{"id":"https://openalex.org/W2152403168","doi":"https://doi.org/10.1109/eee.2004.1287314","title":"Mining traveling and purchasing behaviors of customers in electronic commerce environment","display_name":"Mining traveling and purchasing behaviors of customers in electronic commerce environment","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2152403168","doi":"https://doi.org/10.1109/eee.2004.1287314","mag":"2152403168"},"language":"en","primary_location":{"id":"doi:10.1109/eee.2004.1287314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eee.2004.1287314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on e-Technology, e-Commerce and e-Service, 2004. EEE '04. 2004","raw_type":"proceedings-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/A5021653650","display_name":"Yue\u2010Shi Lee","orcid":"https://orcid.org/0000-0002-0073-0447"},"institutions":[{"id":"https://openalex.org/I192703390","display_name":"Ming Chuan University","ror":"https://ror.org/02pgvzy25","country_code":"TW","type":"education","lineage":["https://openalex.org/I192703390"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yue-Shi Lee","raw_affiliation_strings":["Department of CSIE, Ming Chuan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSIE, Ming Chuan University, Taiwan","institution_ids":["https://openalex.org/I192703390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037108143","display_name":"Show-Jane Yen","orcid":"https://orcid.org/0009-0006-5100-5030"},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Show-Jane Yen","raw_affiliation_strings":["Department of CSIE, Fu Jen Catholic University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSIE, Fu Jen Catholic University, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014339553","display_name":"Ghi-Hua Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I192703390","display_name":"Ming Chuan University","ror":"https://ror.org/02pgvzy25","country_code":"TW","type":"education","lineage":["https://openalex.org/I192703390"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ghi-Hua Tu","raw_affiliation_strings":["Department of IM, Ming Chuan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IM, Ming Chuan University, Taiwan","institution_ids":["https://openalex.org/I192703390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084788232","display_name":"Min\u2010Chi Hsieh","orcid":null},"institutions":[{"id":"https://openalex.org/I192703390","display_name":"Ming Chuan University","ror":"https://ror.org/02pgvzy25","country_code":"TW","type":"education","lineage":["https://openalex.org/I192703390"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Min-Chi Hsieh","raw_affiliation_strings":["Department of IM, Ming Chuan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IM, Ming Chuan University, Taiwan","institution_ids":["https://openalex.org/I192703390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021653650"],"corresponding_institution_ids":["https://openalex.org/I192703390"],"apc_list":null,"apc_paid":null,"fwci":4.0352,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94404492,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9822999835014343,"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/T12384","display_name":"Customer churn and segmentation","score":0.9661999940872192,"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/tree-traversal","display_name":"Tree traversal","score":0.8830031156539917},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.8341269493103027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7416818737983704},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6031991243362427},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5937919020652771},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5312131643295288},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.4957050085067749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43284308910369873},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.4315100312232971},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.42016273736953735},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.324393630027771},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.310567170381546},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09484460949897766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07526430487632751}],"concepts":[{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.8830031156539917},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.8341269493103027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7416818737983704},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6031991243362427},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5937919020652771},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5312131643295288},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.4957050085067749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43284308910369873},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.4315100312232971},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.42016273736953735},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.324393630027771},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.310567170381546},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09484460949897766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07526430487632751},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eee.2004.1287314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eee.2004.1287314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on e-Technology, e-Commerce and e-Service, 2004. EEE '04. 2004","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1970265605","https://openalex.org/W2001882724","https://openalex.org/W2064853889","https://openalex.org/W2127222997","https://openalex.org/W2139880890","https://openalex.org/W2144481322","https://openalex.org/W2149483835","https://openalex.org/W3039539181","https://openalex.org/W4252403066","https://openalex.org/W6678581990","https://openalex.org/W6780396083"],"related_works":["https://openalex.org/W2377402383","https://openalex.org/W2380835401","https://openalex.org/W2381912691","https://openalex.org/W2350381577","https://openalex.org/W2353618196","https://openalex.org/W2366394613","https://openalex.org/W2152421698","https://openalex.org/W3139820740","https://openalex.org/W2965923334","https://openalex.org/W2368978463"],"abstract_inverted_index":{"Web":[0,11,26,84,102],"usage":[1,27],"mining":[2,28,62],"is":[3,86],"the":[4,30,40,50,55,58,94,98,109,115],"process":[5],"of":[6,45,57],"extracting":[7],"interesting":[8],"patterns":[9,20],"from":[10],"logs.":[12],"We":[13],"propose":[14],"an":[15],"IPA":[16,36,70,95,110],"(integrating":[17],"path":[18,65],"traversal":[19,66,76],"and":[21,42,63,118],"association":[22,60],"rules)":[23],"model":[24,37,71,96,111],"for":[25],"in":[29,101],"EC":[31],"(electronic":[32],"commerce)":[33],"environment.":[34],"The":[35,69,104],"takes":[38],"both":[39],"traveling":[41],"purchasing":[43,119],"behaviors":[44],"customers":[46],"into":[47],"consideration":[48],"at":[49],"same":[51],"time":[52],"to":[53,89],"overcome":[54],"disadvantages":[56],"pure":[59,64],"rule":[61],"pattern":[67],"mining.":[68],"considers":[72],"not":[73],"only":[74],"user":[75],"forward":[77],"information":[78],"but":[79],"also":[80,87],"backward":[81],"information.":[82],"Besides,":[83],"structure":[85],"used":[88],"prune":[90],"unnecessary":[91],"candidates.":[92],"Especially,":[93],"allows":[97],"noise":[99],"exist":[100],"transactions.":[103],"experimental":[105],"results":[106],"show":[107],"that":[108],"can":[112],"correctly":[113],"capture":[114],"user's":[116],"traversing":[117],"behaviors.":[120]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
