{"id":"https://openalex.org/W2012277255","doi":"https://doi.org/10.1080/01969720802634097","title":"USING DATA MINING ALGORITHMS IN WEB PERFORMANCE PREDICTION","display_name":"USING DATA MINING ALGORITHMS IN WEB PERFORMANCE PREDICTION","publication_year":2009,"publication_date":"2009-02-06","ids":{"openalex":"https://openalex.org/W2012277255","doi":"https://doi.org/10.1080/01969720802634097","mag":"2012277255"},"language":"en","primary_location":{"id":"doi:10.1080/01969720802634097","doi":"https://doi.org/10.1080/01969720802634097","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969720802634097","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"},"volume":null,"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/A5021686934","display_name":"Leszek Borzemski","orcid":"https://orcid.org/0000-0001-5307-3818","observed_orcids":["https://orcid.org/0000-0001-5307-3818"]},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Leszek Borzemski","raw_affiliation_strings":["Institute of Computer Science, Wroclaw University of Technology","Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Wroclaw University of Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049465315","display_name":"Marta Kliber","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marta Kliber","raw_affiliation_strings":["Institute of Computer Science, Wroclaw University of Technology","Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Wroclaw University of Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000298366","display_name":"Ziemowit Nowak","orcid":"https://orcid.org/0000-0003-3057-5545","observed_orcids":["https://orcid.org/0000-0003-3057-5545"]},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ziemowit Nowak","raw_affiliation_strings":["Institute of Computer Science, Wroclaw University of Technology","Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Wroclaw University of Technology","institution_ids":[]},{"raw_affiliation_string":"Institute of Computer Science , Wroc\u0142aw University of Technology , Wroc\u0142aw , Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021686934"],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":null,"apc_paid":null,"fwci":2.6413,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92725983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"40","issue":"2","first_page":"176","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.38530001044273376,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.38530001044273376,"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":0.1054999977350235,"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/T11122","display_name":"Online Learning and Analytics","score":0.06369999796152115,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/neural-network","display_name":"artificial neural networks","score":0.5979999899864197},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.9710000157356262},{"id":"https://openalex.org/keywords/time-series-models","display_name":"time series models","score":0.871999979019165},{"id":"https://openalex.org/keywords/sql-server","display_name":"SQL Server","score":0.6460000276565552},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.4959999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995114326477051},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6673594117164612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6575936079025269},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5400941371917725},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.5100844502449036},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43257081508636475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.428053617477417},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42079320549964905},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4194742441177368},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39150702953338623},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3430517315864563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3386807143688202},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.1583438217639923},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14112702012062073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08259764313697815},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/01969720802634097","doi":"https://doi.org/10.1080/01969720802634097","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969720802634097","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1536771403","https://openalex.org/W1549491658","https://openalex.org/W1554754525","https://openalex.org/W1923849620","https://openalex.org/W2001204163","https://openalex.org/W2053929950","https://openalex.org/W2061109653","https://openalex.org/W2084188120","https://openalex.org/W2106453017","https://openalex.org/W2111271243","https://openalex.org/W2124776405","https://openalex.org/W2129952072","https://openalex.org/W2139505957","https://openalex.org/W2149210910","https://openalex.org/W2159028421","https://openalex.org/W3001947519"],"related_works":["https://openalex.org/W3126131865","https://openalex.org/W4253186488","https://openalex.org/W2044344400","https://openalex.org/W1996938127","https://openalex.org/W2083611981","https://openalex.org/W2072507639","https://openalex.org/W2043380045","https://openalex.org/W4231814374","https://openalex.org/W2155964760","https://openalex.org/W2099557065"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,10,30,34,80,95],"application":[4],"of":[5,12,37,40,48],"data":[6,17,23,51,81],"mining":[7,18,52,82],"algorithms":[8,83],"to":[9],"prediction":[11,87],"Web":[13,25],"performance.":[14],"Our":[15],"domain-driven":[16],"uses":[19],"historic":[20],"HTTP":[21],"transactions":[22],"reflecting":[24],"performance":[26],"as":[27],"perceived":[28],"by":[29],"end-users":[31],"located":[32],"in":[33],"Internet":[35],"domain":[36],"Wroclaw":[38],"University":[39],"Technology,":[41],"Wroclaw,":[42],"Poland.":[43],"The":[44,63,89],"predictive":[45],"modeling":[46],"features":[47],"two":[49],"general":[50],"systems,":[53],"Microsoft":[54],"SQL":[55],"Server":[56],"and":[57,70],"IBM":[58],"Intelligent":[59],"Miner,":[60],"are":[61,74,92],"compared.":[62],"neural":[64],"networks,":[65],"decision":[66],"tree,":[67],"time":[68],"series,":[69],"transform":[71,97],"regression":[72,98],"models":[73],"evaluated.":[75],"It":[76],"is":[77],"shown":[78],"that":[79],"return":[84],"quite":[85],"accurate":[86],"results.":[88],"best":[90],"results":[91],"achieved":[93],"using":[94],"IBM's":[96],"algorithm.":[99]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
