{"id":"https://openalex.org/W2604325789","doi":"https://doi.org/10.1145/3038912.3052573","title":"Investigating the Healthiness of Internet-Sourced Recipes","display_name":"Investigating the Healthiness of Internet-Sourced Recipes","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2604325789","doi":"https://doi.org/10.1145/3038912.3052573","mag":"2604325789"},"language":"en","primary_location":{"id":"doi:10.1145/3038912.3052573","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052573","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3038912.3052573","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068502672","display_name":"Christoph Trattner","orcid":"https://orcid.org/0000-0002-1193-0508"},"institutions":[{"id":"https://openalex.org/I150545927","display_name":"MODUL University Vienna","ror":"https://ror.org/04v2brz27","country_code":"AT","type":"education","lineage":["https://openalex.org/I150545927"]},{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Christoph Trattner","raw_affiliation_strings":["MODUL University Vienna &amp; Know-Center, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"MODUL University Vienna &amp; Know-Center, Vienna, Austria","institution_ids":["https://openalex.org/I150545927","https://openalex.org/I4210088621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041921674","display_name":"David Elsweiler","orcid":"https://orcid.org/0000-0002-5791-0641"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Elsweiler","raw_affiliation_strings":["University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068502672"],"corresponding_institution_ids":["https://openalex.org/I150545927","https://openalex.org/I4210088621"],"apc_list":null,"apc_paid":null,"fwci":23.2603,"has_fulltext":false,"cited_by_count":153,"citation_normalized_percentile":{"value":0.99444526,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10866","display_name":"Nutritional Studies and Diet","score":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.8997637033462524},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7463266253471375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6725560426712036},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5791133642196655},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5487816333770752},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5443517565727234},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38544607162475586},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3421010971069336},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3227531909942627}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.8997637033462524},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7463266253471375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6725560426712036},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5791133642196655},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5487816333770752},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5443517565727234},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38544607162475586},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3421010971069336},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3227531909942627},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3038912.3052573","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052573","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3038912.3052573","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3038912.3052573","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W329035174","https://openalex.org/W1486317198","https://openalex.org/W1900820545","https://openalex.org/W1974289028","https://openalex.org/W1981174941","https://openalex.org/W1987425720","https://openalex.org/W1987431925","https://openalex.org/W2001488574","https://openalex.org/W2017116832","https://openalex.org/W2040192631","https://openalex.org/W2042281163","https://openalex.org/W2069782686","https://openalex.org/W2084261434","https://openalex.org/W2101409192","https://openalex.org/W2115709314","https://openalex.org/W2115730652","https://openalex.org/W2120025431","https://openalex.org/W2124095343","https://openalex.org/W2125143698","https://openalex.org/W2131440803","https://openalex.org/W2134688013","https://openalex.org/W2140310134","https://openalex.org/W2143470272","https://openalex.org/W2182359391","https://openalex.org/W2251852685","https://openalex.org/W2276076611","https://openalex.org/W2346004016","https://openalex.org/W2396474736","https://openalex.org/W2397555678","https://openalex.org/W2405228752","https://openalex.org/W2463652071","https://openalex.org/W2469850813","https://openalex.org/W2470357003","https://openalex.org/W2501823910","https://openalex.org/W2511134733","https://openalex.org/W2588144523","https://openalex.org/W3202522595","https://openalex.org/W4255558293","https://openalex.org/W6713591963"],"related_works":["https://openalex.org/W3161239248","https://openalex.org/W258429745","https://openalex.org/W2740181000","https://openalex.org/W2561508161","https://openalex.org/W3123969856","https://openalex.org/W1584543623","https://openalex.org/W2098178683","https://openalex.org/W2740680361","https://openalex.org/W3195543079","https://openalex.org/W3187068967"],"abstract_inverted_index":{"Food":[0,88],"recommenders":[1],"have":[2],"the":[3,8,26,36,61,64,71,80,85,102,118,121,132,143,188,196,206,212,221],"potential":[4],"to":[5,19,60,101,138,150,179,202,235],"positively":[6],"influence":[7,29],"eating":[9],"habits":[10],"of":[11,63,73,104,190,198,205,214],"users.":[12,203],"To":[13],"achieve":[14],"this,":[15],"however,":[16,166],"we":[17,54,69,92,107,172,185,228],"need":[18],"understand":[20],"how":[21,56,98,231],"healthy":[22,145,199,241],"recommendations":[23],"are":[24,123,176],"and":[25,40,45,84,97,155],"factors":[27],"which":[28,171],"this.":[30],"Focusing":[31],"on":[32,131,157,225],"two":[33],"approaches":[34,216],"from":[35,52,79],"literature":[37],"(single":[38],"item":[39],"daily":[41],"meal":[42,191],"plan":[43],"recommendation)":[44],"utilizing":[46],"a":[47],"large":[48],"Internet":[49],"sourced":[50],"dataset":[51],"Allrecipes.com,":[53],"show":[55,173,186],"algorithmic":[57],"solutions":[58],"relate":[59,100],"healthiness":[62,72,103],"underlying":[65],"recipe":[66,222],"collection.":[67,223],"First,":[68],"analyze":[70],"Allrecipes.com":[74],"recipes":[75,119],"using":[76],"nutritional":[77],"standards":[78],"World":[81],"Health":[82],"Organisation":[83],"United":[86],"Kingdom":[87],"Standards":[89],"Agency.":[90],"Second,":[91],"investigate":[93],"user":[94],"interaction":[95],"patterns":[96],"these":[99],"recipes.":[105,146],"Third,":[106],"experiment":[108,175],"with":[109,142,167],"both":[110,215],"recommendation":[111,238],"approaches.":[112],"Our":[113],"results":[114],"indicate":[115],"that":[116,187,211],"overall":[117],"in":[120,135],"collection":[122],"quite":[124],"unhealthy,":[125],"but":[126],"this":[127],"varies":[128],"across":[129],"categories":[130],"website.":[133],"Users":[134],"general":[136],"tend":[137,149],"interact":[139],"most":[140],"often":[141],"least":[144],"Recommender":[147],"algorithms":[148,181],"score":[151],"popular":[152],"items":[153],"highly":[154],"thus":[156],"average":[158],"promote":[159,240],"unhealthy":[160],"items.":[161],"This":[162],"can":[163,193],"be":[164],"tempered,":[165],"simple":[168],"post-filtering":[169],"approaches,":[170],"by":[174,220],"better":[177],"suited":[178],"some":[180],"than":[182],"others.":[183],"Similarly,":[184],"generation":[189],"plans":[192],"dramatically":[194],"increase":[195],"number":[197],"options":[200],"open":[201],"One":[204],"main":[207],"findings":[208,227],"is,":[209],"nevertheless,":[210],"utility":[213],"is":[217],"strongly":[218],"restricted":[219],"Based":[224],"our":[226],"draw":[229],"conclusions":[230],"researchers":[232],"should":[233],"attempt":[234],"make":[236],"food":[237],"systems":[239],"nutrition.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
