{"id":"https://openalex.org/W2892686272","doi":"https://doi.org/10.1145/3240323.3240411","title":"Sustainability at scale","display_name":"Sustainability at scale","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2892686272","doi":"https://doi.org/10.1145/3240323.3240411","mag":"2892686272"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240411","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046305810","display_name":"Sabina Tomkins","orcid":"https://orcid.org/0000-0002-2632-8173"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabina Tomkins","raw_affiliation_strings":["UC Santa Cruz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Santa Cruz","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054767879","display_name":"Steven Isley","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven Isley","raw_affiliation_strings":["Amazon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon","institution_ids":["https://openalex.org/I4210089985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047338645","display_name":"Ben London","orcid":"https://orcid.org/0009-0001-9515-5456"},"institutions":[{"id":"https://openalex.org/I4210089985","display_name":"Amazon (Germany)","ror":"https://ror.org/00b9ktm87","country_code":"DE","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210089985"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ben London","raw_affiliation_strings":["Amazon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon","institution_ids":["https://openalex.org/I4210089985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086169451","display_name":"Lise Getoor","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lise Getoor","raw_affiliation_strings":["UC Santa Cruz"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Santa Cruz","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.2205,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.98220199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10880","display_name":"Environmental Sustainability in Business","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T14055","display_name":"Consumer Packaging Perceptions and Trends","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/sustainability","display_name":"Sustainability","score":0.889110803604126},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.683516263961792},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6605342626571655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496623754501343},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5676354169845581},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5522015690803528},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5422128438949585},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5261849164962769},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.52486652135849},{"id":"https://openalex.org/keywords/sustainable-products","display_name":"Sustainable products","score":0.4526004195213318},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.38088780641555786},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3657951354980469},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3561946749687195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17425844073295593},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1536913514137268}],"concepts":[{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.889110803604126},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.683516263961792},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6605342626571655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496623754501343},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5676354169845581},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5522015690803528},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5422128438949585},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5261849164962769},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.52486652135849},{"id":"https://openalex.org/C502907923","wikidata":"https://www.wikidata.org/wiki/Q7649686","display_name":"Sustainable products","level":3,"score":0.4526004195213318},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.38088780641555786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3657951354980469},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3561946749687195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17425844073295593},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1536913514137268},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3240323.3240411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3240323.3240411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3240323.3240411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4399999976158142,"display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G3667867886","display_name":"TRIPODS: Towards a Unified Theory of Structure, Incompleteness & Uncertainty in Heterogeneous Graphs","funder_award_id":"1740850","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6706293736","display_name":"III: Medium: Collaborative Research: A Unified and Declarative Approach to Causal Analysis for Big Data","funder_award_id":"1703331","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8572974028","display_name":null,"funder_award_id":"81389-444168, 81383-444168","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892686272.pdf","grobid_xml":"https://content.openalex.org/works/W2892686272.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1542664738","https://openalex.org/W1950900001","https://openalex.org/W1965583749","https://openalex.org/W1994389483","https://openalex.org/W1998111121","https://openalex.org/W2032717442","https://openalex.org/W2033373063","https://openalex.org/W2039644859","https://openalex.org/W2072625235","https://openalex.org/W2072983215","https://openalex.org/W2078077896","https://openalex.org/W2078488685","https://openalex.org/W2080872963","https://openalex.org/W2081768880","https://openalex.org/W2183921988","https://openalex.org/W2516360468","https://openalex.org/W2749515178","https://openalex.org/W2963572185","https://openalex.org/W2991849786"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W2066052364","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W1832286910","https://openalex.org/W3189695768","https://openalex.org/W2617042788","https://openalex.org/W2891624093"],"abstract_inverted_index":{"Finding":[0],"sustainable":[1,27,75],"products":[2,40,76],"and":[3,48,52,77,79,117],"evaluating":[4],"their":[5],"claims":[6],"is":[7,31],"a":[8,44,65],"significant":[9],"barrier":[10],"facing":[11],"sustainability-minded":[12],"customers.":[13],"Tools":[14],"that":[15,69],"reduce":[16],"both":[17],"these":[18,39,81],"burdens":[19],"are":[20,43],"likely":[21],"to":[22,33,73,83],"boost":[23],"the":[24,35,95],"sale":[25],"of":[26,38,46,50],"products.":[28,118],"However,":[29],"it":[30],"difficult":[32],"determine":[34],"sustainability":[36,113],"characteristics":[37],"---":[41],"there":[42],"variety":[45],"certifications":[47],"definitions":[49],"sustainability,":[51],"quality":[53],"labeling":[54],"requires":[55],"input":[56],"from":[57,94],"domain":[58,71],"experts.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"propose":[64],"flexible":[66],"probabilistic":[67],"framework":[68],"uses":[70,80],"knowledge":[72],"identify":[74],"customers,":[78],"labels":[82],"predict":[84],"customer":[85],"purchases.":[86],"We":[87],"evaluate":[88],"our":[89],"approach":[90,100],"on":[91],"grocery":[92],"items":[93],"Amazon":[96],"catalog.":[97],"Our":[98],"proposed":[99],"outperforms":[101],"established":[102],"recommender":[103],"system":[104],"models":[105],"in":[106],"predicting":[107],"future":[108],"purchases":[109],"while":[110],"jointly":[111],"inferring":[112],"scores":[114],"for":[115],"customers":[116]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}