{"id":"https://openalex.org/W4307165914","doi":"https://doi.org/10.3233/jifs-221236","title":"Optimization on the recommender system of the third-party platform in new retailing","display_name":"Optimization on the recommender system of the third-party platform in new retailing","publication_year":2022,"publication_date":"2022-10-21","ids":{"openalex":"https://openalex.org/W4307165914","doi":"https://doi.org/10.3233/jifs-221236"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-221236","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-221236","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5034228973","display_name":"Yuqian Zhou","orcid":"https://orcid.org/0000-0001-6629-6148"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqian Zhou","raw_affiliation_strings":["Hefei Xingtai Financial Holdings (Group) Co., Ltd., Hefei, China","Post-Doctoral Station of Management Science and Engineering, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei Xingtai Financial Holdings (Group) Co., Ltd., Hefei, China","institution_ids":[]},{"raw_affiliation_string":"Post-Doctoral Station of Management Science and Engineering, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391416","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0001-6928-8725"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Wang","raw_affiliation_strings":["School of Management, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404043","display_name":"Qing Li","orcid":"https://orcid.org/0000-0001-9612-4718"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Hefei Xingtai Financial Holdings (Group) Co., Ltd., Hefei, China","Post-Doctoral Station of Applied Econometrics, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Hefei Xingtai Financial Holdings (Group) Co., Ltd., Hefei, China","institution_ids":[]},{"raw_affiliation_string":"Post-Doctoral Station of Applied Econometrics, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100391416"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14358822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":"2","first_page":"1957","last_page":"1975"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965000152587891,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965000152587891,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9873999953269958,"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/recommender-system","display_name":"Recommender system","score":0.8511404991149902},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.8336949348449707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7255610823631287},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.6704940795898438},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3847895562648773},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23100566864013672},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20154529809951782},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.18373018503189087},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11388647556304932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10714176297187805},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07944166660308838}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8511404991149902},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.8336949348449707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7255610823631287},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.6704940795898438},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3847895562648773},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23100566864013672},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20154529809951782},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18373018503189087},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11388647556304932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10714176297187805},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07944166660308838}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-221236","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-221236","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1660390307","https://openalex.org/W1966553486","https://openalex.org/W2014369282","https://openalex.org/W2086805993","https://openalex.org/W2341865734","https://openalex.org/W2502170570","https://openalex.org/W2611791389","https://openalex.org/W2751933316","https://openalex.org/W2802642817","https://openalex.org/W2903787863","https://openalex.org/W2938264922","https://openalex.org/W2950047189","https://openalex.org/W2950165649","https://openalex.org/W2974381047","https://openalex.org/W3002041203","https://openalex.org/W3088694085","https://openalex.org/W3093530539","https://openalex.org/W3109958245","https://openalex.org/W3113111320","https://openalex.org/W3114859621","https://openalex.org/W3118029119","https://openalex.org/W3123446930","https://openalex.org/W3125601989","https://openalex.org/W3125617916","https://openalex.org/W3125700694","https://openalex.org/W3138892912","https://openalex.org/W3147839150","https://openalex.org/W3188332554","https://openalex.org/W3202011673","https://openalex.org/W3216465432","https://openalex.org/W4210533392","https://openalex.org/W4225475674","https://openalex.org/W6693486601"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W2150182025","https://openalex.org/W4246980185","https://openalex.org/W4317039510","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"Hema":[2],"Freshs":[3],"new-retail":[4],"case,":[5],"we":[6],"noticed":[7],"that":[8],"an":[9,96],"effective":[10],"recommender":[11,58],"system":[12,64,231],"is":[13,99,107,187,198,203,232,245],"a":[14,102,136,164,266],"common":[15],"way":[16],"to":[17,205,258],"attract":[18],"the":[19,26,35,39,45,54,57,62,67,77,80,86,89,92,111,114,117,123,143,149,152,156,160,171,180,184,191,195,207,212,218,228,242,249,260,272],"consumers\u2019":[20],"purchasing":[21],"behaviors":[22],"and":[23,72,101,126,236,263,268],"thus":[24],"enlarge":[25],"profit":[27,90,112],"of":[28,37,41,56,65,69,79,91,113,122,133,151,158,167,179,211,215,241],"platform":[29,59,82,94,115,140,219,229],"as":[30,32,95,116],"well":[31],"retailers.":[33],"With":[34],"aim":[36],"increasing":[38,53],"benefits":[40],"all":[42],"parties":[43],"in":[44,234],"platform,":[46],"this":[47,75],"paper":[48],"focusing":[49],"on":[50,139],"not":[51],"only":[52],"effectiveness":[55],"but":[60],"also":[61],"evaluation":[63,87,97,178],"measuring":[66],"interests":[68,78],"consumer,":[70],"retailers":[71],"platform.":[73,274],"In":[74],"paper,":[76],"third-party":[81,93,273],"are":[83,145,154,255],"added":[84],"into":[85,200],"system,":[88],"index":[98],"taken":[100,199],"0\u20131":[103],"integer":[104],"programming":[105],"model":[106,125],"established":[108],"which":[109],"sets":[110],"objective":[118],"function.":[119],"The":[120,131,177,223,252],"result":[121],"proposed":[124,224,243],"algorithm":[127,172],"indicate":[128],"that:":[129],"(1)":[130],"relevance":[132],"products":[134,153,161,174,182],"has":[135],"significant":[137],"impact":[138],"recommendation":[141,220,230,270],"when":[142],"consumers":[144,186],"selecting":[146,159],"products.":[147],"When":[148,194],"correlations":[150],"high,":[155],"algorithms":[157],"will":[162],"have":[163],"lower":[165],"capacity":[166],"1%":[168],"compared":[169],"with":[170],"without":[173],"correlations.":[175],"(2)":[176],"target":[181,185],"from":[183,190],"quite":[188],"different":[189],"heterogeneity":[192],"assumptions.":[193],"consumer":[196,208],"presentation":[197],"consideration,":[201],"it":[202],"hard":[204],"evaluate":[206],"presence":[209],"because":[210],"strictly":[213],"requirement":[214],"data":[216],"for":[217,227,271],"system.":[221],"(3)":[222],"two-stage":[225],"solution":[226],"optimized":[233],"time":[235],"space":[237],"complexity.":[238],"Total":[239],"optimization":[240],"method":[244],"30%":[246],"higher":[247],"than":[248],"greedy":[250],"algorithms.":[251],"two":[253],"stages":[254],"combined":[256],"together":[257],"obtain":[259],"approximate":[261],"solution,":[262],"finally":[264],"provide":[265],"reasonable":[267],"feasible":[269]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
