{"id":"https://openalex.org/W4387883730","doi":"https://doi.org/10.1109/icc45041.2023.10278602","title":"A Revised Multinomial Logit (RevMNL) Choice Model for Wireless Content Caching Networks","display_name":"A Revised Multinomial Logit (RevMNL) Choice Model for Wireless Content Caching Networks","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387883730","doi":"https://doi.org/10.1109/icc45041.2023.10278602"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10278602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","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/A5034028474","display_name":"Yaru Fu","orcid":"https://orcid.org/0000-0002-6139-7414"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaru Fu","raw_affiliation_strings":["School of Science and Technology, Hong Kong Metropolitan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Hong Kong Metropolitan University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103202168","display_name":"Xinyu Xu","orcid":"https://orcid.org/0000-0002-7880-8478"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Xu","raw_affiliation_strings":["Southern University of Science and Technology,Information System and Management Engineering","Information System and Management Engineering, Southern University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Information System and Management Engineering","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Information System and Management Engineering, Southern University of Science and Technology","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101740387","display_name":"Hanlin Liu","orcid":"https://orcid.org/0000-0002-0995-8384"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanlin Liu","raw_affiliation_strings":["Southern University of Science and Technology,Information System and Management Engineering","Information System and Management Engineering, Southern University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology,Information System and Management Engineering","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Information System and Management Engineering, Southern University of Science and Technology","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030858163","display_name":"Tony Q. S. Quek","orcid":"https://orcid.org/0000-0002-4037-3149"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tony Q. S. Quek","raw_affiliation_strings":["Singapore University of Technology and Design,Information Systems Technology and Design","Information Systems Technology and Design, Singapore University of Technology and Design"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design,Information Systems Technology and Design","institution_ids":["https://openalex.org/I152815399"]},{"raw_affiliation_string":"Information Systems Technology and Design, Singapore University of Technology and Design","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6236","last_page":"6242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7924758195877075},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.666874885559082},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.6042600274085999},{"id":"https://openalex.org/keywords/multinomial-logistic-regression","display_name":"Multinomial logistic regression","score":0.5496467351913452},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5263406038284302},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4748542308807373},{"id":"https://openalex.org/keywords/choice-set","display_name":"Choice set","score":0.46806398034095764},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4677693247795105},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37029457092285156},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3557364344596863},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.14972499012947083},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14726018905639648},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1251986026763916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10298258066177368}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7924758195877075},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.666874885559082},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.6042600274085999},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.5496467351913452},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5263406038284302},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4748542308807373},{"id":"https://openalex.org/C163839840","wikidata":"https://www.wikidata.org/wiki/Q5104043","display_name":"Choice set","level":2,"score":0.46806398034095764},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4677693247795105},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37029457092285156},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3557364344596863},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.14972499012947083},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14726018905639648},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1251986026763916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10298258066177368},{"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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10278602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10278602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G5986808597","display_name":null,"funder_award_id":"UGC/FDS16/E02/22","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W74203006","https://openalex.org/W2117923605","https://openalex.org/W2128951681","https://openalex.org/W2519564973","https://openalex.org/W2739171486","https://openalex.org/W2908566763","https://openalex.org/W2962850461","https://openalex.org/W2980350531","https://openalex.org/W3042446967","https://openalex.org/W3111318367","https://openalex.org/W3126410340","https://openalex.org/W3161603475","https://openalex.org/W3170287615","https://openalex.org/W3193963178","https://openalex.org/W3216889948","https://openalex.org/W6726828059"],"related_works":["https://openalex.org/W3121500017","https://openalex.org/W1994479053","https://openalex.org/W3123357615","https://openalex.org/W2015678840","https://openalex.org/W2062688673","https://openalex.org/W2118655012","https://openalex.org/W4292547526","https://openalex.org/W3007552564","https://openalex.org/W2962678682","https://openalex.org/W2064992158"],"abstract_inverted_index":{"In":[0],"wireless":[1],"caching":[2],"networks,":[3],"users'":[4,30],"content":[5,49,148],"request":[6,31],"behavior":[7,32],"is":[8,22,116,140,159,166],"a":[9,54,110,167],"compelling":[10],"aspect":[11],"for":[12,93],"maximizing":[13],"the":[14,27,34,43,58,61,76,82,94,102,126,133,136,147,155,188,193,201,222],"achievable":[15],"revenue.":[16],"Multinomial":[17],"logit":[18],"(MNL)":[19],"choice":[20,114],"model":[21,40,115],"commonly":[23],"used":[24],"to":[25,51,74,132,161,186,192],"characterize":[26],"relationship":[28],"between":[29],"and":[33,53,79,212],"assortment":[35,47,62,103,138,156],"decision.":[36],"However,":[37],"conventional":[38,223],"MNL":[39,112,224],"assumes":[41],"that":[42,124],"systems":[44],"show":[45],"an":[46,179],"of":[48,203,209],"items":[50,59,95,128],"users,":[52],"user":[55,134],"can":[56],"purchase":[57],"among":[60],"or":[63,90],"leave":[64],"without":[65],"consuming":[66],"anything.":[67],"Yet":[68],"in":[69,84,99,118,207],"most":[70],"cases,":[71],"users":[72],"tend":[73],"observe":[75],"assorted":[77],"items,":[78],"select":[80],"within":[81],"list":[83],"accordance":[85],"with":[86,182],"their":[87],"personal":[88],"preference":[89],"just":[91],"search":[92],"they":[96],"are":[97],"interested":[98],"by":[100],"closing":[101],"set":[104,139],"directly.":[105],"To":[106],"address":[107],"this":[108,119],"issue,":[109],"revised":[111],"(RevMNL)":[113],"proposed":[117],"paper,":[120],"wherein":[121],"we":[122,144,177],"presume":[123],"all":[125],"remaining":[127],"will":[129],"be":[130],"shown":[131],"if":[135],"pre-determined":[137],"unsatisfactory.":[141],"Under":[142],"which,":[143],"mathematically":[145],"derive":[146],"demanding":[149],"probability":[150],"distribution":[151],"per":[152],"user.":[153],"Thereafter,":[154],"decision-making":[157],"problem":[158],"studied":[160],"maximize":[162],"system's":[163],"revenue,":[164],"which":[165],"non-convex":[168],"integer":[169],"programming":[170],"problem.":[171,196],"By":[172],"using":[173],"structure-oriented":[174],"geometric":[175],"properties,":[176],"design":[178],"iterative":[180],"algorithm":[181],"quadratic":[183],"time":[184],"complexity":[185],"obtain":[187],"globally":[189],"optimal":[190],"solution":[191],"formulated":[194],"optimization":[195],"Extensive":[197],"simulation":[198],"results":[199],"validate":[200],"superiority":[202],"our":[204],"devised":[205],"scheme":[206],"terms":[208],"system":[210],"revenue":[211],"cache":[213],"hit":[214],"ratio":[215],"when":[216],"compared":[217],"against":[218],"various":[219],"baselines":[220],"under":[221],"model.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}