{"id":"https://openalex.org/W4391095074","doi":"https://doi.org/10.1109/bigdata59044.2023.10386666","title":"A comprehensive study of food prices and food fraud in the European Union","display_name":"A comprehensive study of food prices and food fraud in the European Union","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391095074","doi":"https://doi.org/10.1109/bigdata59044.2023.10386666"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386666","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","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/A5093760531","display_name":"Filip Trajkovikj","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Filip Trajkovikj","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082368131","display_name":"Ana Todorovska","orcid":"https://orcid.org/0000-0002-4065-5779"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ana Todorovska","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093760532","display_name":"Dimitar Peshevski","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Dimitar Peshevski","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093760533","display_name":"Lina Nakova","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Lina Nakova","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087204166","display_name":"Milena Trajanoska","orcid":"https://orcid.org/0000-0003-0105-7693"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Milena Trajanoska","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051889893","display_name":"Jovana Dobreva","orcid":"https://orcid.org/0000-0001-7382-2062"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Jovana Dobreva","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085234316","display_name":"Riste Stojanov","orcid":"https://orcid.org/0000-0003-2067-3467"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Riste Stojanov","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067143303","display_name":"Dimitar Trajanov","orcid":"https://orcid.org/0000-0002-3105-6010"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Dimitar Trajanov","raw_affiliation_strings":["Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ss. Cyril and Methodius University,Faculty of Computer Science and Engineering,Skopje,N. Macedonia","institution_ids":["https://openalex.org/I76245029"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, N. Macedonia","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33386564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2022","issue":null,"first_page":"4557","last_page":"4566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11957","display_name":"Food Safety and Hygiene","score":0.9326000213623047,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/european-union","display_name":"European union","score":0.707645833492279},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4667537212371826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37467628717422485},{"id":"https://openalex.org/keywords/international-trade","display_name":"International trade","score":0.2520683705806732}],"concepts":[{"id":"https://openalex.org/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.707645833492279},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4667537212371826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37467628717422485},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.2520683705806732}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386666","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.4300000071525574,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1972812735","https://openalex.org/W2086743204","https://openalex.org/W2503381435","https://openalex.org/W3151044681","https://openalex.org/W3155128484","https://openalex.org/W3157281901","https://openalex.org/W3157461100","https://openalex.org/W4206512459","https://openalex.org/W4221134706","https://openalex.org/W4322763808"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"research":[1],"delves":[2],"into":[3],"the":[4,19,83,113,121,125],"intricate":[5],"dynamics":[6],"of":[7,48,77,115,124],"food":[8,23,53,71,87,98,127],"pricing":[9,29,72],"and":[10,25,31,39,60,73,110,118],"fraud":[11,92],"within":[12],"European":[13,126],"Union":[14],"member":[15],"countries.":[16],"We":[17],"analyze":[18],"complex":[20],"interplay":[21],"between":[22],"categories":[24],"countries,":[26],"unraveling":[27],"unique":[28],"trends":[30],"potential":[32],"anomalies.":[33],"By":[34],"computing":[35],"inflation-adjusted":[36],"expected":[37],"prices":[38],"sourcing":[40],"real":[41],"prices,":[42],"we":[43],"gain":[44],"a":[45,64,104],"deep":[46],"understanding":[47,86],"inflation\u2019s":[49],"impact":[50],"on":[51],"actual":[52],"costs.":[54],"Our":[55,100],"multi-level":[56],"analyses,":[57],"network-based":[58],"approaches,":[59],"cluster":[61],"maps":[62],"provide":[63],"global":[65],"perspective,":[66],"revealing":[67],"international":[68],"correlations":[69],"in":[70,81,120],"fraud.":[74],"The":[75],"significance":[76],"our":[78],"findings":[79],"lies":[80],"setting":[82],"groundwork":[84],"for":[85,91,107],"fraud,":[88],"informing":[89],"strategies":[90],"prevention,":[93],"consumer":[94],"protection,":[95],"and,":[96],"ultimately,":[97],"sustainability.":[99],"work":[101],"serves":[102],"as":[103],"crucial":[105],"resource":[106],"policymakers,":[108],"economists,":[109],"consumers,":[111],"emphasizing":[112],"importance":[114],"data-driven":[116],"decision-making":[117],"transparency":[119],"ever-evolving":[122],"landscape":[123],"market.":[128]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
