{"id":"https://openalex.org/W1990146665","doi":"https://doi.org/10.1145/1082983.1083255","title":"Analyzing clusters of web application user sessions","display_name":"Analyzing clusters of web application user sessions","publication_year":2005,"publication_date":"2005-05-17","ids":{"openalex":"https://openalex.org/W1990146665","doi":"https://doi.org/10.1145/1082983.1083255","mag":"1990146665"},"language":"en","primary_location":{"id":"doi:10.1145/1082983.1083255","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1082983.1083255","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-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/A5051187322","display_name":"Sreedevi Sampath","orcid":"https://orcid.org/0000-0001-5727-3649"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sreedevi Sampath","raw_affiliation_strings":["University of Delaware, Newark, Delaware","University of Delaware, Newark, Delaware*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, Delaware","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, Newark, Delaware*","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018952991","display_name":"Sara Sprenkle","orcid":"https://orcid.org/0009-0000-1654-721X"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Sprenkle","raw_affiliation_strings":["University of Delaware, Newark, Delaware","University of Delaware, Newark, Delaware*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, Delaware","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, Newark, Delaware*","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083757387","display_name":"Emily Gibson","orcid":null},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Gibson","raw_affiliation_strings":["University of Delaware, Newark, Delaware","University of Delaware, Newark, Delaware*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, Delaware","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, Newark, Delaware*","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068927917","display_name":"Lori Pollock","orcid":"https://orcid.org/0000-0002-4388-4892"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori Pollock","raw_affiliation_strings":["University of Delaware, Newark, Delaware","University of Delaware, Newark, Delaware*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, Delaware","institution_ids":["https://openalex.org/I86501945"]},{"raw_affiliation_string":"University of Delaware, Newark, Delaware*","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035460359","display_name":"Amie L. Souter","orcid":null},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amie Souter","raw_affiliation_strings":["Drexel University, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2309,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.88066506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"4","first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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/session","display_name":"Session (web analytics)","score":0.8403706550598145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8199250102043152},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8046880960464478},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5185397267341614},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.517579197883606},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.46026092767715454},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44330668449401855},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4296698570251465},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4292915165424347},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.377843976020813},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.320793479681015},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3204675316810608},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.23939815163612366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22749465703964233}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8403706550598145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8199250102043152},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8046880960464478},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5185397267341614},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.517579197883606},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.46026092767715454},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44330668449401855},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4296698570251465},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4292915165424347},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.377843976020813},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.320793479681015},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3204675316810608},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.23939815163612366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22749465703964233},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1082983.1083255","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1082983.1083255","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.118.8345","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.118.8345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cis.udel.edu/~hiper/papers/sampath.tr0514.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.84.2477","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.84.2477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cis.udel.edu/~hiper/papers/sampath.woda05.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/W1588856837","https://openalex.org/W1980157085","https://openalex.org/W1993431753","https://openalex.org/W1998393968","https://openalex.org/W2069942764","https://openalex.org/W2124961838","https://openalex.org/W2125449779","https://openalex.org/W2128158689","https://openalex.org/W2133145636","https://openalex.org/W2145932766","https://openalex.org/W2166766372","https://openalex.org/W4233580922","https://openalex.org/W4233832762"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1485837041","https://openalex.org/W2121171971","https://openalex.org/W3087157779","https://openalex.org/W4306770904","https://openalex.org/W2063068372","https://openalex.org/W2465616004","https://openalex.org/W1975149427","https://openalex.org/W2014039252","https://openalex.org/W1497541053"],"abstract_inverted_index":{"User":[0],"sessions":[1,24,31,51,56,104],"provide":[2],"valuable":[3],"insight":[4],"into":[5],"the":[6,26,39,46,78,107,111,116,157],"dynamic":[7,88,113],"behavior":[8,89,114],"of":[9,48,87,96,115,123,147,156],"web":[10,148],"applications.":[11],"They":[12],"also":[13,126,138],"play":[14],"a":[15],"key":[16],"role":[17],"in":[18,25,154],"user-session-based":[19],"testing,":[20],"which":[21],"gathers":[22],"user":[23,50,55,97,159],"field":[27],"and":[28,41,110,130,164],"replays":[29],"selected":[30],"to":[32,100,141],"test":[33,131],"an":[34],"evolving":[35],"application.":[36],"To":[37],"decrease":[38],"testing":[40],"analysis":[42,95,125],"effort,":[43],"testers":[44],"reduce":[45],"set":[47],"collected":[49],"by":[52,57,63],"either":[53],"clustering":[54,83,129],"their":[58],"shared":[59],"URL":[60,70],"attributes":[61,71,109],"or":[62],"program":[64,117,162],"coverage":[65],"requirements-based":[66],"reduction":[67,133],"techniques.":[68,134],"Clustering":[69],"can":[72,137],"be":[73,81,139],"considerably":[74],"less":[75],"expensive;":[76],"however,":[77],"tradeoff":[79],"may":[80],"that":[82],"is":[84],"not":[85],"representative":[86],"similarities.":[90],"This":[91],"paper":[92],"describes":[93],"our":[94,124],"session":[98,160],"data":[99],"reveal":[101],"correlations":[102],"between":[103],"clustered":[105],"on":[106],"sessions'":[108],"relative":[112],"for":[118],"those":[119],"sessions.":[120],"The":[121],"results":[122,136],"motivate":[127],"other":[128],"suite":[132],"Our":[135],"used":[140],"learn":[142],"more":[143],"about":[144],"how":[145],"clusters":[146],"application":[149],"use":[150],"cases":[151],"are":[152],"related":[153],"terms":[155],"underlying":[158],"attributes,":[161],"coverage,":[163],"fault":[165],"detection.":[166]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
