{"id":"https://openalex.org/W3110400421","doi":"https://doi.org/10.3390/info11120551","title":"Penalty-Enhanced Utility-Based Multi-Criteria Recommendations","display_name":"Penalty-Enhanced Utility-Based Multi-Criteria Recommendations","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3110400421","doi":"https://doi.org/10.3390/info11120551","mag":"3110400421"},"language":"en","primary_location":{"id":"doi:10.3390/info11120551","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info11120551","pdf_url":"https://www.mdpi.com/2078-2489/11/12/551/pdf?version=1606381611","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/11/12/551/pdf?version=1606381611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051900701","display_name":"Yong Zheng","orcid":"https://orcid.org/0000-0003-4990-4580"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yong Zheng","raw_affiliation_strings":["Department of Information Technology and Management, College of Computing Illinois Institute of Technology, Chicago, IL 60616, USA"],"raw_orcid":"https://orcid.org/0000-0003-4990-4580","affiliations":[{"raw_affiliation_string":"Department of Information Technology and Management, College of Computing Illinois Institute of Technology, Chicago, IL 60616, USA","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051900701"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":1.1189,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85846503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"12","first_page":"551","last_page":"551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11106","display_name":"Data Management and Algorithms","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885372042655945},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7725050449371338},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5568634867668152},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5084758996963501},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4251667559146881},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2891235053539276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885372042655945},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7725050449371338},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5568634867668152},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5084758996963501},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4251667559146881},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2891235053539276},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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":3,"locations":[{"id":"doi:10.3390/info11120551","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info11120551","pdf_url":"https://www.mdpi.com/2078-2489/11/12/551/pdf?version=1606381611","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a5d5c52339744d49e493ccc5e364997","is_oa":false,"landing_page_url":"https://doaj.org/article/2a5d5c52339744d49e493ccc5e364997","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 11, Iss 12, p 551 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/11/12/551/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info11120551","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 11; Issue 12; Pages: 551","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info11120551","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info11120551","pdf_url":"https://www.mdpi.com/2078-2489/11/12/551/pdf?version=1606381611","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3110400421.pdf","grobid_xml":"https://content.openalex.org/works/W3110400421.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W153250912","https://openalex.org/W196422389","https://openalex.org/W281665770","https://openalex.org/W1530276735","https://openalex.org/W1537808693","https://openalex.org/W1546447935","https://openalex.org/W1560147776","https://openalex.org/W1587294773","https://openalex.org/W1791963397","https://openalex.org/W1820051232","https://openalex.org/W1936100331","https://openalex.org/W1956050896","https://openalex.org/W1967174192","https://openalex.org/W2003281694","https://openalex.org/W2033009633","https://openalex.org/W2034321226","https://openalex.org/W2043299430","https://openalex.org/W2054141820","https://openalex.org/W2059440906","https://openalex.org/W2084127140","https://openalex.org/W2085276903","https://openalex.org/W2105953200","https://openalex.org/W2116206254","https://openalex.org/W2125442594","https://openalex.org/W2132504805","https://openalex.org/W2143160289","https://openalex.org/W2145360759","https://openalex.org/W2147131251","https://openalex.org/W2152195021","https://openalex.org/W2161160262","https://openalex.org/W2295072097","https://openalex.org/W2296244148","https://openalex.org/W2543580944","https://openalex.org/W2579393094","https://openalex.org/W2594080473","https://openalex.org/W2642185103","https://openalex.org/W2792778949","https://openalex.org/W2808955393","https://openalex.org/W2824407413","https://openalex.org/W2904467883","https://openalex.org/W2942878061","https://openalex.org/W2946777347","https://openalex.org/W2952153373","https://openalex.org/W4245605774","https://openalex.org/W4302313152","https://openalex.org/W6606174720","https://openalex.org/W6633543148","https://openalex.org/W6638374719","https://openalex.org/W6640243829","https://openalex.org/W6682975109"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W44246808"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,17],"have":[2],"been":[3,47],"successfully":[4],"applied":[5],"to":[6,19,31,69,81],"assist":[7],"decision":[8],"making":[9],"in":[10,29,62],"multiple":[11,25,90],"domains":[12],"and":[13,52],"applications.":[14],"Multi-criteria":[15],"recommender":[16],"try":[18],"take":[20],"the":[21,34,37,41,56,63,70,96,99,104,107,114,117,121,124],"user":[22],"preferences":[23],"on":[24,89,123],"criteria":[26],"into":[27],"consideration,":[28],"order":[30],"further":[32],"improve":[33],"quality":[35],"of":[36,58,98,106,116,126],"recommendations.":[38],"Most":[39],"recently,":[40],"utility-based":[42],"multi-criteria":[43],"recommendation":[44,71],"approach":[45],"has":[46],"proposed":[48,100,108],"as":[49],"an":[50],"effective":[51],"promising":[53],"solution.":[54],"However,":[55],"issue":[57,125],"over-/under-expectations":[59],"was":[60],"ignored":[61],"approach,":[64],"which":[65],"may":[66],"bring":[67],"risks":[68],"model.":[72],"In":[73,102],"this":[74,83],"paper,":[75],"we":[76],"propose":[77],"a":[78],"penalty-enhanced":[79],"model":[80],"alleviate":[82],"issue.":[84],"Our":[85],"experimental":[86],"results":[87],"based":[88],"real-world":[91],"data":[92],"sets":[93],"can":[94,110],"demonstrate":[95],"effectiveness":[97],"solutions.":[101],"addition,":[103],"outcomes":[105],"solution":[109],"also":[111],"help":[112],"explain":[113],"characteristics":[115],"applications":[118],"by":[119],"observing":[120],"treatment":[122],"over-/under-expectations.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
