{"id":"https://openalex.org/W2405228752","doi":null,"title":"Bringing the \"healthy\" into Food Recommenders","display_name":"Bringing the \"healthy\" into Food Recommenders","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2405228752","mag":"2405228752"},"language":"en","primary_location":{"id":"pmh:oai:epub.uni-regensburg.de:34068","doi":null,"is_oa":false,"landing_page_url":"https://epub.uni-regensburg.de/34068/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5041921674","display_name":"David Elsweiler","orcid":"https://orcid.org/0000-0002-5791-0641","observed_orcids":["https://orcid.org/0000-0002-5791-0641"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elsweiler, David","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041130563","display_name":"Morgan Harvey","orcid":"https://orcid.org/0000-0001-5504-2089","observed_orcids":["https://orcid.org/0000-0001-5504-2089"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harvey, Morgan","raw_affiliation_strings":["Computer and Information Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061006511","display_name":"Bernd Ludwig","orcid":"https://orcid.org/0000-0003-3599-2081","observed_orcids":["https://orcid.org/0000-0003-3599-2081"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ludwig, Bernd","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040472816","display_name":"Alan Said","orcid":"https://orcid.org/0000-0002-2929-0529","observed_orcids":["https://orcid.org/0000-0002-2929-0529"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Said, Alan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1511,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93363811,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.022700000554323196,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12873","display_name":"Nutrition, Health and Food Behavior","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/food-recommender-systems","display_name":"food recommender systems","score":0.9900000095367432},{"id":"https://openalex.org/keywords/nutrition","display_name":"nutrition","score":0.5289999842643738},{"id":"https://openalex.org/keywords/balanced-diet","display_name":"balanced diet","score":0.6660000085830688},{"id":"https://openalex.org/keywords/meal-recommendation","display_name":"meal recommendation","score":0.7099999785423279},{"id":"https://openalex.org/keywords/user-preferences","display_name":"user preferences","score":0.5410000085830688},{"id":"https://openalex.org/keywords/behavior-change","display_name":"behavior change","score":0.6959999799728394},{"id":"https://openalex.org/keywords/lifestyle-related-diseases","display_name":"lifestyle-related diseases","score":0.75},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"diabetes mellitus","score":0.45500001311302185},{"id":"https://openalex.org/keywords/obesity","display_name":"obesity","score":0.9760000109672546},{"id":"https://openalex.org/keywords/eating-habits","display_name":"dietary habits","score":0.382999986410141}],"concepts":[{"id":"https://openalex.org/C18767781","wikidata":"https://www.wikidata.org/wiki/Q5465445","display_name":"Food choice","level":2,"score":0.5367158055305481},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.49167948961257935},{"id":"https://openalex.org/C3020707900","wikidata":"https://www.wikidata.org/wiki/Q25099819","display_name":"Healthy food","level":2,"score":0.4765484929084778},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.44677403569221497},{"id":"https://openalex.org/C2994133304","wikidata":"https://www.wikidata.org/wiki/Q46834","display_name":"Position statement","level":2,"score":0.4354410171508789},{"id":"https://openalex.org/C40438245","wikidata":"https://www.wikidata.org/wiki/Q130964","display_name":"Calorie","level":2,"score":0.4352865219116211},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3800174295902252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37453576922416687},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3525763750076294},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3267386555671692},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32288432121276855},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20946604013442993},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1606576144695282},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.15818652510643005},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:epub.uni-regensburg.de:34068","doi":null,"is_oa":false,"landing_page_url":"https://epub.uni-regensburg.de/34068/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:nrl.northumbria.ac.uk:26643","doi":null,"is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/26643/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.5666999816894531,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W68368648","https://openalex.org/W2017116832","https://openalex.org/W2058837810","https://openalex.org/W2125884465","https://openalex.org/W2158822657","https://openalex.org/W2160385855"],"related_works":["https://openalex.org/W4410705193","https://openalex.org/W1890522088","https://openalex.org/W4312545807","https://openalex.org/W4302331541","https://openalex.org/W2501823910","https://openalex.org/W3070732070","https://openalex.org/W6958147446","https://openalex.org/W4322631287","https://openalex.org/W7169622880","https://openalex.org/W4224313642"],"abstract_inverted_index":{"Lifestyle-related":[0],"illnesses":[1],"such":[2,103],"as":[3,33,55],"diabetes":[4],"and":[5,19,86,120,131,173],"obesity":[6],"are":[7,92],"a":[8,34,58,68,99,106],"major":[9,107],"problem":[10,164],"in":[11,94,160],"the":[12,80,109,162],"modern":[13],"world":[14],"but":[15],"can":[16,66,165],"be":[17,166],"prevented":[18],"sometimes":[20],"even":[21],"reversed":[22],"through":[23],"good":[24],"nutrition":[25],"[3].":[26],"Food":[27],"recommender":[28],"systems":[29,104],"have":[30,105],"been":[31],"touted":[32],"potential":[35],"means":[36,113],"to":[37,51,97,127,133,147,168],"assist":[38],"people":[39],"nourish":[40],"themselves":[41],"more":[42,77],"healthily":[43],"e.g.":[44],"[2,":[45],"5].":[46],"Anecdotally":[47],"it":[48,75],"makes":[49],"sense":[50],"utilise":[52],"food":[53,121],"recommenders":[54],"part":[56],"of":[57,124],"strategy":[59],"for":[60,118],"behavioural":[61],"change":[62,69,85],"because":[63],"if":[64],"you":[65],"suggest":[67],"that":[70,79,84],"is":[71],"less":[72],"painful":[73],"then":[74],"seems":[76],"likely":[78],"user":[81,116,176],"will":[82],"accept":[83],"stick":[87],"with":[88],"it.":[89],"If":[90],"we":[91,155],"interested":[93],"recommending":[95],"meals":[96,137,142],"provide":[98],"balanced":[100],"diet,":[101],"however,":[102],"limitation:":[108],"way":[110],"they":[111,114],"work":[112],"learn":[115],"preferences":[117],"ingredients":[119],"styles,":[122],"which,":[123],"course,":[125],"leads":[126],"users":[128],"who":[129],"like":[130],"tend":[132],"eat":[134],"fatand":[135,140],"calorie-laden":[136,141],"being":[138],"recommended":[139],"an":[143],"outcome":[144],"not":[145,174],"conducive":[146],"improving":[148],"nutritional":[149,171],"habits.":[150],"In":[151],"this":[152],"position":[153],"statement":[154],"briefly":[156],"outline":[157],"two":[158],"ways":[159],"which":[161],"recommendation":[163],"reformulated":[167],"also":[169],"encompass":[170],"aspects":[172],"just":[175],"preferences.":[177]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
