{"id":"https://openalex.org/W2792434131","doi":"https://doi.org/10.1145/3162957.3163035","title":"LeafcheckIT","display_name":"LeafcheckIT","publication_year":2017,"publication_date":"2017-11-24","ids":{"openalex":"https://openalex.org/W2792434131","doi":"https://doi.org/10.1145/3162957.3163035","mag":"2792434131"},"language":"en","primary_location":{"id":"doi:10.1145/3162957.3163035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3162957.3163035","pdf_url":null,"source":{"id":"https://openalex.org/S4306523808","display_name":"Proceedings of the 3rd International Conference on Communication and Information Processing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 3rd International Conference on Communication and Information Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112352722","display_name":"Jonilyn A. Tejada","orcid":null},"institutions":[{"id":"https://openalex.org/I260054107","display_name":"University of the Immaculate Conception","ror":"https://ror.org/0204b4294","country_code":"PH","type":"education","lineage":["https://openalex.org/I260054107"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jonilyn A. Tejada","raw_affiliation_strings":["University of the Immaculate Conception, Davao City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Immaculate Conception, Davao City, Philippines","institution_ids":["https://openalex.org/I260054107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028251617","display_name":"Glenn Paul P. Gara","orcid":null},"institutions":[{"id":"https://openalex.org/I260054107","display_name":"University of the Immaculate Conception","ror":"https://ror.org/0204b4294","country_code":"PH","type":"education","lineage":["https://openalex.org/I260054107"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Glenn Paul P. Gara","raw_affiliation_strings":["University of the Immaculate Conception, Davao City, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Immaculate Conception, Davao City, Philippines","institution_ids":["https://openalex.org/I260054107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I260054107"],"apc_list":null,"apc_paid":null,"fwci":0.8896,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.836148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"458","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12795","display_name":"Banana Cultivation and Research","score":0.9980000257492065,"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/T12795","display_name":"Banana Cultivation and Research","score":0.9980000257492065,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9366000294685364,"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/random-forest","display_name":"Random forest","score":0.5484490990638733},{"id":"https://openalex.org/keywords/nutrient-deficiency","display_name":"Nutrient deficiency","score":0.5319419503211975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5262157917022705},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49369725584983826},{"id":"https://openalex.org/keywords/nutrient","display_name":"Nutrient","score":0.4803272783756256},{"id":"https://openalex.org/keywords/malnutrition","display_name":"Malnutrition","score":0.44600123167037964},{"id":"https://openalex.org/keywords/phosphorus","display_name":"Phosphorus","score":0.432463139295578},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4307865798473358},{"id":"https://openalex.org/keywords/potassium","display_name":"Potassium","score":0.4199313521385193},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4165344834327698},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3631952702999115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3281189203262329},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17679092288017273},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1258106827735901},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12335345149040222},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11934629082679749},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1155099868774414},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11143383383750916}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5484490990638733},{"id":"https://openalex.org/C2993497135","wikidata":"https://www.wikidata.org/wiki/Q7070481","display_name":"Nutrient deficiency","level":3,"score":0.5319419503211975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5262157917022705},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49369725584983826},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.4803272783756256},{"id":"https://openalex.org/C551997983","wikidata":"https://www.wikidata.org/wiki/Q12167","display_name":"Malnutrition","level":2,"score":0.44600123167037964},{"id":"https://openalex.org/C510538283","wikidata":"https://www.wikidata.org/wiki/Q674","display_name":"Phosphorus","level":2,"score":0.432463139295578},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4307865798473358},{"id":"https://openalex.org/C517785266","wikidata":"https://www.wikidata.org/wiki/Q703","display_name":"Potassium","level":2,"score":0.4199313521385193},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4165344834327698},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3631952702999115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3281189203262329},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17679092288017273},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1258106827735901},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12335345149040222},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11934629082679749},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1155099868774414},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11143383383750916},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3162957.3163035","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3162957.3163035","pdf_url":null,"source":{"id":"https://openalex.org/S4306523808","display_name":"Proceedings of the 3rd International Conference on Communication and Information Processing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 3rd International Conference on Communication and Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W167908955","https://openalex.org/W1512608287","https://openalex.org/W1600079720","https://openalex.org/W1987520034","https://openalex.org/W2006704900","https://openalex.org/W2186191215","https://openalex.org/W2298515958","https://openalex.org/W2482604466","https://openalex.org/W2509643070","https://openalex.org/W2523197400","https://openalex.org/W2574677040","https://openalex.org/W2586776593","https://openalex.org/W2990177142","https://openalex.org/W4390756180"],"related_works":["https://openalex.org/W2323677139","https://openalex.org/W2591749929","https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W4281290275","https://openalex.org/W2065091400","https://openalex.org/W2991138589","https://openalex.org/W2506108991","https://openalex.org/W4363647452"],"abstract_inverted_index":{"Nutrient":[0],"deficiency":[1,18,66],"affects":[2],"the":[3,39,73,88,92],"production":[4],"of":[5],"banana":[6,69],"fruits.":[7],"Plant":[8],"malnutrition":[9],"may":[10],"visually":[11],"reflect":[12],"on":[13,68,72,83],"their":[14],"leaves,":[15],"however,":[16],"identifying":[17],"symptoms":[19,67],"could":[20],"be":[21],"a":[22,41],"difficult":[23],"task":[24],"and":[25,33,43,59,77,97],"often":[26],"requires":[27],"laboratory":[28],"tests":[29],"such":[30],"as":[31,64],"leaf":[32],"soil":[34],"analysis.":[35],"This":[36],"paper":[37],"introduces":[38],"LeafCheckIT,":[40],"web":[42],"mobile":[44],"application":[45,93],"that":[46],"uses":[47],"Random":[48],"Forest":[49],"machine":[50],"learning":[51],"algorithm":[52],"to":[53],"identify":[54],"Nitrogen":[55],"(N),":[56],"Phosphorus":[57],"(P),":[58],"Potassium":[60],"(K)":[61],"collectively":[62],"known":[63],"macronutrients":[65],"leaves.":[70],"Based":[71],"training":[74],"set":[75],"evaluation":[76],"10-fold":[78],"cross":[79],"validation":[80],"test":[81],"conducted":[82],"WEKA":[84],"data":[85],"mining":[86],"software,":[87],"technique":[89],"used":[90],"in":[91,95],"resulted":[94],"100":[96],"91.64":[98],"percent":[99],"accuracy":[100],"rate":[101],"respectively.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2018-03-29T00:00:00"}