humidity,":[178],"soil":[179,248,278],"type,":[180,182],"quantity":[183],"fertilizers":[185],"nitrogen,":[187],"potassium,":[188],"phosphorus":[189],"present":[192,288],"soil,":[195],"implies":[199],"most":[206,241],"algorithm":[209],"climatic":[219,250],"field":[221,254],"an":[228],"89%.":[231],"developed":[233],"model":[234],"helps":[235,280],"respect":[245],"have":[256],"higher":[257],"yield,":[258],"which":[259],"turn":[261],"increases":[262,282],"profit":[264],"application":[269],"nutrient":[284],"contents":[285],"soil.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
