{"id":"https://openalex.org/W2119943234","doi":"https://doi.org/10.1109/icdm.2003.1251015","title":"Findings from a practical project concerning Web usage mining","display_name":"Findings from a practical project concerning Web usage mining","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W2119943234","doi":"https://doi.org/10.1109/icdm.2003.1251015","mag":"2119943234"},"language":"en","primary_location":{"id":"doi:10.1109/icdm.2003.1251015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1251015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","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/A5067465048","display_name":"F. Dellmann","orcid":null},"institutions":[{"id":"https://openalex.org/I63274643","display_name":"FH M\u00fcnster","ror":"https://ror.org/00pv45a02","country_code":"DE","type":"education","lineage":["https://openalex.org/I63274643"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F. Dellmann","raw_affiliation_strings":["Fachhochschule M\u00fcnster, Germany","Fachhochschule M\u00fcnster (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule M\u00fcnster, Germany","institution_ids":["https://openalex.org/I63274643"]},{"raw_affiliation_string":"Fachhochschule M\u00fcnster (Germany)","institution_ids":["https://openalex.org/I63274643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071287057","display_name":"H. Wulff","orcid":null},"institutions":[{"id":"https://openalex.org/I63274643","display_name":"FH M\u00fcnster","ror":"https://ror.org/00pv45a02","country_code":"DE","type":"education","lineage":["https://openalex.org/I63274643"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Wulff","raw_affiliation_strings":["Fachhochschule M\u00fcnster, Germany","Fachhochschule M\u00fcnster (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule M\u00fcnster, Germany","institution_ids":["https://openalex.org/I63274643"]},{"raw_affiliation_string":"Fachhochschule M\u00fcnster (Germany)","institution_ids":["https://openalex.org/I63274643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109222170","display_name":"Sandra Schmitz","orcid":null},"institutions":[{"id":"https://openalex.org/I63274643","display_name":"FH M\u00fcnster","ror":"https://ror.org/00pv45a02","country_code":"DE","type":"education","lineage":["https://openalex.org/I63274643"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Schmitz","raw_affiliation_strings":["Fachhochschule M\u00fcnster, Germany","Fachhochschule M\u00fcnster (Germany)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule M\u00fcnster, Germany","institution_ids":["https://openalex.org/I63274643"]},{"raw_affiliation_string":"Fachhochschule M\u00fcnster (Germany)","institution_ids":["https://openalex.org/I63274643"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14496601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"715","last_page":"718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9864000082015991,"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/T11719","display_name":"Data Quality and Management","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7251183986663818},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6336885690689087},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.5695328116416931},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5119953751564026},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.5101409554481506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44806987047195435},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.43501368165016174},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41861429810523987},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41047239303588867},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3766538202762604},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33952194452285767},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.2251637876033783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16389542818069458},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15842542052268982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10809877514839172}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251183986663818},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6336885690689087},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.5695328116416931},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5119953751564026},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.5101409554481506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44806987047195435},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43501368165016174},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41861429810523987},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41047239303588867},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3766538202762604},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33952194452285767},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.2251637876033783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16389542818069458},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15842542052268982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10809877514839172},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdm.2003.1251015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1251015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1483085729","https://openalex.org/W1583640058","https://openalex.org/W1590608329","https://openalex.org/W1594031697","https://openalex.org/W1972978214","https://openalex.org/W1996869586","https://openalex.org/W2015416382","https://openalex.org/W2063771604","https://openalex.org/W2118111172","https://openalex.org/W2149636015"],"related_works":["https://openalex.org/W2397288865","https://openalex.org/W2368524271","https://openalex.org/W4247116873","https://openalex.org/W2576709312","https://openalex.org/W2023657818","https://openalex.org/W2392797073","https://openalex.org/W2384907669","https://openalex.org/W2373120800","https://openalex.org/W4388654424","https://openalex.org/W4254477010"],"abstract_inverted_index":{"In":[0],"a":[1,4],"practical":[2],"project":[3],"statistical":[5],"analysis":[6],"of":[7,12,54],"the":[8,13,21,25,42,51,63],"Web":[9],"log":[10],"files":[11],"domain":[14],"www.volkswagen.de":[15],"was":[16,44],"carried":[17],"out":[18],"by":[19],"using":[20],"CRISP-DM":[22],"procedure.":[23,66],"For":[24],"preprocessing":[26],"phase,":[27],"more":[28],"profound":[29],"findings":[30],"could":[31],"be":[32],"gained":[33],"than":[34],"are":[35],"usually":[36],"described":[37,65],"in":[38,60],"many":[39],"studies.":[40],"Since":[41],"aim":[43],"to":[45,62],"deduce":[46],"significant":[47],"statements":[48],"while":[49],"measuring":[50],"effect,":[52],"tests":[53],"significance":[55],"for":[56],"e-metrics":[57],"were":[58],"used":[59],"addition":[61],"commonly":[64]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}