{"id":"https://openalex.org/W2161196777","doi":"https://doi.org/10.1109/wse.2002.1134089","title":"Understanding Web usage for dynamic Web-site adaptation: a case study","display_name":"Understanding Web usage for dynamic Web-site adaptation: a case study","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2161196777","doi":"https://doi.org/10.1109/wse.2002.1134089","mag":"2161196777"},"language":"en","primary_location":{"id":"doi:10.1109/wse.2002.1134089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wse.2002.1134089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. Fourth International Workshop on Web Site Evolution","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/A5108792852","display_name":"Nan Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"N. Niu","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048978461","display_name":"Eleni Stroulia","orcid":"https://orcid.org/0000-0002-8784-8236"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"E. Stroulia","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029231135","display_name":"Mohammad El\u2010Ramly","orcid":"https://orcid.org/0000-0002-5076-3829"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. El-Ramly","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8042,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95407129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"53","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/world-wide-web","display_name":"World Wide Web","score":0.7648254036903381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7582063674926758},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.6972442865371704},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.647074818611145},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.5464048981666565},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.5401389598846436},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.5393806099891663},{"id":"https://openalex.org/keywords/web-site","display_name":"Web site","score":0.5178028345108032},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.5076006650924683},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.44765153527259827},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.4427727460861206},{"id":"https://openalex.org/keywords/web-standards","display_name":"Web standards","score":0.44140562415122986},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.424361914396286},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.4185212254524231},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3215881586074829}],"concepts":[{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.7648254036903381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7582063674926758},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.6972442865371704},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.647074818611145},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5464048981666565},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.5401389598846436},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.5393806099891663},{"id":"https://openalex.org/C2984519610","wikidata":"https://www.wikidata.org/wiki/Q35127","display_name":"Web site","level":3,"score":0.5178028345108032},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.5076006650924683},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.44765153527259827},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.4427727460861206},{"id":"https://openalex.org/C182321512","wikidata":"https://www.wikidata.org/wiki/Q1153289","display_name":"Web standards","level":3,"score":0.44140562415122986},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.424361914396286},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.4185212254524231},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3215881586074829},{"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":2,"locations":[{"id":"doi:10.1109/wse.2002.1134089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wse.2002.1134089","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. Fourth International Workshop on Web Site Evolution","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.99.7333","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.99.7333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mcs.le.ac.uk/~mel-ramly/papers/WSE02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W31494419","https://openalex.org/W123092318","https://openalex.org/W176136749","https://openalex.org/W1514499253","https://openalex.org/W1972028939","https://openalex.org/W2050349725","https://openalex.org/W2063771604","https://openalex.org/W2080950999","https://openalex.org/W2082640176","https://openalex.org/W2129538325","https://openalex.org/W2158454296","https://openalex.org/W6607105377","https://openalex.org/W6630705841"],"related_works":["https://openalex.org/W3174726539","https://openalex.org/W2182629206","https://openalex.org/W141438787","https://openalex.org/W2240248956","https://openalex.org/W2622968908","https://openalex.org/W2187544069","https://openalex.org/W1516669359","https://openalex.org/W2546858440","https://openalex.org/W81178530","https://openalex.org/W3139873369"],"abstract_inverted_index":{"Every":[0],"day,":[1],"new":[2,113],"information,":[3],"products":[4],"and":[5,25,44],"services":[6,176],"are":[7,37,100],"being":[8],"offered":[9,177],"by":[10,178],"providers":[11,36],"on":[12,147,186],"the":[13,18,21,26,52,88,155,175,179],"World":[14],"Wide":[15],"Web.":[16],"At":[17],"same":[19],"time,":[20],"number":[22],"of":[23,28,54,67,78,83,90,118,158,163,170],"consumers":[24],"diversity":[27],"their":[29,47],"interests":[30,43],"is":[31,61,75,138],"increasing.":[32],"As":[33],"a":[34,62,148],"result,":[35],"seeking":[38],"ways":[39],"to":[40,45,50,96,111,140,174],"infer":[41,97],"customers'":[42],"adapt":[46],"Web":[48,142,156,180],"sites":[49,143,166],"make":[51],"content":[53],"interest":[55,119],"more":[56],"easily":[57],"accessible.":[58],"Pattern":[59],"mining":[60,130,188],"promising":[63],"approach":[64,137],"in":[65,87],"support":[66],"this":[68,84,122],"goal.":[69],"Assuming":[70],"that":[71,104,144],"past":[72],"navigation":[73,171],"behavior":[74],"an":[76,159],"indicator":[77],"users'":[79],"interests,":[80],"then":[81],"records":[82],"behavior,":[85,172],"kept":[86],"form":[89],"Web-server":[91],"logs,":[92],"can":[93,107,189],"be":[94,108,190],"mined":[95],"what":[98],"users":[99],"interested":[101],"in.":[102],"On":[103],"basis,":[105],"recommendations":[106],"dynamically":[109],"generated,":[110],"help":[112],"Web-site":[114,133],"visitors":[115],"find":[116],"information":[117,146],"faster.":[120],"In":[121],"paper,":[123],"we":[124],"discuss":[125],"our":[126],"experience":[127],"with":[128],"pattern":[129],"for":[131,153],"dynamic":[132],"adaptation.":[134],"Our":[135],"particular":[136],"tailored":[139],"\"focused\"":[141],"offer":[145],"well-defined":[149],"subject,":[150],"such":[151,164],"as,":[152],"example,":[154],"site":[157],"undergraduate":[160],"course.":[161],"Visitors":[162],"focused":[165],"exhibit":[167],"similar":[168],"types":[169],"corresponding":[173],"site;":[181],"therefore,":[182],"page":[183],"recommendation":[184],"based":[185],"usage-pattern":[187],"quite":[191],"effective.":[192]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}