{"id":"https://openalex.org/W2295343389","doi":"https://doi.org/10.1109/icebe.2015.23","title":"Personalized Recommendation of E-Commerce Website Category Hierarchy Based on Web Usage Mining and Multidimensional Scaling","display_name":"Personalized Recommendation of E-Commerce Website Category Hierarchy Based on Web Usage Mining and Multidimensional Scaling","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2295343389","doi":"https://doi.org/10.1109/icebe.2015.23","mag":"2295343389"},"language":"en","primary_location":{"id":"doi:10.1109/icebe.2015.23","doi":"https://doi.org/10.1109/icebe.2015.23","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icebe.2015.23","pdf_url":null,"source":{"id":"https://openalex.org/S7407088952","display_name":"IEEE International Conference on e-Business Engineering (ICEBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on e-Business Engineering","raw_type":"proceedings-article"},"volume":null,"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/A5108234890","display_name":"Peng Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wu","raw_affiliation_strings":["School of Economics and Management, Nanjing University of Science &Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Nanjing University of Science &Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321601","display_name":"Jiamin Wang","orcid":"https://orcid.org/0000-0003-1689-809X","observed_orcids":["https://orcid.org/0000-0003-1689-809X"]},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamin Wang","raw_affiliation_strings":["School of Economics and Management, Nanjing University of Science &Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Nanjing University of Science &Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026188630","display_name":"Daqing He","orcid":"https://orcid.org/0000-0002-4645-8696","observed_orcids":["https://orcid.org/0000-0002-4645-8696"]},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daqing He","raw_affiliation_strings":["School of Information Sciences, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2858,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55877754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"66","issue":null,"first_page":"80","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9520999789237976,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9520999789237976,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.029100000858306885,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0066999997943639755,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.9779999852180481},{"id":"https://openalex.org/keywords/e-commerce-platforms","display_name":"e-commerce platforms","score":0.8809999823570251},{"id":"https://openalex.org/keywords/category-hierarchy","display_name":"category hierarchy","score":0.9440000057220459},{"id":"https://openalex.org/keywords/web-usage-mining","display_name":"web usage mining","score":0.8820000290870667},{"id":"https://openalex.org/keywords/multidimensional-scaling","display_name":"multidimensional scaling","score":0.9890000224113464},{"id":"https://openalex.org/keywords/user-mental-models","display_name":"user mental models","score":0.972000002861023},{"id":"https://openalex.org/keywords/web-log-data","display_name":"web log data","score":0.9269999861717224},{"id":"https://openalex.org/keywords/user-needs-identification","display_name":"user needs identification","score":0.41499999165534973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.761040210723877},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.7177870273590088},{"id":"https://openalex.org/C91682802","wikidata":"https://www.wikidata.org/wiki/Q620538","display_name":"Multidimensional scaling","level":2,"score":0.6842262744903564},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.6791915893554688},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5886956453323364},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.49727562069892883},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.41393354535102844},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.41261106729507446},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.351871132850647},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3476991057395935},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.28452688455581665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09323209524154663},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icebe.2015.23","doi":"https://doi.org/10.1109/icebe.2015.23","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icebe.2015.23","pdf_url":null,"source":{"id":"https://openalex.org/S7407088952","display_name":"IEEE International Conference on e-Business Engineering (ICEBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Conference on e-Business Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W4563853","https://openalex.org/W93138187","https://openalex.org/W1622437486","https://openalex.org/W1876484133","https://openalex.org/W1969169704","https://openalex.org/W1971898126","https://openalex.org/W1976650435","https://openalex.org/W1992522466","https://openalex.org/W1998862210","https://openalex.org/W2012451152","https://openalex.org/W2017396903","https://openalex.org/W2018551689","https://openalex.org/W2022120051","https://openalex.org/W2026962484","https://openalex.org/W2029513438","https://openalex.org/W2041206926","https://openalex.org/W2044076041","https://openalex.org/W2053793859","https://openalex.org/W2053811285","https://openalex.org/W2063771604","https://openalex.org/W2077083010","https://openalex.org/W2077765863","https://openalex.org/W2083230217","https://openalex.org/W2088928273","https://openalex.org/W2089898254","https://openalex.org/W2095247028","https://openalex.org/W2107375983","https://openalex.org/W2118898598","https://openalex.org/W2120121646","https://openalex.org/W2123329666","https://openalex.org/W2131563547","https://openalex.org/W2141027309","https://openalex.org/W2142284002","https://openalex.org/W2143255792","https://openalex.org/W2155880472","https://openalex.org/W2162939048","https://openalex.org/W2168317577","https://openalex.org/W2168747479","https://openalex.org/W2303413189","https://openalex.org/W2393921977","https://openalex.org/W2536744123","https://openalex.org/W3142340966","https://openalex.org/W6792837451"],"related_works":["https://openalex.org/W2506542251","https://openalex.org/W1515282266","https://openalex.org/W3137508267","https://openalex.org/W7025417065","https://openalex.org/W2619000116","https://openalex.org/W2153018069","https://openalex.org/W2744981563","https://openalex.org/W2371580311","https://openalex.org/W7024020984","https://openalex.org/W2165474116"],"abstract_inverted_index":{"The":[0,29,92],"purpose":[1],"of":[2,10,22,58,63,106],"this":[3],"paper":[4],"is":[5,38,99],"to":[6,52,101],"study":[7],"personalized":[8,76,104],"needs":[9,77,105],"e-commerce":[11,36],"website":[12,37,64],"category":[13,32,65,71,108],"hierarchy":[14,66,109],"based":[15,40,67,110],"on":[16,41,68,111],"users'":[17,30,60,75,103],"mental":[18,61],"models":[19,62],"by":[20],"means":[21],"Multidimensional":[23,48],"Scaling":[24,49],"and":[25,46,56,118],"Web":[26,43],"Usage":[27,44],"Mining.":[28],"browsing":[31,70],"paths":[33],"in":[34],"an":[35],"extracted":[39],"the":[42,47,54,59,96],"Mining,":[45],"was":[50],"used":[51],"probe":[53],"structure":[55],"composition":[57],"their":[69],"paths,":[72],"at":[73],"last,":[74],"can":[78],"be":[79],"identified.":[80],"Three":[81],"million":[82],"web":[83,114],"log":[84,115],"data":[85,116],"records":[86],"were":[87],"collected":[88],"for":[89],"experimental":[90,93],"study.":[91],"results":[94],"show":[95],"proposed":[97],"method":[98],"efficient":[100],"discover":[102],"expected":[107],"large":[112],"scale":[113],"automatically":[117],"efficiently.":[119]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}