{"id":"https://openalex.org/W2882339313","doi":"https://doi.org/10.1007/978-3-319-94845-4_7","title":"An IoT-Big Data Based Machine Learning Technique for Forecasting Water Requirement in Irrigation Field","display_name":"An IoT-Big Data Based Machine Learning Technique for Forecasting Water Requirement in Irrigation Field","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2882339313","doi":"https://doi.org/10.1007/978-3-319-94845-4_7","mag":"2882339313"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-94845-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94845-4_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01888626","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074717557","display_name":"Fizar Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I163245316","display_name":"Corvinus University of Budapest","ror":"https://ror.org/01vxfm326","country_code":"HU","type":"education","lineage":["https://openalex.org/I163245316"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Fizar Ahmed","raw_affiliation_strings":["Corvinus University of Budapest, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Corvinus University of Budapest, Budapest, Hungary","institution_ids":["https://openalex.org/I163245316"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074717557"],"corresponding_institution_ids":["https://openalex.org/I163245316"],"apc_list":null,"apc_paid":null,"fwci":1.4587,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82247403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9426000118255615,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9426000118255615,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9370999932289124,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/T10969","display_name":"Water resources management and optimization","score":0.9286999702453613,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.6284372806549072},{"id":"https://openalex.org/keywords/groundwater","display_name":"Groundwater","score":0.5641228556632996},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.5546829700469971},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5499897599220276},{"id":"https://openalex.org/keywords/surface-water","display_name":"Surface water","score":0.5091301798820496},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5056111812591553},{"id":"https://openalex.org/keywords/irrigation-scheduling","display_name":"Irrigation scheduling","score":0.49235665798187256},{"id":"https://openalex.org/keywords/cropping","display_name":"Cropping","score":0.4166867733001709},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.41054001450538635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3926888704299927},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3479359745979309},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.30961233377456665},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24086910486221313},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11312747001647949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11231985688209534},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.08420905470848083}],"concepts":[{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.6284372806549072},{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.5641228556632996},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.5546829700469971},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5499897599220276},{"id":"https://openalex.org/C8625798","wikidata":"https://www.wikidata.org/wiki/Q752112","display_name":"Surface water","level":2,"score":0.5091301798820496},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5056111812591553},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.49235665798187256},{"id":"https://openalex.org/C13558536","wikidata":"https://www.wikidata.org/wiki/Q785116","display_name":"Cropping","level":3,"score":0.4166867733001709},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.41054001450538635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3926888704299927},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3479359745979309},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.30961233377456665},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24086910486221313},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11312747001647949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11231985688209534},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.08420905470848083},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-94845-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94845-4_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01888626v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01888626","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"11th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Oct 2017, Shanghai, China. pp.67-77, ⟨10.1007/978-3-319-94845-4_7⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01888626v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01888626","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"11th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Oct 2017, Shanghai, China. pp.67-77, ⟨10.1007/978-3-319-94845-4_7⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1556520648","https://openalex.org/W1635806071","https://openalex.org/W1965999533","https://openalex.org/W1973552978","https://openalex.org/W2016051381","https://openalex.org/W2023912087","https://openalex.org/W2025651937","https://openalex.org/W2026920894","https://openalex.org/W2066448195","https://openalex.org/W2079352037","https://openalex.org/W2086431360","https://openalex.org/W2086583262","https://openalex.org/W2128901919","https://openalex.org/W2131415551","https://openalex.org/W2155289042","https://openalex.org/W2172064003","https://openalex.org/W2241403349","https://openalex.org/W2333252900","https://openalex.org/W2615040829"],"related_works":["https://openalex.org/W3137023317","https://openalex.org/W2370315413","https://openalex.org/W4200291221","https://openalex.org/W2890436230","https://openalex.org/W3127674161","https://openalex.org/W1964035568","https://openalex.org/W4379055770","https://openalex.org/W2324646006","https://openalex.org/W2465080911","https://openalex.org/W4230647136"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}