{"id":"https://openalex.org/W4386261690","doi":"https://doi.org/10.1007/978-3-031-42532-5_9","title":"Assessing the Environmental Performance of the Food Industry Using Unsupervised Machine Learning","display_name":"Assessing the Environmental Performance of the Food Industry Using Unsupervised Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386261690","doi":"https://doi.org/10.1007/978-3-031-42532-5_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-42532-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42532-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"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/A5092713291","display_name":"Zineb Nafi","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Zineb Nafi","raw_affiliation_strings":["LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039086168","display_name":"Rachid Benmoussa","orcid":"https://orcid.org/0000-0002-6239-5824"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Rachid Benmoussa","raw_affiliation_strings":["LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036913120","display_name":"Fatine Elharouni","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Fatine Elharouni","raw_affiliation_strings":["LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISA Laboratory, National School of Applied Sciences of Marrakech, Cadi Ayyad University, Avenue Abdelkrim Khattabi, 40000, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036913120","https://openalex.org/A5039086168","https://openalex.org/A5092713291"],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":null,"apc_paid":null,"fwci":1.3579,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78894134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11259","display_name":"Agriculture Sustainability and Environmental Impact","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11259","display_name":"Agriculture Sustainability and Environmental Impact","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T11066","display_name":"Organic Food and Agriculture","score":0.9695000052452087,"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/ingredient","display_name":"Ingredient","score":0.6109892129898071},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5517010688781738},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5509851574897766},{"id":"https://openalex.org/keywords/life-cycle-assessment","display_name":"Life-cycle assessment","score":0.5447200536727905},{"id":"https://openalex.org/keywords/environmental-impact-assessment","display_name":"Environmental impact assessment","score":0.5388097763061523},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.49433398246765137},{"id":"https://openalex.org/keywords/food-industry","display_name":"Food industry","score":0.4850989580154419},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4316403269767761},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.423597514629364},{"id":"https://openalex.org/keywords/food-processing","display_name":"Food processing","score":0.41814666986465454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3935718834400177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39234843850135803},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3891066908836365},{"id":"https://openalex.org/keywords/agricultural-science","display_name":"Agricultural science","score":0.3795560300350189},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34147804975509644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32989412546157837},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.2389601469039917},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.20949998497962952},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13287004828453064},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09080898761749268},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0876024067401886}],"concepts":[{"id":"https://openalex.org/C2780589914","wikidata":"https://www.wikidata.org/wiki/Q10675206","display_name":"Ingredient","level":2,"score":0.6109892129898071},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5517010688781738},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5509851574897766},{"id":"https://openalex.org/C2778706760","wikidata":"https://www.wikidata.org/wiki/Q581950","display_name":"Life-cycle assessment","level":3,"score":0.5447200536727905},{"id":"https://openalex.org/C164749845","wikidata":"https://www.wikidata.org/wiki/Q320389","display_name":"Environmental impact assessment","level":2,"score":0.5388097763061523},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.49433398246765137},{"id":"https://openalex.org/C513059894","wikidata":"https://www.wikidata.org/wiki/Q540912","display_name":"Food industry","level":2,"score":0.4850989580154419},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4316403269767761},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.423597514629364},{"id":"https://openalex.org/C88199923","wikidata":"https://www.wikidata.org/wiki/Q627371","display_name":"Food processing","level":2,"score":0.41814666986465454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3935718834400177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39234843850135803},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3891066908836365},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.3795560300350189},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34147804975509644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32989412546157837},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.2389601469039917},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.20949998497962952},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13287004828453064},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09080898761749268},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0876024067401886},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-42532-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42532-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2464234006","https://openalex.org/W2963174546","https://openalex.org/W2992584342","https://openalex.org/W3004822919","https://openalex.org/W3110435694","https://openalex.org/W3111587575","https://openalex.org/W4200277557","https://openalex.org/W4280534973"],"related_works":["https://openalex.org/W2359772691","https://openalex.org/W2042802866","https://openalex.org/W2009089484","https://openalex.org/W2938633218","https://openalex.org/W2120369413","https://openalex.org/W1826920202","https://openalex.org/W2892440671","https://openalex.org/W2393601171","https://openalex.org/W2380411148","https://openalex.org/W4387857049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}