{"id":"https://openalex.org/W2010689781","doi":"https://doi.org/10.4304/jcp.6.4.627-634","title":"Research on Classification of E-shopper Based on Neural Networks and Genetic Algorithm","display_name":"Research on Classification of E-shopper Based on Neural Networks and Genetic Algorithm","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2010689781","doi":"https://doi.org/10.4304/jcp.6.4.627-634","mag":"2010689781"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.6.4.627-634","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.6.4.627-634","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5100329446","display_name":"Chong Wang","orcid":"https://orcid.org/0000-0002-4286-4902"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chong Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414706","display_name":"Jian Liu","orcid":"https://orcid.org/0000-0002-8331-0834"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5076153143","display_name":"Yan Qing Wang","orcid":"https://orcid.org/0000-0003-0193-3999"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Qing Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5178,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87977368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987000226974487,"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":0.9987000226974487,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6680362820625305},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6677005887031555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5377137660980225},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5331361293792725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3787290155887604},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34398967027664185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680362820625305},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6677005887031555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5377137660980225},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5331361293792725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3787290155887604},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34398967027664185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.6.4.627-634","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.6.4.627-634","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W69704302","https://openalex.org/W1484413656","https://openalex.org/W1520890006","https://openalex.org/W1570159982","https://openalex.org/W1987022766","https://openalex.org/W1988205006","https://openalex.org/W1996926811","https://openalex.org/W2006544565","https://openalex.org/W2012781445","https://openalex.org/W2023577742","https://openalex.org/W2025072667","https://openalex.org/W2042221698","https://openalex.org/W2056558004","https://openalex.org/W2088731949","https://openalex.org/W2089522649","https://openalex.org/W2136734237","https://openalex.org/W2145470394","https://openalex.org/W2148991744","https://openalex.org/W2149921893","https://openalex.org/W2153028052","https://openalex.org/W2160208155","https://openalex.org/W2171647188"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W2033914206","https://openalex.org/W4210805261"],"abstract_inverted_index":{"With":[0],"the":[1,7,57,60,66,99,109,148],"rapid":[2],"development":[3],"of":[4,22,33,62,68,79,112,122],"online":[5],"shopping,":[6],"ability":[8],"to":[9,107,133,138,152],"intelligently":[10],"collect":[11],"and":[12,42,65,73,131],"analyze":[13],"information":[14],"about":[15],"E-shoppers":[16],"has":[17],"become":[18],"a":[19,30,43,77,89,135,153],"key":[20],"source":[21],"competitive":[23],"advantage":[24],"for":[25,37,47,156],"firms.":[26],"This":[27],"paper":[28],"presents":[29],"optimal":[31,110,127],"algorithm":[32,46,92,104],"modeling":[34],"dynamic":[35,58],"architecture":[36],"artificial":[38],"neural":[39],"networks":[40],"(ANN)":[41],"novel":[44],"machine-learning":[45],"extracting":[48],"rules":[49],"from":[50],"databases":[51],"via":[52],"using":[53],"genetic":[54,91,103],"algorithm.":[55],"In":[56,84],"architecture,":[59],"number":[61,67],"hidden":[63,69],"layers":[64],"nodes":[70],"are":[71],"sequentially":[72],"dynamically":[74],"generated":[75],"until":[76],"level":[78],"performance":[80],"accuracy":[81],"is":[82,93,105,129,144],"reached.":[83],"addition,":[85],"in":[86],"this":[87],"paper,":[88],"new":[90,150],"presented,":[94],"which":[95,117],"does":[96],"not":[97],"need":[98],"computational":[100],"complexity.":[101],"The":[102,126,141],"used":[106,132],"find":[108],"values":[111],"input":[113],"attributes":[114],"Xm":[115],",":[116],"maximizes":[118],"output":[119,123],"function":[120],"\u03c6k":[121],"node":[124],"k.":[125,140],"chromosome":[128],"decoded":[130],"obtain":[134],"rule":[136],"belonging":[137],"class":[139],"better":[142],"result":[143],"achieved":[145],"by":[146],"applying":[147],"two":[149],"algorithms":[151],"given":[154],"database":[155],"e-shoppers":[157],"buying":[158],"computer.":[159]},"counts_by_year":[{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
