{"id":"https://openalex.org/W4306822650","doi":"https://doi.org/10.1080/08874417.2022.2132428","title":"Big Data in Food: Systematic Literature Review and Future Directions","display_name":"Big Data in Food: Systematic Literature Review and Future Directions","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4306822650","doi":"https://doi.org/10.1080/08874417.2022.2132428"},"language":"en","primary_location":{"id":"doi:10.1080/08874417.2022.2132428","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2022.2132428","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","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/A5043171814","display_name":"Debarun Chakraborty","orcid":"https://orcid.org/0000-0002-0754-1120"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Debarun Chakraborty","raw_affiliation_strings":["Symbiosis Institute of Business Management, Constituent of Symbiosis International (Deemed University), Nagpur, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-0754-1120","affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Business Management, Constituent of Symbiosis International (Deemed University), Nagpur, Pune, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034248834","display_name":"Nripendra P. Rana","orcid":"https://orcid.org/0000-0003-1105-8729"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nripendra P. Rana","raw_affiliation_strings":["College of Business and Economics, Qatar University, Qatar, Doha"],"raw_orcid":"https://orcid.org/0000-0003-1105-8729","affiliations":[{"raw_affiliation_string":"College of Business and Economics, Qatar University, Qatar, Doha","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086148004","display_name":"Sangeeta Khorana","orcid":"https://orcid.org/0000-0001-8901-0050"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sangeeta Khorana","raw_affiliation_strings":["Department of Economics, Finance and Entrepreneurship, Aston Business School, Birmingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, Finance and Entrepreneurship, Aston Business School, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032103659","display_name":"Hari Babu Singu","orcid":null},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hari Babu Singu","raw_affiliation_strings":["Symbiosis Institute of Business Management, Constituent of Symbiosis International (Deemed University), Nagpur, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Business Management, Constituent of Symbiosis International (Deemed University), Nagpur, Pune, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077893005","display_name":"Sunil Luthra","orcid":"https://orcid.org/0000-0001-7571-1331"},"institutions":[{"id":"https://openalex.org/I162289562","display_name":"All India Council for Technical Education","ror":"https://ror.org/00xcd7y72","country_code":"IN","type":"government","lineage":["https://openalex.org/I162289562"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Luthra","raw_affiliation_strings":["AICTE Training and Learning (ATAL) Cell, All India Council of Technical Education (AICTE), New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-7571-1331","affiliations":[{"raw_affiliation_string":"AICTE Training and Learning (ATAL) Cell, All India Council of Technical Education (AICTE), New Delhi, India","institution_ids":["https://openalex.org/I162289562"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043171814"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":null,"apc_paid":null,"fwci":6.4056,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.96753483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"63","issue":"5","first_page":"1243","last_page":"1263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9103999733924866,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9025999903678894,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8447301387786865},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7574042081832886},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6552802324295044},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6101266145706177},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.586635947227478},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4695349931716919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4539106786251068},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.43565836548805237},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4118940234184265},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3501068949699402},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3484535217285156},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.12079396843910217},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12068858742713928},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11293575167655945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08455616235733032}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8447301387786865},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7574042081832886},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6552802324295044},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6101266145706177},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.586635947227478},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4695349931716919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4539106786251068},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.43565836548805237},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4118940234184265},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3501068949699402},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3484535217285156},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.12079396843910217},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12068858742713928},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11293575167655945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08455616235733032},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08874417.2022.2132428","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08874417.2022.2132428","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.bournemouth.ac.uk:37979","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400187","display_name":"Bournemouth University Research Online (Bournemouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9300472","host_organization_name":"Bournemouth University","host_organization_lineage":["https://openalex.org/I9300472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W358543590","https://openalex.org/W937103526","https://openalex.org/W1485916023","https://openalex.org/W1494137514","https://openalex.org/W1583417662","https://openalex.org/W1767272795","https://openalex.org/W1790210582","https://openalex.org/W1977200906","https://openalex.org/W1981969984","https://openalex.org/W2002980572","https://openalex.org/W2008420823","https://openalex.org/W2044744255","https://openalex.org/W2047975424","https://openalex.org/W2068224642","https://openalex.org/W2073558455","https://openalex.org/W2079514607","https://openalex.org/W2096512684","https://openalex.org/W2104526308","https://openalex.org/W2108767715","https://openalex.org/W2117930979","https://openalex.org/W2126164224","https://openalex.org/W2140956556","https://openalex.org/W2144567273","https://openalex.org/W2145535121","https://openalex.org/W2186879878","https://openalex.org/W2212418492","https://openalex.org/W2252830481","https://openalex.org/W2261525379","https://openalex.org/W2288370267","https://openalex.org/W2304640842","https://openalex.org/W2325444619","https://openalex.org/W2328478438","https://openalex.org/W2460041094","https://openalex.org/W2465298265","https://openalex.org/W2467769763","https://openalex.org/W2507509044","https://openalex.org/W2516388568","https://openalex.org/W2516620248","https://openalex.org/W2527709680","https://openalex.org/W2534105431","https://openalex.org/W2549919379","https://openalex.org/W2552078032","https://openalex.org/W2581437021","https://openalex.org/W2593921018","https://openalex.org/W2594791209","https://openalex.org/W2606485364","https://openalex.org/W2619627962","https://openalex.org/W2761189529","https://openalex.org/W2765929016","https://openalex.org/W2766523239","https://openalex.org/W2767204219","https://openalex.org/W2788195832","https://openalex.org/W2791592946","https://openalex.org/W2791693903","https://openalex.org/W2791960765","https://openalex.org/W2792214997","https://openalex.org/W2792667212","https://openalex.org/W2793664829","https://openalex.org/W2798429536","https://openalex.org/W2801214150","https://openalex.org/W2809012184","https://openalex.org/W2885604903","https://openalex.org/W2887629867","https://openalex.org/W2891005681","https://openalex.org/W2905671087","https://openalex.org/W2944994524","https://openalex.org/W2966292681","https://openalex.org/W3007091919","https://openalex.org/W3007294284","https://openalex.org/W3008660467","https://openalex.org/W3011748039","https://openalex.org/W3027418061","https://openalex.org/W3032628389","https://openalex.org/W3038455398","https://openalex.org/W3077615448","https://openalex.org/W3107411582","https://openalex.org/W3124454028","https://openalex.org/W3125505924","https://openalex.org/W3165612615","https://openalex.org/W3210532456","https://openalex.org/W3215970451","https://openalex.org/W4206477857","https://openalex.org/W4234337809","https://openalex.org/W4242821671"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W4390608645","https://openalex.org/W1976205134","https://openalex.org/W2381570729","https://openalex.org/W4247566972","https://openalex.org/W4248336175","https://openalex.org/W2960264696","https://openalex.org/W2913151401","https://openalex.org/W4293245862"],"abstract_inverted_index":{"The":[0,45,90],"growing":[1],"importance":[2,130],"of":[3,35,37,131,146],"Big":[4,38,94,132,147],"Data":[5,39,95,133],"in":[6,41,100,114,128,134,143],"the":[7,33,42,53,62,97,129,135],"food":[8,43,98,136],"industry":[9,99],"enables":[10],"businesses":[11],"to":[12,15,28,107],"leverage":[13],"information":[14],"gain":[16],"a":[17,23],"competitive":[18],"advantage.":[19],"This":[20,120],"paper":[21],"provides":[22,52],"systematic":[24],"literature":[25,50],"review":[26,91],"(SLR)":[27],"provide":[29],"an":[30],"insight":[31],"into":[32],"use":[34],"state-of-art":[36],"applications":[40,113],"industry.":[44],"SLR":[46,121],"relies":[47],"on":[48,61],"available":[49],"that":[51,93,102],"context,":[54],"theoretical":[55],"construct":[56],"and":[57,69,73,81,110],"identifies":[58],"gaps.":[59],"Based":[60],"findings,":[63],"we":[64],"suggest":[65,70],"recommendations,":[66],"identify":[67],"limitations":[68],"policy":[71],"implications":[72],"future":[74,126],"directions.":[75],"Using":[76],"search":[77],"databases":[78],"were":[79,85],"examined":[80],"38":[82],"relevant":[83],"studies":[84],"identified":[86],"for":[87,125],"retrospective":[88],"analysis.":[89],"shows":[92],"supports":[96],"ways":[101],"enable":[103],"using":[104],"Artificial":[105],"Intelligence":[106],"manage":[108],"restaurants":[109],"mobile":[111],"based":[112],"supporting":[115],"consumers":[116],"with":[117],"restaurant":[118],"selection.":[119],"open":[122],"new":[123],"avenues":[124],"research":[127],"industry,":[137],"which":[138],"will":[139],"surely":[140],"help":[141],"researchers/practitioners":[142],"effective":[144],"utilization":[145],"DataBig":[148],"Data.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
