{"id":"https://openalex.org/W2132676521","doi":"https://doi.org/10.1109/iri.2011.6009540","title":"Association rules mining based approach for Web usage mining","display_name":"Association rules mining based approach for Web usage mining","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2132676521","doi":"https://doi.org/10.1109/iri.2011.6009540","mag":"2132676521"},"language":"en","primary_location":{"id":"doi:10.1109/iri.2011.6009540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2011.6009540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Information Reuse &amp; Integration","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/A5051512120","display_name":"Mohamad Nagi","orcid":null},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mohamad Nagi","raw_affiliation_strings":["School of Computing, University of Bradford, Bradford, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111911977","display_name":"Abdallah M. ElSheikh","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":"Abdallah ElSheikh","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039750799","display_name":"Iyad Sleiman","orcid":null},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iyad Sleiman","raw_affiliation_strings":["School of Computing, University of Bradford, Bradford, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068023771","display_name":"Peter Peng","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":"Peter Peng","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088811243","display_name":"Mohammad Rifaie","orcid":null},"institutions":[{"id":"https://openalex.org/I125133608","display_name":"Royal Bank of Canada","ror":"https://ror.org/03hgnwx26","country_code":"CA","type":"other","lineage":["https://openalex.org/I125133608"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Rifaie","raw_affiliation_strings":["RBC Royal Bank, Toronto, ONT, Canada"],"affiliations":[{"raw_affiliation_string":"RBC Royal Bank, Toronto, ONT, Canada","institution_ids":["https://openalex.org/I125133608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040230185","display_name":"Keivan Kianmehr","orcid":null},"institutions":[{"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":["LB"],"is_corresponding":false,"raw_author_name":"Keivan Kianmehr","raw_affiliation_strings":["Department of Computer Science, Global University, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Global University, Beirut, Lebanon","institution_ids":["https://openalex.org/I904090387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034281379","display_name":"Panagiotis Karampelas","orcid":"https://orcid.org/0000-0003-1684-7612"},"institutions":[{"id":"https://openalex.org/I25055547","display_name":"Hellenic American University","ror":"https://ror.org/0423r3m86","country_code":"US","type":"education","lineage":["https://openalex.org/I25055547"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis Karampelas","raw_affiliation_strings":["Department of Information Technology, Hellenic American University, NH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Hellenic American University, NH, USA","institution_ids":["https://openalex.org/I25055547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111509356","display_name":"Mick Ridley","orcid":null},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mick Ridley","raw_affiliation_strings":["School of Computing, University of Bradford, Bradford, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"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":["Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","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":["Department of Computer Science, Global University, Beirut, Lebanon","Department of Computer Science, University of Calgary, Calgary, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Global University, Beirut, Lebanon","institution_ids":["https://openalex.org/I904090387"]},{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5051512120"],"corresponding_institution_ids":["https://openalex.org/I139894009"],"apc_list":null,"apc_paid":null,"fwci":2.9558,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92835836,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"ss 6 3","issue":null,"first_page":"166","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9927999973297119,"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":0.9927999973297119,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9883999824523926,"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/computer-science","display_name":"Computer science","score":0.7681435346603394},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.7203134894371033},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6860876679420471},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6072301864624023},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5469059348106384},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.4858369529247284},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4823414981365204},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4728919565677643},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.4690943956375122},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.3753841817378998},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3244885206222534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681435346603394},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.7203134894371033},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6860876679420471},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6072301864624023},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5469059348106384},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4858369529247284},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4823414981365204},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4728919565677643},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.4690943956375122},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.3753841817378998},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3244885206222534},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iri.2011.6009540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2011.6009540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Information Reuse &amp; Integration","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W6809003","https://openalex.org/W60856054","https://openalex.org/W203782065","https://openalex.org/W1543335880","https://openalex.org/W1567248195","https://openalex.org/W1676985236","https://openalex.org/W1856139385","https://openalex.org/W1996869586","https://openalex.org/W2078174680","https://openalex.org/W2105312312","https://openalex.org/W2111289574","https://openalex.org/W2120970098","https://openalex.org/W2134308336","https://openalex.org/W2136487460","https://openalex.org/W2143810687","https://openalex.org/W2144915001","https://openalex.org/W2149636015","https://openalex.org/W2158601853","https://openalex.org/W2161379016","https://openalex.org/W2162238202","https://openalex.org/W2164253150","https://openalex.org/W2405282077","https://openalex.org/W6600277119","https://openalex.org/W6602452485","https://openalex.org/W6632647636","https://openalex.org/W6633922779","https://openalex.org/W6669911310","https://openalex.org/W6676167598","https://openalex.org/W6681557211","https://openalex.org/W6713532649"],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W2079402849","https://openalex.org/W2083329789","https://openalex.org/W2376574812","https://openalex.org/W2351142401","https://openalex.org/W2051525169"],"abstract_inverted_index":{"The":[0,27,73,93],"web":[1,21],"has":[2],"emerged":[3],"rapidly":[4],"into":[5],"a":[6,114],"valuable":[7],"source":[8],"of":[9,105,137],"information.":[10],"Web":[11],"visitors":[12,51,138],"leave":[13],"trace":[14],"behind":[15],"them":[16],"which":[17],"is":[18,95],"used":[19],"by":[20,103,123],"site":[22,31],"owners":[23,32],"for":[24,49,69],"knowledge":[25,71],"discovery.":[26,72],"latter":[28],"information":[29,39],"guides":[30],"in":[33,40,52,76,87,113,117,158],"deciding":[34],"how":[35,44],"to":[36,45,54,89,96,119,125,139],"organize":[37],"the":[38,47,106,126,128,135,140,148],"their":[41,50,56],"website":[42,142],"and":[43,108,146,163],"provide":[46],"best":[48],"order":[53,88,118],"maximize":[55,120],"profit.":[57],"Various":[58],"mining":[59,82],"techniques":[60],"combined":[61],"with":[62,84],"machine":[63],"learning":[64],"models":[65],"could":[66],"be":[67,111,144,151,166],"employed":[68],"effective":[70],"work":[74],"described":[75],"this":[77],"paper":[78],"utilizes":[79],"association":[80],"rules":[81],"integrated":[83],"fuzziness":[85],"factor":[86],"analyze":[90],"weblog":[91],"data.":[92],"target":[94,149],"find":[97],"pages":[98],"that":[99,155],"are":[100,156],"accessed":[101],"together":[102],"majority":[104],"users":[107,127],"hence":[109,147],"should":[110],"linked":[112],"proper":[115],"way":[116,134],"user":[121],"satisfaction":[122],"providing":[124],"access":[129],"flow":[130],"they":[131],"expect.":[132],"This":[133],"number":[136],"analyzed":[141],"will":[143,150,165],"maximized":[145],"achieved.":[152],"Existing":[153],"systems":[154],"currently":[157],"use,":[159],"such":[160],"as":[161],"AxisLogMiner":[162],"WebMiner,":[164],"analyzed.":[167]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
