{"id":"https://openalex.org/W4360585167","doi":"https://doi.org/10.1109/ic3i56241.2022.10072822","title":"Crop Divination and Exhortation System by using Machine Learning in Digital Farming","display_name":"Crop Divination and Exhortation System by using Machine Learning in Digital Farming","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585167","doi":"https://doi.org/10.1109/ic3i56241.2022.10072822"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10072822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072822","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/A5027236905","display_name":"Rohini Jadhav","orcid":"https://orcid.org/0000-0002-2426-8664"},"institutions":[{"id":"https://openalex.org/I2802982682","display_name":"Sandip Foundation","ror":"https://ror.org/04vhxp922","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802982682"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rohini Jadhav","raw_affiliation_strings":["Sandip University,School of Computer Science and Engineering,Nashik,Maharashtra,India","School of Computer Science and Engineering, Sandip University, Nashik, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sandip University,School of Computer Science and Engineering,Nashik,Maharashtra,India","institution_ids":["https://openalex.org/I2802982682"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sandip University, Nashik, Maharashtra, India","institution_ids":["https://openalex.org/I2802982682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044371525","display_name":"Pawan Bhaladhare","orcid":"https://orcid.org/0000-0003-1640-0984"},"institutions":[{"id":"https://openalex.org/I2802982682","display_name":"Sandip Foundation","ror":"https://ror.org/04vhxp922","country_code":"IN","type":"education","lineage":["https://openalex.org/I2802982682"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pawan Bhaladhare","raw_affiliation_strings":["Sandip University,School of Computer Science and Engineering,Nashik,Maharashtra,India","School of Computer Science and Engineering, Sandip University, Nashik, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sandip University,School of Computer Science and Engineering,Nashik,Maharashtra,India","institution_ids":["https://openalex.org/I2802982682"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sandip University, Nashik, Maharashtra, India","institution_ids":["https://openalex.org/I2802982682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027236905"],"corresponding_institution_ids":["https://openalex.org/I2802982682"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10349085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1992","last_page":"1997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994000196456909,"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":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.948199987411499,"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/agriculture","display_name":"Agriculture","score":0.7384587526321411},{"id":"https://openalex.org/keywords/creatures","display_name":"Creatures","score":0.650849461555481},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.5515612363815308},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4992830753326416},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.47762006521224976},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.47233954071998596},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.39627236127853394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3557508587837219},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25635647773742676},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.22866493463516235},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1940438151359558},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18857234716415405},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.08922064304351807}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7384587526321411},{"id":"https://openalex.org/C86792732","wikidata":"https://www.wikidata.org/wiki/Q1416338","display_name":"Creatures","level":3,"score":0.650849461555481},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.5515612363815308},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4992830753326416},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.47762006521224976},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.47233954071998596},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.39627236127853394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3557508587837219},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25635647773742676},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.22866493463516235},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1940438151359558},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18857234716415405},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.08922064304351807},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10072822","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i56241.2022.10072822","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2176635651","https://openalex.org/W2333252900","https://openalex.org/W2799216248","https://openalex.org/W2913478073","https://openalex.org/W2973344974","https://openalex.org/W3021273519","https://openalex.org/W3047584724","https://openalex.org/W3105050163","https://openalex.org/W3162672535","https://openalex.org/W3203728856","https://openalex.org/W3207371292","https://openalex.org/W4255662247","https://openalex.org/W4386921095","https://openalex.org/W6622619055"],"related_works":["https://openalex.org/W2309668926","https://openalex.org/W2312254833","https://openalex.org/W2393782702","https://openalex.org/W4236018572","https://openalex.org/W2112819298","https://openalex.org/W4231246704","https://openalex.org/W1535742579","https://openalex.org/W2299489928","https://openalex.org/W3174858995","https://openalex.org/W2484013627"],"abstract_inverted_index":{"Agricultural":[0],"is":[1,10,81,118,226,246,265],"the":[2,38,64,75,82,99,125,149,169,175,185,203,236,262],"primary":[3],"occupation":[4],"in":[5,16,104,164,269],"India.":[6],"The":[7,181,243],"crop":[8,60,186,225,237],"production":[9,76],"plays":[11],"a":[12,195,224,229,270],"very":[13],"crucial":[14],"role":[15],"our":[17],"country.":[18],"Ancient":[19],"people":[20,135],"were":[21],"able":[22],"to":[23,93,113,122,140,152,173,187],"meet":[24],"their":[25,29,32],"needs":[26],"by":[27,47],"cultivating":[28],"crops":[30,78,178],"on":[31,194,232],"own":[33],"farm.":[34],"In":[35],"this":[36,155,216],"manner,":[37],"regular":[39],"harvests":[40],"are":[41,57,71],"developed":[42],"and":[43,54,67,79,85,98,131,160,202,238,259,261],"have":[44],"been":[45],"utilized":[46],"various":[48],"animals":[49],"comparable":[50],"as":[51,215,254],"people,":[52],"creatures":[53],"birds.":[55],"Farmers":[56,159],"growing":[58],"same":[59],"continuously":[61],"without":[62],"knowing":[63],"inadequate":[65],"content":[66],"quantity.":[68],"Many":[69],"farmers":[70],"not":[72],"aware":[73],"about":[74],"of":[77,90,115,154,197,205,235],"what":[80],"right":[83,86],"time":[84],"place":[87],"for":[88,179,184,221,241],"cultivation":[89],"crop.":[91],"Due":[92],"these":[94,142],"new":[95],"modern":[96],"techniques":[97],"seasonal":[100],"climate":[101],"environment":[102],"changed":[103],"agricultural":[105],"asset":[106],"like":[107],"soil,":[108],"water,":[109],"air":[110],"which":[111],"leads":[112],"unsecure":[114],"food.":[116],"There":[117],"no":[119,145],"perfect":[120],"solution":[121],"address":[123],"all":[124],"issues":[126,156],"associated":[127],"with":[128,228,248,267],"weather,":[129],"temperature":[130],"soil":[132],"conditions.":[133],"However,":[134],"can":[136,166],"take":[137],"some":[138],"measures":[139],"overcome":[141],"difficulties.":[143],"Also":[144],"one":[146],"technology":[147],"gives":[148],"proper":[150],"result":[151],"detracting":[153],"regarding":[157],"farming.":[158],"other":[161,208],"stakeholders":[162],"involved":[163],"agriculture":[165],"benefit":[167],"from":[168],"proposed":[170,244],"system\u2019s":[171],"ability":[172],"identify":[174],"most":[176],"suitable":[177],"cultivation.":[180],"best":[182],"fertilizer":[183],"be":[188,191,219],"grown":[189],"will":[190,218],"chosen":[192],"based":[193,231],"variety":[196],"factors,":[198],"including":[199],"rainfall,":[200],"temperature,":[201],"amount":[204],"N-P-K,":[206],"among":[207],"things.":[209],"Plant":[210],"Disease":[211],"Detection,":[212],"also":[213],"known":[214],"system,":[217],"useful":[220],"determining":[222],"whether":[223],"infected":[227],"disease":[230],"an":[233],"image":[234],"providing":[239],"recommendations":[240],"improvement.":[242],"system":[245],"constructed":[247,266],"Ma-":[249],"chine":[250],"Learning":[251],"Algorithms":[252],"such":[253],"Logistic":[255],"Regression,":[256],"Random":[257],"Forest,":[258],"XGBoost,":[260],"web":[263],"application":[264],"Streamlit":[268],"Python":[271],"environment.":[272]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}