{"id":"https://openalex.org/W2898885693","doi":"https://doi.org/10.1109/iccp.2018.8516650","title":"Choice Function-based Constructive Hyper-Heuristic for Generating Personalized Healthy Menu Recommendations","display_name":"Choice Function-based Constructive Hyper-Heuristic for Generating Personalized Healthy Menu Recommendations","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2898885693","doi":"https://doi.org/10.1109/iccp.2018.8516650","mag":"2898885693"},"language":"en","primary_location":{"id":"doi:10.1109/iccp.2018.8516650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2018.8516650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068539651","display_name":"Viorica Rozina Chifu","orcid":"https://orcid.org/0000-0002-5239-9186"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Viorica Rozina Chifu","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022809045","display_name":"Cristina Bianca Pop","orcid":"https://orcid.org/0000-0002-3194-080X"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristina Bianca Pop","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082048405","display_name":"Adrian Birladeanu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Birladeanu","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029395877","display_name":"Nicolae Dragoi","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Nicolae Dragoi","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052747708","display_name":"Ioan Salomie","orcid":"https://orcid.org/0000-0002-7437-8300"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioan Salomie","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12267","display_name":"Diet and metabolism studies","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12267","display_name":"Diet and metabolism studies","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/heuristic","display_name":"Heuristic","score":0.7079054117202759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.690490186214447},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.5969141721725464},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5711964964866638},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47359898686408997},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4435618221759796},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.41478681564331055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3359716236591339},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3291160464286804},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3239011764526367},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.2030019462108612},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16040366888046265},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.15817052125930786}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.7079054117202759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.690490186214447},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.5969141721725464},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5711964964866638},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47359898686408997},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4435618221759796},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.41478681564331055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3359716236591339},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3291160464286804},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3239011764526367},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2030019462108612},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16040366888046265},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.15817052125930786},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"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/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.0},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp.2018.8516650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2018.8516650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6899999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330161","display_name":"Universitatea Tehnic\u0103 din Cluj-Napoca","ror":"https://ror.org/03r8nwp71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2038008500","https://openalex.org/W2591853763","https://openalex.org/W2603500278","https://openalex.org/W2614974857","https://openalex.org/W2784226275","https://openalex.org/W2963918631","https://openalex.org/W6733851301"],"related_works":["https://openalex.org/W2586529194","https://openalex.org/W2130898575","https://openalex.org/W2101174032","https://openalex.org/W1814515812","https://openalex.org/W2097428991","https://openalex.org/W2538664931","https://openalex.org/W2707970877","https://openalex.org/W4379931195","https://openalex.org/W4300124232","https://openalex.org/W2511411307"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,16,44,54,75,78,90,117,123],"Choice":[4],"Function-based":[5],"Constructive":[6],"Hyper-Heuristic":[7],"for":[8,37,60],"generating":[9,29],"personalized":[10,30],"healthy":[11,31],"menu":[12,55,76],"recommendations":[13],"based":[14,105],"on":[15,101,106,116],"person's":[17,79],"nutrition,":[18],"price":[19],"and":[20,66,109,122],"delivery":[21],"time":[22],"constraints.":[23],"We":[24],"model":[25],"the":[26,39,49,64,67,71,85,102],"problem":[27,36],"of":[28,43,46,63,84,119,125],"menus":[32],"as":[33,53],"an":[34],"optimization":[35],"which":[38,74],"search":[40],"space":[41],"consists":[42],"set":[45,118,124],"food":[47,58,126],"packages,":[48],"solution":[50],"is":[51,96],"represented":[52],"containing":[56],"five":[57],"packages":[59,127],"each":[61,82],"meal":[62],"day,":[65],"fitness":[68],"function":[69],"evaluates":[70],"degree":[72],"to":[73,98],"personalizes":[77],"profile.":[80],"In":[81],"step":[83],"proposed":[86],"hyper-heuristic's":[87],"iterative":[88],"phase,":[89],"low":[91],"level":[92],"domain":[93],"independent":[94],"heuristic":[95],"chosen":[97],"be":[99],"applied":[100],"current":[103],"menu,":[104],"its":[107],"affinity":[108],"competence.":[110],"The":[111],"hyper-heuristic":[112],"has":[113],"been":[114],"evaluated":[115],"persons'":[120],"profiles":[121],"developed":[128],"in-house.":[129]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}