{"id":"https://openalex.org/W2612911770","doi":"https://doi.org/10.1145/3041021.3054734","title":"Integrating Modeling Languages and Web Logs for Enhanced User Behavior Analytics","display_name":"Integrating Modeling Languages and Web Logs for Enhanced User Behavior Analytics","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2612911770","doi":"https://doi.org/10.1145/3041021.3054734","mag":"2612911770"},"language":"en","primary_location":{"id":"doi:10.1145/3041021.3054734","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3054734","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3041021.3054734","any_repository_has_fulltext":null},"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":true,"raw_author_name":"Carlo Bernaschina","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, 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, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024969117","display_name":"Thanas Koka","orcid":null},"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":"Thanas Koka","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, 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, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, 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, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015035121"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.7282,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80049151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12799","display_name":"Mobile and Web Applications","score":0.9818999767303467,"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":0.9782000184059143,"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/computer-science","display_name":"Computer science","score":0.7822860479354858},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5688595771789551},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.5451071858406067},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4878573417663574},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3983479142189026},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.25180792808532715},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.20779642462730408},{"id":"https://openalex.org/keywords/web-intelligence","display_name":"Web intelligence","score":0.18052318692207336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7822860479354858},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5688595771789551},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.5451071858406067},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4878573417663574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3983479142189026},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.25180792808532715},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.20779642462730408},{"id":"https://openalex.org/C544335954","wikidata":"https://www.wikidata.org/wiki/Q2553348","display_name":"Web intelligence","level":4,"score":0.18052318692207336}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3041021.3054734","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3054734","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1028041","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1028041","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":{"id":"doi:10.1145/3041021.3054734","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3054734","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W50160455","https://openalex.org/W1541492511","https://openalex.org/W2023525570","https://openalex.org/W2068666551","https://openalex.org/W2093562400","https://openalex.org/W2119142490","https://openalex.org/W2154321080","https://openalex.org/W2295567635","https://openalex.org/W2410830680","https://openalex.org/W2546551345","https://openalex.org/W2615638395","https://openalex.org/W3201256648","https://openalex.org/W6692519055"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2252599600","https://openalex.org/W4385976368","https://openalex.org/W3031462818","https://openalex.org/W2139279342","https://openalex.org/W1633257170","https://openalex.org/W2615638395","https://openalex.org/W2262505815","https://openalex.org/W211701069","https://openalex.org/W2411471604"],"abstract_inverted_index":{"While":[0],"basic":[1],"Web":[2,11,25,37,127],"analytics":[3,104],"tools":[4,107],"are":[5],"widespread":[6],"and":[7,29,86,100,105,117],"provide":[8],"statistics":[9,20,121],"about":[10,23],"site":[12],"navigation,":[13],"no":[14],"approaches":[15],"exist":[16],"for":[17,108],"merging":[18],"such":[19],"with":[21,40,90],"information":[22],"the":[24,33,45,49,66,73,126],"application":[26,38,101],"structure,":[27],"content":[28,92],"semantics.":[30],"We":[31,54],"demonstrate":[32],"advantages":[34],"of":[35,47,51,72,82,95,102,120,125],"combining":[36],"models":[39,124],"runtime":[41,79,83],"navigation":[42],"logs,":[43],"at":[44,78],"purpose":[46],"deepening":[48],"understanding":[50],"users":[52],"behaviour.":[53],"propose":[55],"a":[56],"model-driven":[57],"approach":[58],"that":[59],"combines":[60],"user":[61,76,87],"interaction":[62],"modeling":[63],"(based":[64],"on":[65,122],"IFML":[67],"standard),":[68],"full":[69],"code":[70],"generation":[71,94],"designed":[74],"application,":[75],"tracking":[77],"through":[80],"logging":[81],"component":[84],"execution":[85],"activities,":[88],"integration":[89],"page":[91],"details,":[93],"integrated":[96],"schema-less":[97],"data":[98],"streams,":[99],"large-scale":[103],"visualization":[106],"big":[109],"data,":[110],"by":[111],"applying":[112],"both":[113],"traditional":[114],"dataviz":[115],"techniques":[116],"direct":[118],"representation":[119],"visual":[123],"application.":[128]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}