{"id":"https://openalex.org/W2969573839","doi":"https://doi.org/10.1142/s0218001420590247","title":"The Portrait Depiction of the Market Members Based on Data Mining","display_name":"The Portrait Depiction of the Market Members Based on Data Mining","publication_year":2019,"publication_date":"2019-08-21","ids":{"openalex":"https://openalex.org/W2969573839","doi":"https://doi.org/10.1142/s0218001420590247","mag":"2969573839"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001420590247","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001420590247","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","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/A5009273148","display_name":"Jinlan Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinlan Guan","raw_affiliation_strings":["Department of Basic Courses, Guangdong AIB Polytechnic College, Guangzhou Guangdong 510507, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Courses, Guangdong AIB Polytechnic College, Guangzhou Guangdong 510507, P. R. China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068250438","display_name":"Tang Cui-fang","orcid":"https://orcid.org/0000-0003-1064-3432"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cuifang Tang","raw_affiliation_strings":["Guangdong State Reclamation Agricultural, Investment Limited Company, Guangzhou Guangdong 510650, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-1064-3432","affiliations":[{"raw_affiliation_string":"Guangdong State Reclamation Agricultural, Investment Limited Company, Guangzhou Guangdong 510650, P. R. China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008681939","display_name":"Jiequan Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089143","display_name":"Changzhou Vocational Institute of Light Industry","ror":"https://ror.org/005ysj118","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiequan Ou","raw_affiliation_strings":["Guangzhou Light Industry Secondary Vocational School, Guangzhou Guangdong 510507, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Light Industry Secondary Vocational School, Guangzhou Guangdong 510507, P. R. China","institution_ids":["https://openalex.org/I4210089143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009273148"],"corresponding_institution_ids":["https://openalex.org/I4210122543"],"apc_list":null,"apc_paid":null,"fwci":0.3524,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68996837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"34","issue":"07","first_page":"2059024","last_page":"2059024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9782999753952026,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9782999753952026,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/portrait","display_name":"Portrait","score":0.8413100242614746},{"id":"https://openalex.org/keywords/depiction","display_name":"Depiction","score":0.8008222579956055},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6542899012565613},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5911353826522827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5710916519165039},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4856468439102173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4628746807575226},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4244781732559204},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37062394618988037},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2634086012840271},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2451266348361969},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20923322439193726},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12734484672546387},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.10658317804336548},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.10004204511642456},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09766221046447754},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08911165595054626}],"concepts":[{"id":"https://openalex.org/C162462552","wikidata":"https://www.wikidata.org/wiki/Q134307","display_name":"Portrait","level":2,"score":0.8413100242614746},{"id":"https://openalex.org/C2779702343","wikidata":"https://www.wikidata.org/wiki/Q1166770","display_name":"Depiction","level":2,"score":0.8008222579956055},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6542899012565613},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5911353826522827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5710916519165039},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4856468439102173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4628746807575226},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4244781732559204},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37062394618988037},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2634086012840271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2451266348361969},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20923322439193726},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12734484672546387},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.10658317804336548},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.10004204511642456},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09766221046447754},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08911165595054626},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001420590247","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001420590247","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G5859437996","display_name":null,"funder_award_id":"NO:61802267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1969294188","https://openalex.org/W1989267105","https://openalex.org/W2059515884","https://openalex.org/W2297991835","https://openalex.org/W2464913182","https://openalex.org/W2574388714","https://openalex.org/W2602868861","https://openalex.org/W2604701874","https://openalex.org/W2763163816","https://openalex.org/W2768498276","https://openalex.org/W2793931619","https://openalex.org/W2804690737","https://openalex.org/W2888806483","https://openalex.org/W3174128382","https://openalex.org/W6600558321","https://openalex.org/W6602789111","https://openalex.org/W6606871998"],"related_works":["https://openalex.org/W2354497654","https://openalex.org/W1521279281","https://openalex.org/W1925626449","https://openalex.org/W3012686786","https://openalex.org/W2375460546","https://openalex.org/W4239616774","https://openalex.org/W2112416132","https://openalex.org/W170685810","https://openalex.org/W1978454457","https://openalex.org/W2775654505"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,14,29,39,52,70,92],"problem":[3],"of":[4,6,18,41,46,78],"portrait":[5],"members":[7,47],"in":[8],"shopping":[9,93],"malls,":[10],"this":[11],"paper":[12],"analyzes":[13],"similarities":[15],"and":[16,24,27,56,66,86],"differences":[17],"consumption":[19,53],"behaviors":[20],"between":[21],"member":[22,64],"groups":[23],"nonmember":[25],"groups,":[26],"constructs":[28],"LRFMC":[30],"model":[31,59],"with":[32],"[Formula:":[33],"see":[34],"text]-means":[35],"algorithm":[36,58],"to":[37,51,62,68,91],"analyze":[38],"value":[40],"membership.":[42],"Second,":[43],"active":[44],"states":[45,65],"are":[48,80],"divided":[49],"according":[50],"time":[54],"interval,":[55],"KNN":[57],"is":[60],"established":[61],"predict":[63,69],"used":[67],"membership":[71],"status.":[72],"Finally,":[73],"it":[74],"discusses":[75],"which":[76],"types":[77],"goods":[79],"more":[81,89],"suitable":[82],"for":[83],"promotional":[84],"activities":[85],"can":[87],"bring":[88],"profits":[90],"mall.":[94]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
