{"id":"https://openalex.org/W2618017068","doi":"https://doi.org/10.1007/978-3-319-60131-1_6","title":"A Big Data Analysis Framework for Model-Based Web User Behavior Analytics","display_name":"A Big Data Analysis Framework for Model-Based Web User Behavior Analytics","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2618017068","doi":"https://doi.org/10.1007/978-3-319-60131-1_6","mag":"2618017068"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-60131-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60131-1_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5015035121","display_name":"Carlo Bernaschina","orcid":"https://orcid.org/0000-0002-3872-4595"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Bernaschina","raw_affiliation_strings":["Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091879812","display_name":"Marco Brambilla","orcid":"https://orcid.org/0000-0002-8753-2434"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Brambilla","raw_affiliation_strings":["Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074271209","display_name":"Andrea Mauri","orcid":"https://orcid.org/0000-0002-1263-4575"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Mauri","raw_affiliation_strings":["Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016511140","display_name":"Eric Umuhoza","orcid":"https://orcid.org/0000-0002-2451-8897"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eric Umuhoza","raw_affiliation_strings":["Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12601","display_name":"Web Applications and Data Management","score":0.9980999827384949,"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/T12601","display_name":"Web Applications and Data Management","score":0.9980999827384949,"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":0.9975000023841858,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.8707735538482666},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.628803014755249},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.5855555534362793},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5594499111175537},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5321869850158691},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5143076181411743},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.42877405881881714},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.41588565707206726},{"id":"https://openalex.org/keywords/page-view","display_name":"Page view","score":0.413216769695282},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37668517231941223},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.35561424493789673},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3238723874092102},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31053653359413147},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.2865248918533325},{"id":"https://openalex.org/keywords/static-web-page","display_name":"Static web page","score":0.20584863424301147},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.15684542059898376}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8707735538482666},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.628803014755249},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.5855555534362793},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5594499111175537},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5321869850158691},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5143076181411743},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.42877405881881714},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.41588565707206726},{"id":"https://openalex.org/C103645729","wikidata":"https://www.wikidata.org/wiki/Q911187","display_name":"Page view","level":5,"score":0.413216769695282},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37668517231941223},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.35561424493789673},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3238723874092102},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31053653359413147},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.2865248918533325},{"id":"https://openalex.org/C173576120","wikidata":"https://www.wikidata.org/wiki/Q2641220","display_name":"Static web page","level":4,"score":0.20584863424301147},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.15684542059898376}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-60131-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60131-1_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:re.public.polimi.it:11311/1028037","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1028037","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W50160455","https://openalex.org/W202080076","https://openalex.org/W1499512708","https://openalex.org/W1516626990","https://openalex.org/W1541492511","https://openalex.org/W1564633100","https://openalex.org/W1578329788","https://openalex.org/W1607060671","https://openalex.org/W1831125051","https://openalex.org/W1904384968","https://openalex.org/W1988279989","https://openalex.org/W1990529626","https://openalex.org/W2018140906","https://openalex.org/W2023525570","https://openalex.org/W2060765494","https://openalex.org/W2068666551","https://openalex.org/W2075451638","https://openalex.org/W2093562400","https://openalex.org/W2119142490","https://openalex.org/W2154321080","https://openalex.org/W2293045535","https://openalex.org/W2295567635","https://openalex.org/W2404947040","https://openalex.org/W2410830680","https://openalex.org/W2563709051","https://openalex.org/W2615638395","https://openalex.org/W3201256648","https://openalex.org/W4248842382","https://openalex.org/W4285719527","https://openalex.org/W6696787901"],"related_works":["https://openalex.org/W2615638395","https://openalex.org/W2047189532","https://openalex.org/W2133753801","https://openalex.org/W2518957967","https://openalex.org/W4234085192","https://openalex.org/W2734818785","https://openalex.org/W2006804048","https://openalex.org/W3174726539","https://openalex.org/W2007339860","https://openalex.org/W3139873369"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}