Spatial and temporal patterns of online food preferences

Wagner, Claudia; Singer, Philipp; Strohmaier, Markus

[conference paper]

dc.contributor.author	Wagner, Claudia	de
dc.contributor.author	Singer, Philipp	de
dc.contributor.author	Strohmaier, Markus	de
dc.date.accessioned	2020-01-15T14:02:40Z
dc.date.available	2020-01-15T14:02:40Z
dc.date.issued	2014	de
dc.identifier.isbn	978-1-4503-2745-9	de
dc.identifier.uri	https://www.ssoar.info/ssoar/handle/document/66079
dc.description.abstract	Since food is one of the central elements of all human beings, a high interest exists in exploring temporal and spatial food and dietary patterns of humans. Predominantly, data for such investigations stem from consumer panels which continuously capture food consumption patterns from individuals and households. In this work we leverage data from a large online recipe platform which is frequently used in the German speaking regions in Europe and explore (i) the association between geographic proximity and shared food preferences and (ii) to what extent temporal information helps to predict the food preferences of users. Our results reveal that online food preferences of geographically closer regions are more similar than those of distant ones and show that specific types of ingredients are more popular on specific days of the week. The observed patterns can successfully be mapped to known real-world patterns which suggests that existing methods for the investigation of dietary and food patterns (e.g., consumer panels) may benefit from incorporating the vast amount of data generated by users browsing recipes on the Web.	de
dc.language	en	de
dc.publisher	ACM	de
dc.subject.ddc	Naturwissenschaften	de
dc.subject.ddc	Science	en
dc.title	Spatial and temporal patterns of online food preferences	de
dc.description.review	begutachtet (peer reviewed)	de
dc.description.review	peer reviewed	en
dc.source.collection	Proceedings of the 23rd International Conference on World Wide Web 2014	de
dc.publisher.country	USA
dc.publisher.city	New York	de
dc.subject.classoz	Naturwissenschaften, Technik(wissenschaften), angewandte Wissenschaften	de
dc.subject.classoz	Natural Science and Engineering, Applied Sciences	en
dc.subject.thesoz	zone	en
dc.subject.thesoz	statistische Analyse	de
dc.subject.thesoz	Austria	en
dc.subject.thesoz	Internet	en
dc.subject.thesoz	Österreich	de
dc.subject.thesoz	Nahrungsmittel	de
dc.subject.thesoz	consumption	en
dc.subject.thesoz	Verhaltensmuster	de
dc.subject.thesoz	eating behavior	en
dc.subject.thesoz	deutscher Sprachraum	de
dc.subject.thesoz	Konsum	de
dc.subject.thesoz	Essverhalten	de
dc.subject.thesoz	statistical analysis	en
dc.subject.thesoz	food	en
dc.subject.thesoz	Mustererkennung	de
dc.subject.thesoz	Zeit	de
dc.subject.thesoz	behavior pattern	en
dc.subject.thesoz	Raum	de
dc.subject.thesoz	Lebensmittel	de
dc.subject.thesoz	Internet	de
dc.subject.thesoz	portal	en
dc.subject.thesoz	pattern recognition	en
dc.subject.thesoz	German-speaking area	en
dc.subject.thesoz	time	en
dc.subject.thesoz	Portal	de
dc.identifier.urn	urn:nbn:de:0168-ssoar-66079-9
dc.rights.licence	Deposit Licence - Keine Weiterverbreitung, keine Bearbeitung	de
dc.rights.licence	Deposit Licence - No Redistribution, No Modifications	en
internal.status	noch nicht fertig erschlossen	de
internal.identifier.thesoz	10034842
internal.identifier.thesoz	10052806
internal.identifier.thesoz	10036677
internal.identifier.thesoz	10044626
internal.identifier.thesoz	10040166
internal.identifier.thesoz	10034841
internal.identifier.thesoz	10035058
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internal.identifier.thesoz	10064824
internal.identifier.thesoz	10061175
dc.type.stock	incollection	de
dc.type.document	Konferenzbeitrag	de
dc.type.document	conference paper	en
dc.source.pageinfo	553-554	de
internal.identifier.classoz	50200
internal.identifier.document	16
dc.source.conference	International Conference on World Wide Web (WWW'14)	de
dc.event.city	Seoul	de
internal.identifier.ddc	500
dc.identifier.doi	https://doi.org/10.1145/2567948.2576951	de
dc.date.conference	2014	de
dc.source.conferencenumber	23	de
dc.description.pubstatus	Veröffentlichungsversion	de
dc.description.pubstatus	Published Version	en
internal.identifier.licence	3
internal.identifier.pubstatus	1
internal.identifier.review	1
ssoar.wgl.collection	true	de
internal.pdf.wellformed	true
internal.pdf.encrypted	false

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