{"id":"https://openalex.org/W1985318087","doi":"https://doi.org/10.1145/1806338.1806411","title":"Mining online shopping patterns and communities","display_name":"Mining online shopping patterns and communities","publication_year":2009,"publication_date":"2009-12-14","ids":{"openalex":"https://openalex.org/W1985318087","doi":"https://doi.org/10.1145/1806338.1806411","mag":"1985318087"},"language":"en","primary_location":{"id":"doi:10.1145/1806338.1806411","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1806338.1806411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services","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/A5040230185","display_name":"Keivan Kianmehr","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Keivan Kianmehr","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112108087","display_name":"Xiao Peng","orcid":"https://orcid.org/0009-0005-4919-3274"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"X. Peng","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082941187","display_name":"Chris Luce","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris Luce","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060909915","display_name":"Justin J. Chung","orcid":"https://orcid.org/0000-0001-8058-2255"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Justin Chung","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111424200","display_name":"Pham Nhat Minh","orcid":"https://orcid.org/0009-0007-9825-6117"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nam Pham","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108433145","display_name":"W.K. Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Walter Chung","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["CA","LB"],"is_corresponding":false,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada and Global University, Beirut, Lebanon","University of Calgary, Calgary, Alberta, Canada and Global University, Beirut, Lebanon#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada and Global University, Beirut, Lebanon","institution_ids":["https://openalex.org/I904090387","https://openalex.org/I168635309"]},{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada and Global University, Beirut, Lebanon#TAB#","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020310155","display_name":"Jon Rokne","orcid":"https://orcid.org/0000-0002-3439-2917"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jon Rokne","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103259319","display_name":"Ken Barker","orcid":"https://orcid.org/0000-0001-5452-3825"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ken Barker","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5040230185"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.121869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"400","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9934999942779541,"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":0.9934999942779541,"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/T12384","display_name":"Customer churn and segmentation","score":0.987500011920929,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6904687881469727},{"id":"https://openalex.org/keywords/competitive-advantage","display_name":"Competitive advantage","score":0.6865658760070801},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6547660231590271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618040919303894},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.615937352180481},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4231339693069458},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3349315822124481},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3146016001701355},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1989256739616394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1374969184398651}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6904687881469727},{"id":"https://openalex.org/C58546491","wikidata":"https://www.wikidata.org/wiki/Q1150207","display_name":"Competitive advantage","level":2,"score":0.6865658760070801},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6547660231590271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618040919303894},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.615937352180481},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4231339693069458},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3349315822124481},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3146016001701355},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1989256739616394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1374969184398651},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1806338.1806411","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1806338.1806411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W120264976","https://openalex.org/W1535407890","https://openalex.org/W1542978828","https://openalex.org/W1546650522","https://openalex.org/W1595776529","https://openalex.org/W1601580973","https://openalex.org/W1699833521","https://openalex.org/W1979943645","https://openalex.org/W2005391019","https://openalex.org/W2016743875","https://openalex.org/W2026552514","https://openalex.org/W2095293504","https://openalex.org/W2161903623","https://openalex.org/W2162691596","https://openalex.org/W2432978112","https://openalex.org/W6631916291","https://openalex.org/W6632657173","https://openalex.org/W6636018489","https://openalex.org/W6682042974"],"related_works":["https://openalex.org/W128746893","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W2065998343","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2982449560","https://openalex.org/W2086429535","https://openalex.org/W2110683262"],"abstract_inverted_index":{"The":[0,88],"great":[1,15],"increase":[2],"in":[3,104],"online":[4,10,58],"transactions":[5,68],"and":[6,76,83,102],"the":[7,35,54,61],"thousands":[8],"of":[9,37,56,90],"retailers":[11],"has":[12],"created":[13],"a":[14,27,48,105],"demand":[16,44],"for":[17,26,108],"companies":[18,109],"to":[19,29,41,51,72,94,110],"gain":[20,30,111],"competitive":[21,112],"advantage.":[22,113],"An":[23],"easy":[24],"way":[25],"company":[28],"customer":[31],"advantage":[32],"is":[33,93],"through":[34],"use":[36],"data":[38,63],"mining.":[39],"Due":[40],"this":[42,91,97],"high":[43],"we":[45,69],"have":[46],"developed":[47],"prototypical":[49],"tool":[50],"help":[52],"with":[53],"analysis":[55],"these":[57,67],"transactions.":[59],"From":[60],"raw":[62],"generated":[64],"by":[65,79],"running":[66],"are":[70],"able":[71],"find":[73],"consumer":[74],"trends":[75],"shopping":[77],"patterns":[78],"using":[80],"hierarchical":[81],"clustering":[82],"association":[84],"rules":[85],"mining":[86],"algorithm.":[87],"focus":[89],"research":[92],"demonstrate":[95],"how":[96],"development":[98],"can":[99],"be":[100],"useful":[101],"effective":[103],"business":[106],"situation":[107]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}