{"id":"https://openalex.org/W3047262733","doi":"https://doi.org/10.1109/mce.2020.2986812","title":"Juice Recipe Recommendation System Using Machine Learning in MEC Environment","display_name":"Juice Recipe Recommendation System Using Machine Learning in MEC Environment","publication_year":2020,"publication_date":"2020-08-04","ids":{"openalex":"https://openalex.org/W3047262733","doi":"https://doi.org/10.1109/mce.2020.2986812","mag":"3047262733"},"language":"en","primary_location":{"id":"doi:10.1109/mce.2020.2986812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2020.2986812","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Consumer Electronics Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5101850140","display_name":"Juyong Lee","orcid":"https://orcid.org/0000-0002-5722-7527"},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Juyong Lee","raw_affiliation_strings":["Sangmyung University"],"affiliations":[{"raw_affiliation_string":"Sangmyung University","institution_ids":["https://openalex.org/I157264075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100416302","display_name":"Jihoon Lee","orcid":"https://orcid.org/0000-0003-3126-9005"},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihoon Lee","raw_affiliation_strings":["Sangmyung University"],"affiliations":[{"raw_affiliation_string":"Sangmyung University","institution_ids":["https://openalex.org/I157264075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101850140"],"corresponding_institution_ids":["https://openalex.org/I157264075"],"apc_list":null,"apc_paid":null,"fwci":2.0572,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90302322,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"5","first_page":"79","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.9854000210762024,"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"}},"topics":[{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.9854000210762024,"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/T14484","display_name":"Technology and Data Analysis","score":0.9811999797821045,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9233999848365784,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8550270795822144},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.723957896232605},{"id":"https://openalex.org/keywords/delegate","display_name":"Delegate","score":0.686766505241394},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6675050258636475},{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.6359396576881409},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4966204762458801},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4750021696090698},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4691908359527588},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4574522078037262},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.4551198482513428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37354838848114014},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36432555317878723},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35582083463668823},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3204463720321655},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.28647950291633606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8550270795822144},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.723957896232605},{"id":"https://openalex.org/C143273055","wikidata":"https://www.wikidata.org/wiki/Q2382794","display_name":"Delegate","level":2,"score":0.686766505241394},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6675050258636475},{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.6359396576881409},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4966204762458801},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4750021696090698},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4691908359527588},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4574522078037262},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.4551198482513428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37354838848114014},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36432555317878723},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35582083463668823},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3204463720321655},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.28647950291633606},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mce.2020.2986812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2020.2986812","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Consumer Electronics Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321376","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2003458432","https://openalex.org/W2007339694","https://openalex.org/W2182396527","https://openalex.org/W2771228328","https://openalex.org/W2796473161"],"related_works":["https://openalex.org/W2018162148","https://openalex.org/W2019527080","https://openalex.org/W2182258112","https://openalex.org/W2031602336","https://openalex.org/W2525414919","https://openalex.org/W4378420671","https://openalex.org/W2285254901","https://openalex.org/W4293567287","https://openalex.org/W4205704103","https://openalex.org/W3042877534"],"abstract_inverted_index":{"The":[0,79],"combination":[1],"of":[2],"machine":[3,12,65,84],"learning":[4,13,85],"with":[5],"healthcare":[6],"services":[7],"is":[8],"emerging.":[9],"However,":[10,47],"when":[11],"functions":[14],"are":[15],"executed":[16],"on":[17,50,109],"resource-constrained":[18],"mobile":[19,75,92,110],"consumer":[20],"devices,":[21],"the":[22,28,35,83,91,98,105],"computing":[23,77,94],"overhead":[24],"will":[25,31],"increase,":[26],"and":[27,86,104],"user":[29,111],"experience":[30],"deteriorate.":[32],"In":[33],"essence,":[34],"existing":[36],"approaches":[37],"delegate":[38],"such":[39],"tasks":[40,89],"to":[41,90],"a":[42,56,64,73],"central":[43],"cloud":[44,52],"data":[45,48,102],"center.":[46],"processing":[49,103],"remote":[51],"servers":[53],"results":[54],"in":[55],"long":[57],"response":[58,99],"latency.":[59],"Therefore,":[60],"this":[61],"article":[62],"proposes":[63],"learning-based":[66],"smart":[67],"recipe":[68,87],"recommendation":[69],"system":[70,81],"that":[71],"uses":[72],"local":[74],"edge":[76,93],"server.":[78],"proposed":[80],"delegates":[82],"search":[88],"server,":[95],"thereby":[96],"reducing":[97],"latency":[100],"for":[101],"computational":[106],"burden":[107],"placed":[108],"devices.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
