{"id":"https://openalex.org/W2131440803","doi":"https://doi.org/10.1140/epjds/s13688-014-0036-7","title":"The nature and evolution of online food preferences","display_name":"The nature and evolution of online food preferences","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2131440803","doi":"https://doi.org/10.1140/epjds/s13688-014-0036-7","mag":"2131440803"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-014-0036-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-014-0036-7","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-014-0036-7.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-014-0036-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044130443","display_name":"Claudia Wagner","orcid":"https://orcid.org/0000-0002-0640-8221"},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I4210101898","display_name":"GESIS - Leibniz Institute for the Social Sciences","ror":"https://ror.org/018afyw53","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210101898"]},{"id":"https://openalex.org/I4387153937","display_name":"Universit\u00e4t Koblenz","ror":"https://ror.org/0433e6t24","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387153937"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Claudia Wagner","raw_affiliation_strings":["GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","University of Koblenz-Landau, Koblenz, Germany","GESIS - Leibniz-Institute for the Social Sciences, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","institution_ids":["https://openalex.org/I4210101898"]},{"raw_affiliation_string":"University of Koblenz-Landau, Koblenz, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"]},{"raw_affiliation_string":"GESIS - Leibniz-Institute for the Social Sciences, Cologne, Germany","institution_ids":["https://openalex.org/I4210101898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025977681","display_name":"Philipp Singer","orcid":null},"institutions":[{"id":"https://openalex.org/I315704651","display_name":"Leibniz Association","ror":"https://ror.org/01n6r0e97","country_code":"DE","type":"government","lineage":["https://openalex.org/I315704651"]},{"id":"https://openalex.org/I4210101898","display_name":"GESIS - Leibniz Institute for the Social Sciences","ror":"https://ror.org/018afyw53","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210101898"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Singer","raw_affiliation_strings":["GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","GESIS Leibniz Institute for the Social Sciences Cologne Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","institution_ids":["https://openalex.org/I4210101898"]},{"raw_affiliation_string":"GESIS Leibniz Institute for the Social Sciences Cologne Germany","institution_ids":["https://openalex.org/I315704651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071422618","display_name":"Markus Strohmaier","orcid":"https://orcid.org/0000-0002-5485-5720"},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I4210101898","display_name":"GESIS - Leibniz Institute for the Social Sciences","ror":"https://ror.org/018afyw53","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210101898"]},{"id":"https://openalex.org/I4387153937","display_name":"Universit\u00e4t Koblenz","ror":"https://ror.org/0433e6t24","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387153937"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Strohmaier","raw_affiliation_strings":["GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","University of Koblenz-Landau, Koblenz, Germany","GESIS - Leibniz-Institute for the Social Sciences, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GESIS - Leibniz Institute for the Social Sciences, Unter Sachsenhausen 5-8, Cologne, Germany","institution_ids":["https://openalex.org/I4210101898"]},{"raw_affiliation_string":"University of Koblenz-Landau, Koblenz, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"]},{"raw_affiliation_string":"GESIS - Leibniz-Institute for the Social Sciences, Cologne, Germany","institution_ids":["https://openalex.org/I4210101898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044130443"],"corresponding_institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4210101898","https://openalex.org/I4387153937"],"apc_list":{"value":1690,"currency":"USD","value_usd":1690},"apc_paid":{"value":1690,"currency":"USD","value_usd":1690},"fwci":11.0413,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.97818552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"3","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9301000237464905,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.8480430841445923},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7991865277290344},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5262179374694824},{"id":"https://openalex.org/keywords/ingredient","display_name":"Ingredient","score":0.5195227265357971},{"id":"https://openalex.org/keywords/food-choice","display_name":"Food choice","score":0.5155608654022217},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.48256200551986694},{"id":"https://openalex.org/keywords/food-preference","display_name":"Food preference","score":0.4703379273414612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4028841257095337},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3909698724746704},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.31045466661453247},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30455872416496277},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.21790796518325806},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.21525487303733826},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.1572904884815216},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09980282187461853},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09911864995956421},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08919322490692139},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08683109283447266}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.8480430841445923},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7991865277290344},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5262179374694824},{"id":"https://openalex.org/C2780589914","wikidata":"https://www.wikidata.org/wiki/Q10675206","display_name":"Ingredient","level":2,"score":0.5195227265357971},{"id":"https://openalex.org/C18767781","wikidata":"https://www.wikidata.org/wiki/Q5465445","display_name":"Food choice","level":2,"score":0.5155608654022217},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.48256200551986694},{"id":"https://openalex.org/C3020696875","wikidata":"https://www.wikidata.org/wiki/Q5465445","display_name":"Food preference","level":2,"score":0.4703379273414612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4028841257095337},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3909698724746704},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.31045466661453247},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30455872416496277},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.21790796518325806},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.21525487303733826},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.1572904884815216},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09980282187461853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09911864995956421},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08919322490692139},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08683109283447266},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1140/epjds/s13688-014-0036-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-014-0036-7","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-014-0036-7.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:61267","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Zeitschriftenartikel"},{"id":"pmh:oai:gesis.izsoz.de:document/61076","is_oa":true,"landing_page_url":"https://www.ssoar.info/ssoar/handle/document/61076","pdf_url":null,"source":{"id":"https://openalex.org/S4306401996","display_name":"Social Science Open Access Repository (GESIS \u2013 Leibniz Institute for the Social Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210101898","host_organization_name":"GESIS - Leibniz Institute for the Social Sciences","host_organization_lineage":["https://openalex.org/I4210101898"],"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":"EPJ Data Science","raw_type":"Zeitschriftenartikel"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-014-0036-7","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-014-0036-7","pdf_url":"https://link.springer.com/content/pdf/10.1140/epjds/s13688-014-0036-7.pdf","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7099999785423279,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2131440803.pdf","grobid_xml":"https://content.openalex.org/works/W2131440803.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W91851626","https://openalex.org/W1490216460","https://openalex.org/W1526101751","https://openalex.org/W1565199684","https://openalex.org/W1902079187","https://openalex.org/W1984865079","https://openalex.org/W1992169730","https://openalex.org/W1993803315","https://openalex.org/W1994687138","https://openalex.org/W2000042664","https://openalex.org/W2008879046","https://openalex.org/W2015995495","https://openalex.org/W2020959454","https://openalex.org/W2021581601","https://openalex.org/W2023401000","https://openalex.org/W2055184858","https://openalex.org/W2057714964","https://openalex.org/W2067634822","https://openalex.org/W2071491540","https://openalex.org/W2076723655","https://openalex.org/W2078900116","https://openalex.org/W2082396928","https://openalex.org/W2088856850","https://openalex.org/W2095402301","https://openalex.org/W2104085672","https://openalex.org/W2109464129","https://openalex.org/W2111478485","https://openalex.org/W2115380406","https://openalex.org/W2117239687","https://openalex.org/W2124095343","https://openalex.org/W2127799072","https://openalex.org/W2132744937","https://openalex.org/W2134688013","https://openalex.org/W2135869163","https://openalex.org/W2141499038","https://openalex.org/W2146071702","https://openalex.org/W2153527920","https://openalex.org/W2154851929","https://openalex.org/W2158345509","https://openalex.org/W2741621441","https://openalex.org/W2950627632","https://openalex.org/W3103362336","https://openalex.org/W4237570262","https://openalex.org/W4299910936"],"related_works":["https://openalex.org/W2909050333","https://openalex.org/W2611971073","https://openalex.org/W2011684307","https://openalex.org/W2950291079","https://openalex.org/W4288389006","https://openalex.org/W2949670192","https://openalex.org/W2124095343","https://openalex.org/W2512497230","https://openalex.org/W3168874191","https://openalex.org/W4377564570"],"abstract_inverted_index":{"Food":[0],"is":[1],"a":[2,60,70],"central":[3],"element":[4],"of":[5,15,35,63,91],"humans\u2019":[6],"life,":[7],"and":[8,18,28,47,52,79,115],"food":[9,36,45,86],"preferences":[10,37,97,118],"are":[11,98,119],"amongst":[12],"others":[13],"manifestations":[14],"social,":[16],"cultural":[17],"economic":[19],"forces":[20],"that":[21],"influence":[22],"the":[23,75],"way":[24],"we":[25,57],"view,":[26],"prepare":[27],"consume":[29],"food.":[30],"Historically,":[31],"data":[32,68],"for":[33,83],"studies":[34],"stems":[38],"from":[39,50,69,122],"consumer":[40],"panels":[41],"which":[42],"continuously":[43],"capture":[44],"consumption":[46],"preference":[48,105,113],"patterns":[49],"individuals":[51],"households.":[53],"In":[54],"this":[55,92],"work":[56,93],"look":[58],"at":[59],"new":[61],"source":[62],"data,":[64],"i.e.,":[65],"server":[66],"log":[67],"large":[71],"recipe":[72,96,104],"platform":[73],"on":[74],"World":[76],"Wide":[77],"Web,":[78],"explore":[80],"its":[81],"usefulness":[82],"understanding":[84],"online":[85],"preferences.":[87,124],"The":[88],"main":[89],"findings":[90],"are:":[94],"(i)":[95],"partly":[99],"driven":[100],"by":[101],"ingredients,":[102],"(ii)":[103],"distributions":[106],"exhibit":[107],"more":[108],"regional":[109],"differences":[110],"than":[111],"ingredient":[112],"distributions,":[114],"(iii)":[116],"weekday":[117],"clearly":[120],"distinct":[121],"weekend":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}