{"id":"https://openalex.org/W2588102973","doi":"https://doi.org/10.1109/ssci.2016.7849939","title":"A new approach to session identification by applying fuzzy c-means clustering on web logs","display_name":"A new approach to session identification by applying fuzzy c-means clustering on web logs","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2588102973","doi":"https://doi.org/10.1109/ssci.2016.7849939","mag":"2588102973"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2016.7849939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7849939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036865077","display_name":"Dimitrios Koutsoukos","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Koutsoukos","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036405671","display_name":"Georgios Alexandridis","orcid":"https://orcid.org/0000-0002-3611-8292"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Alexandridis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066222732","display_name":"Georgios Siolas","orcid":"https://orcid.org/0000-0002-4839-7831"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Siolas","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108612969","display_name":"Andreas Stafylopatis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Andreas Stafylopatis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9948999881744385,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9948999881744385,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9926999807357788,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7735246419906616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7632783651351929},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6121523380279541},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.58669513463974},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5745019912719727},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4701058268547058},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.46753308176994324},{"id":"https://openalex.org/keywords/subtractive-color","display_name":"Subtractive color","score":0.4207799434661865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39190971851348877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3769223093986511},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08202055096626282}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7735246419906616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632783651351929},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6121523380279541},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.58669513463974},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5745019912719727},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4701058268547058},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.46753308176994324},{"id":"https://openalex.org/C150799807","wikidata":"https://www.wikidata.org/wiki/Q374081","display_name":"Subtractive color","level":2,"score":0.4207799434661865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39190971851348877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3769223093986511},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08202055096626282},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci.2016.7849939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7849939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"mag:2789395706","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/201702238024290067","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1438996041","https://openalex.org/W1507563471","https://openalex.org/W1542813816","https://openalex.org/W1570834090","https://openalex.org/W1603746922","https://openalex.org/W1978527081","https://openalex.org/W1982896842","https://openalex.org/W1996747841","https://openalex.org/W2057629799","https://openalex.org/W2063771604","https://openalex.org/W2081549451","https://openalex.org/W2104972111","https://openalex.org/W2109035019","https://openalex.org/W2113076747","https://openalex.org/W2137686028","https://openalex.org/W2563863560","https://openalex.org/W4253371988","https://openalex.org/W6731117796"],"related_works":["https://openalex.org/W2385978792","https://openalex.org/W2599624750","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"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"a":[3,46],"new":[4],"algorithm":[5],"for":[6],"session":[7,80],"identification":[8],"in":[9,31,92,110],"Web":[10],"logs":[11],"is":[12,90],"outlined,":[13],"based":[14,71],"on":[15,52,72],"the":[16,21,27,32,35,41,44,53,59,63,66,76,79,87,93],"fuzzy":[17],"c-means":[18],"clustering":[19,54],"of":[20,26,34,43,48,65,68,78,95],"available":[22],"data.":[23,81],"The":[24,82],"novelty":[25],"proposed":[28,88,109],"methodology":[29,89],"lies":[30],"initialization":[33],"partition":[36],"matrix":[37],"using":[38],"subtractive":[39],"clustering,":[40],"examination":[42],"effect":[45],"variety":[47],"distance":[49],"metrics":[50],"have":[51],"process":[55],"(in":[56],"addition":[57],"to":[58],"widely-used":[60],"Euclidean":[61],"distance),":[62],"determination":[64],"number":[67],"user":[69,96],"sessions":[70,74,97,102],"candidate":[73],"and":[75,98],"representation":[77],"experimental":[83],"results":[84],"show":[85],"that":[86],"effective":[91],"reconstruction":[94],"can":[99],"distinguish":[100],"individual":[101],"more":[103],"accurately":[104],"than":[105],"baseline":[106],"time-heuristic":[107],"methods":[108],"literature.":[111]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}