{"id":"https://openalex.org/W2168808823","doi":"https://doi.org/10.1109/wse.2003.1234006","title":"Evaluation methods for Web application clustering","display_name":"Evaluation methods for Web application clustering","publication_year":2004,"publication_date":"2004-01-24","ids":{"openalex":"https://openalex.org/W2168808823","doi":"https://doi.org/10.1109/wse.2003.1234006","mag":"2168808823"},"language":"en","primary_location":{"id":"doi:10.1109/wse.2003.1234006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wse.2003.1234006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifth IEEE International Workshop on Web Site Evolution, 2003. Theme: Architecture. Proceedings.","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/A5025438762","display_name":"Paolo Tonella","orcid":"https://orcid.org/0000-0003-3088-0339"},"institutions":[{"id":"https://openalex.org/I4210097842","display_name":"Istituto Centrale per la Ricerca Scientifica e Tecnologica Applicata al Mare","ror":"https://ror.org/014cycx13","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210097842"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P. Tonella","raw_affiliation_strings":["ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy","institution_ids":["https://openalex.org/I4210097842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019306962","display_name":"Filippo Ricca","orcid":"https://orcid.org/0000-0002-3928-5408"},"institutions":[{"id":"https://openalex.org/I4210097842","display_name":"Istituto Centrale per la Ricerca Scientifica e Tecnologica Applicata al Mare","ror":"https://ror.org/014cycx13","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210097842"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Ricca","raw_affiliation_strings":["ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy","institution_ids":["https://openalex.org/I4210097842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091242580","display_name":"Emanuele Pianta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097842","display_name":"Istituto Centrale per la Ricerca Scientifica e Tecnologica Applicata al Mare","ror":"https://ror.org/014cycx13","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210097842"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Pianta","raw_affiliation_strings":["ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy","institution_ids":["https://openalex.org/I4210097842"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113693081","display_name":"C. Girardi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097842","display_name":"Istituto Centrale per la Ricerca Scientifica e Tecnologica Applicata al Mare","ror":"https://ror.org/014cycx13","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210097842"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Girardi","raw_affiliation_strings":["ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITC-irst, Centro per la Ricerca Scientifica e Tecnologica, Trento, Italy","institution_ids":["https://openalex.org/I4210097842"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4614,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96279271,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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":0.9988999962806702,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.869286060333252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8453882932662964},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5970835089683533},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5704596042633057},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.46259158849716187},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4241655468940735},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3816288709640503},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3174208998680115},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16422709822654724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08071085810661316}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.869286060333252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8453882932662964},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5970835089683533},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5704596042633057},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.46259158849716187},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4241655468940735},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3816288709640503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3174208998680115},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16422709822654724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08071085810661316},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wse.2003.1234006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wse.2003.1234006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifth IEEE International Workshop on Web Site Evolution, 2003. Theme: Architecture. Proceedings.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.98.6819","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.98.6819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://tcc.itc.it/people/pianta/publications/wse2003clusEval.pdf","raw_type":"text"},{"id":"pmh:oai:iris.unige.it:11567/300170","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/300170","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1516626990","https://openalex.org/W1540492331","https://openalex.org/W1596411313","https://openalex.org/W1647641001","https://openalex.org/W1749839816","https://openalex.org/W1914987135","https://openalex.org/W1934704424","https://openalex.org/W2037589876","https://openalex.org/W2046310855","https://openalex.org/W2064595587","https://openalex.org/W2096393669","https://openalex.org/W2104905305","https://openalex.org/W2112738400","https://openalex.org/W2124378517","https://openalex.org/W2140975256","https://openalex.org/W2141801093","https://openalex.org/W2151146519","https://openalex.org/W2153597081","https://openalex.org/W2159765281","https://openalex.org/W2167809408","https://openalex.org/W2171371265","https://openalex.org/W4250515978","https://openalex.org/W4300457049","https://openalex.org/W6630858825","https://openalex.org/W6635692132","https://openalex.org/W6637781818","https://openalex.org/W6655013699","https://openalex.org/W6680851596","https://openalex.org/W6683799711"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"Clustering":[0],"of":[1,113,115,122,144,165],"the":[2,69,77,85,101,105,135,142,163],"entities":[3,35],"composing":[4],"a":[5,26,123],"Web":[6,32],"application":[7],"(static":[8],"and":[9,61,104,111,130,152,158],"dynamic":[10],"pages)":[11],"can":[12,39,64],"be":[13,37,40,65],"used":[14,66],"to":[15,36,67,75,83,132,147],"support":[16,145],"program":[17,88],"understanding,":[18],"However,":[19],"several":[20],"alternative":[21,62],"options":[22],"are":[23,59,99,117,160],"available":[24],"when":[25],"clustering":[27,79,97],"technique":[28],"is":[29,73,128,150],"designed":[30],"for":[31,87,96,162],"applications.":[33],"The":[34,71,109],"clustered":[38],"described":[41],"in":[42,81,119],"different":[43,56],"ways":[44],"(e.g.,":[45],"by":[46,49,53],"their":[47,50,54],"structure,":[48],"connectivity,":[51],"or":[52],"content),":[55],"similarity":[57],"measures":[58],"possible,":[60],"procedures":[63],"form":[68],"clusters.":[70],"problem":[72],"how":[74],"evaluate":[76],"competing":[78],"techniques":[80],"order":[82],"select":[84],"best":[86],"understanding":[89],"purposes.":[90],"In":[91],"this":[92],"paper,":[93],"two":[94],"methods":[95],"evaluation":[98,139],"considered,":[100],"gold":[102,124],"standard":[103,125],"task":[106,148],"oriented":[107],"approach.":[108],"advantages":[110],"disadvantages":[112],"both":[114,166],"them":[116],"analyzed":[118],"detail.":[120],"Definition":[121],"(reference":[126],"clustering)":[127],"difficult":[129],"prone":[131],"subjectivity.":[133],"On":[134],"other":[136],"side,":[137],"an":[138],"based":[140],"on":[141],"level":[143],"given":[146],"execution":[149],"expensive":[151],"requires":[153],"careful":[154],"experimental":[155],"design.":[156],"Guidelines":[157],"examples":[159],"provided":[161],"implementation":[164],"methods.":[167]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
