{"id":"https://openalex.org/W2992104697","doi":"https://doi.org/10.1142/s0218001420590363","title":"Visual Analysis of Merchandise Sales Trend Based on Online Transaction Log","display_name":"Visual Analysis of Merchandise Sales Trend Based on Online Transaction Log","publication_year":2019,"publication_date":"2019-12-02","ids":{"openalex":"https://openalex.org/W2992104697","doi":"https://doi.org/10.1142/s0218001420590363","mag":"2992104697"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001420590363","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001420590363","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/A5091453862","display_name":"Shidong Yu","orcid":"https://orcid.org/0000-0002-8266-7807"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210095020","display_name":"Yingkou Institute of Technology","ror":"https://ror.org/00se3rd97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095020"]},{"id":"https://openalex.org/I4210120842","display_name":"Shenyang Institute of Computing Technology (China)","ror":"https://ror.org/02xqp7x96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120842"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shidong Yu","raw_affiliation_strings":["Department of Electrical Engineering, Yingkou Institute of Technology, Yingkou 115014, P.\u00a0R.\u00a0China","Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0002-8266-7807","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yingkou Institute of Technology, Yingkou 115014, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210095020"]},{"raw_affiliation_string":"Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210120842","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101749676","display_name":"Dongsheng Yang","orcid":"https://orcid.org/0000-0003-3065-2352"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210120842","display_name":"Shenyang Institute of Computing Technology (China)","ror":"https://ror.org/02xqp7x96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120842"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Yang","raw_affiliation_strings":["Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210120842","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101811366","display_name":"Hao Ying","orcid":"https://orcid.org/0000-0001-6450-6797"},"institutions":[{"id":"https://openalex.org/I4210095020","display_name":"Yingkou Institute of Technology","ror":"https://ror.org/00se3rd97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095020"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Hao","raw_affiliation_strings":["Department of Electrical Engineering, Yingkou Institute of Technology, Yingkou 115014, P.\u00a0R.\u00a0China","Department of Information Science, Dalian Maritime University, Dalian 116026, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yingkou Institute of Technology, Yingkou 115014, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210095020"]},{"raw_affiliation_string":"Department of Information Science, Dalian Maritime University, Dalian 116026, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048254745","display_name":"Mengjia Lian","orcid":"https://orcid.org/0009-0007-6184-5807"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210120842","display_name":"Shenyang Institute of Computing Technology (China)","ror":"https://ror.org/02xqp7x96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120842"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengjia Lian","raw_affiliation_strings":["Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210120842","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057492564","display_name":"Ying Zang","orcid":"https://orcid.org/0000-0002-1361-1500"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210120842","display_name":"Shenyang Institute of Computing Technology (China)","ror":"https://ror.org/02xqp7x96","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210120842"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zang","raw_affiliation_strings":["Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110168, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210120842","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091453862"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210095020","https://openalex.org/I4210120842","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.2041,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56021239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"34","issue":"11","first_page":"2059036","last_page":"2059036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9878000020980835,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9878000020980835,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7581614255905151},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.7358529567718506},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6855306029319763},{"id":"https://openalex.org/keywords/transaction-data","display_name":"Transaction data","score":0.598498523235321},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5155646800994873},{"id":"https://openalex.org/keywords/online-transaction-processing","display_name":"Online transaction processing","score":0.50067138671875},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.47661152482032776},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44290003180503845},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.40262216329574585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32498329877853394},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16917669773101807},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.15969517827033997},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12082889676094055}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7581614255905151},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.7358529567718506},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6855306029319763},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.598498523235321},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5155646800994873},{"id":"https://openalex.org/C191087605","wikidata":"https://www.wikidata.org/wiki/Q1501395","display_name":"Online transaction processing","level":4,"score":0.50067138671875},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.47661152482032776},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44290003180503845},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.40262216329574585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32498329877853394},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16917669773101807},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.15969517827033997},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12082889676094055},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001420590363","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001420590363","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":[],"awards":[{"id":"https://openalex.org/G3760621607","display_name":null,"funder_award_id":"No. 2017ZX01030-201","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1601004891","https://openalex.org/W1997015401","https://openalex.org/W2007546607","https://openalex.org/W2046336997","https://openalex.org/W2066431640","https://openalex.org/W2113864182","https://openalex.org/W2135870748","https://openalex.org/W2142349824","https://openalex.org/W2142865875","https://openalex.org/W2155987906","https://openalex.org/W2197441481","https://openalex.org/W2328364524","https://openalex.org/W2515158665","https://openalex.org/W2752648449","https://openalex.org/W2753396776","https://openalex.org/W2763572577","https://openalex.org/W2963015399"],"related_works":["https://openalex.org/W2989589039","https://openalex.org/W3007554386","https://openalex.org/W2349862564","https://openalex.org/W2143226912","https://openalex.org/W2125608776","https://openalex.org/W2372897440","https://openalex.org/W2126605438","https://openalex.org/W2053104377","https://openalex.org/W2403667029","https://openalex.org/W3007830508"],"abstract_inverted_index":{"Online":[0],"transaction":[1,58,144],"log":[2],"records":[3],"the":[4,8,32,36,42,57,64,73,92,110,115,119,135],"relevant":[5],"information":[6,113],"of":[7,38,45,68,80,85,96,114,134],"users,":[9,39],"commodities":[10,46],"and":[11,72,82,128,132,155,160],"transactions,":[12],"as":[13,15],"well":[14],"changes":[16],"over":[17],"time,":[18],"which":[19,91],"can":[20,47],"help":[21,49],"analysts":[22],"understand":[23],"commodities\u2019":[24],"sales.":[25],"The":[26,78,103,130,146],"existing":[27],"visualization":[28,136,147],"methods":[29,137,148],"mainly":[30],"analyze":[31],"purchase":[33],"behavior":[34],"from":[35],"perspective":[37],"while":[40],"analyzing":[41],"sales":[43,70,86,94,112],"trend":[44,71,87],"better":[48],"merchants":[50],"to":[51,108,151],"make":[52],"business":[53],"decisions.":[54],"Based":[55,117],"on":[56,118],"log,":[59],"this":[60],"paper":[61],"puts":[62],"forward":[63],"visual":[65,123],"analysis":[66,124],"framework":[67],"commodity":[69],"corresponding":[74],"data":[75,95],"processing":[76],"algorithm.":[77],"concepts":[79],"volatility":[81],"dynamic":[83],"performance":[84],"are":[88,98,138],"proposed,":[89],"through":[90],"multi-dimensional":[93],"time-oriented":[97],"displayed":[99],"in":[100],"two-dimensional":[101],"space.":[102],"\u201cFeature":[104],"Ring\u201d":[105],"is":[106,126],"designed":[107,127],"display":[109],"detailed":[111],"products.":[116],"above":[120],"methods,":[121],"a":[122],"system":[125],"implemented.":[129],"usability":[131],"validity":[133],"verified":[139],"by":[140],"using":[141],"JD":[142],"online":[143],"data.":[145],"enable":[149],"manufacturers":[150],"formulate":[152],"production":[153],"plans":[154],"carry":[156],"out":[157],"product":[158],"research":[159],"develop":[161],"better.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
