{"id":"https://openalex.org/W4212779183","doi":"https://doi.org/10.1093/jigpal/jzac038","title":"Influence of context availability and soundness in predicting soil moisture using the Context-Aware Data Mining approach","display_name":"Influence of context availability and soundness in predicting soil moisture using the Context-Aware Data Mining approach","publication_year":2022,"publication_date":"2022-02-14","ids":{"openalex":"https://openalex.org/W4212779183","doi":"https://doi.org/10.1093/jigpal/jzac038"},"language":"en","primary_location":{"id":"doi:10.1093/jigpal/jzac038","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jigpal/jzac038","pdf_url":null,"source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-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/A5017141697","display_name":"Anca Avram","orcid":"https://orcid.org/0000-0003-1355-3512"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Anca Avram","raw_affiliation_strings":["Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071251605","display_name":"Oliviu Matei","orcid":"https://orcid.org/0000-0003-0319-8318"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Oliviu Matei","raw_affiliation_strings":["Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020692087","display_name":"Camelia-M. Pintea","orcid":"https://orcid.org/0000-0003-2338-2454"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Camelia-M Pintea","raw_affiliation_strings":["Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054561530","display_name":"Petric\u0103 C. Pop","orcid":"https://orcid.org/0000-0002-0626-9284"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Petrica C Pop","raw_affiliation_strings":["Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca, North University Center at Baia Mare , 430083 Baia Mare, Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017141697"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":null,"fwci":0.1732,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41998639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"31","issue":"4","first_page":"762","last_page":"774"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental 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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental 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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9707000255584717,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.8033047914505005},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6509109735488892},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5695620775222778},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5664281845092773},{"id":"https://openalex.org/keywords/soundness","display_name":"Soundness","score":0.5354601740837097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.506754457950592},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.49631720781326294},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.46681711077690125},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.45383220911026},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.40400904417037964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37846559286117554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35662519931793213},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.354053258895874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2223900854587555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16929924488067627},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15967482328414917},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10930466651916504},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08985581994056702}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.8033047914505005},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6509109735488892},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5695620775222778},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5664281845092773},{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.5354601740837097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506754457950592},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.49631720781326294},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.46681711077690125},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.45383220911026},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40400904417037964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37846559286117554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35662519931793213},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.354053258895874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2223900854587555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16929924488067627},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15967482328414917},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10930466651916504},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08985581994056702},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jigpal/jzac038","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jigpal/jzac038","pdf_url":null,"source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W172466510","https://openalex.org/W1480151146","https://openalex.org/W1508288884","https://openalex.org/W1555199703","https://openalex.org/W1560338285","https://openalex.org/W1681967330","https://openalex.org/W1762161369","https://openalex.org/W1967661515","https://openalex.org/W1969674365","https://openalex.org/W1985479415","https://openalex.org/W2016210396","https://openalex.org/W2062667641","https://openalex.org/W2112081648","https://openalex.org/W2133030383","https://openalex.org/W2170484351","https://openalex.org/W2464753739","https://openalex.org/W2590308677","https://openalex.org/W2618948988","https://openalex.org/W2811507150","https://openalex.org/W2942160610","https://openalex.org/W2970316017","https://openalex.org/W2980655104","https://openalex.org/W3023946893","https://openalex.org/W3046192041","https://openalex.org/W3098170114","https://openalex.org/W3121378357","https://openalex.org/W4231581937","https://openalex.org/W4407811314","https://openalex.org/W6762222496","https://openalex.org/W6767451570","https://openalex.org/W6783090907"],"related_works":["https://openalex.org/W1511249877","https://openalex.org/W2466303427","https://openalex.org/W1578828174","https://openalex.org/W2000943029","https://openalex.org/W2950376466","https://openalex.org/W4302559785","https://openalex.org/W4226437312","https://openalex.org/W2949331520","https://openalex.org/W2140496290","https://openalex.org/W2002878601"],"abstract_inverted_index":{"Abstract":[0],"Knowing":[1],"the":[2,8,34,37,66,79,89,121,139,143,159,163,174],"level":[3],"of":[4,28,36,41,44,91,131,145],"quality":[5],"from":[6,65,73,162],"which":[7],"context":[9,48,95,125],"is":[10,21,31],"no":[11],"longer":[12],"valuable":[13],"in":[14,39,50,84],"a":[15],"Context-Aware":[16],"Data":[17],"Mining":[18],"(CADM)":[19],"system":[20],"an":[22],"important":[23],"information.":[24],"The":[25,57,75,97],"main":[26],"goal":[27],"this":[29],"research":[30,58],"to":[32,157,166],"study":[33],"variations":[35,130],"predictions":[38],"case":[40],"different":[42],"levels":[43,144],"noise":[45,92,132,146],"and":[46,70,93,107,133,147],"missing":[47,94,134,148],"data":[49,135,149],"practical":[51],"scenarios":[52,86],"for":[53,78,126],"predicting":[54,127,170],"soil":[55,80,128,171],"moisture.":[56],"has":[59,115],"been":[60,116],"performed":[61,101],"on":[62],"two":[63,71],"locations":[64,72],"Transylvanian":[67],"Plain,":[68],"Romania":[69],"Canada.":[74],"values":[76],"predicted":[77],"moisture":[81,172],"were":[82],"compared":[83],"mixed":[85],"that":[87,118],"vary":[88],"quantity":[90],"data.":[96],"studied":[98],"behavior":[99],"was":[100],"using":[102,120],"Deep":[103],"Learning,":[104],"Decision":[105],"Tree":[106,110,154],"Gradient":[108,152],"Boosted":[109,153],"machine":[111],"learning":[112],"algorithms.":[113],"It":[114],"shown":[117],"when":[119,169],"air":[122],"temperature":[123],"as":[124],"moisture,":[129],"do":[136],"not":[137],"influence":[138],"results":[140],"proportionally":[141],"with":[142,173],"applied.":[150],"Also,":[151],"algorithm":[155,161],"proves":[156],"be":[158,167],"best":[160],"ones":[164],"studied,":[165],"considered":[168],"CADM":[175],"approach.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}
