{"id":"https://openalex.org/W3042482599","doi":"https://doi.org/10.5220/0009875004920500","title":"Towards a Data Science Framework Integrating Process and Data Mining for Organizational Improvement","display_name":"Towards a Data Science Framework Integrating Process and Data Mining for Organizational Improvement","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042482599","doi":"https://doi.org/10.5220/0009875004920500","mag":"3042482599"},"language":"en","primary_location":{"id":"doi:10.5220/0009875004920500","doi":"https://doi.org/10.5220/0009875004920500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009875004920500","pdf_url":null,"source":{"id":"https://openalex.org/S7407088382","display_name":"International Conference on Software Technologies (ICSOFT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Software Technologies","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0009875004920500","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069147864","display_name":"Andrea Delgado","orcid":"https://orcid.org/0000-0003-4749-9366","observed_orcids":["https://orcid.org/0000-0003-4749-9366"]},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Andrea Delgado","raw_affiliation_strings":["Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026823705","display_name":"Adriana Marotta","orcid":"https://orcid.org/0000-0001-6547-466X","observed_orcids":["https://orcid.org/0000-0001-6547-466X"]},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Adriana Marotta","raw_affiliation_strings":["Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107869971","display_name":"Laura Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-0917-1645","observed_orcids":["https://orcid.org/0000-0002-0917-1645"]},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Laura Gonz\u00e1lez","raw_affiliation_strings":["Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008656222","display_name":"Libertad Tansini","orcid":"https://orcid.org/0000-0001-6017-0114","observed_orcids":["https://orcid.org/0000-0001-6017-0114"]},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Libertad Tansini","raw_affiliation_strings":["Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070541443","display_name":"Daniel Calegari","orcid":"https://orcid.org/0000-0001-9506-7619","observed_orcids":["https://orcid.org/0000-0001-9506-7619"]},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Daniel Calegari","raw_affiliation_strings":["Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n, Facultad de Ingenier\u00eda, Universidad de la Rep\u00fablica, Montevideo, 11300, Uruguay, --- Select a Country ---","institution_ids":["https://openalex.org/I180910786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180910786"],"apc_list":null,"apc_paid":null,"fwci":3.1717,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91617185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"492","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.010599999688565731,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process-mining","display_name":"process mining","score":0.9779999852180481},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.984000027179718},{"id":"https://openalex.org/keywords/organizational-improvement","display_name":"organizational improvement","score":0.9309999942779541},{"id":"https://openalex.org/keywords/business-process-analysis","display_name":"business process analysis","score":0.5889999866485596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6537853479385376},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.61414635181427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4580684006214142},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.44464579224586487},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44251394271850586},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32465848326683044},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.28393495082855225},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.19644281268119812},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.14699801802635193},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1382739543914795},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0009875004920500","doi":"https://doi.org/10.5220/0009875004920500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009875004920500","pdf_url":null,"source":{"id":"https://openalex.org/S7407088382","display_name":"International Conference on Software Technologies (ICSOFT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Software Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0009875004920500","doi":"https://doi.org/10.5220/0009875004920500","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009875004920500","pdf_url":null,"source":{"id":"https://openalex.org/S7407088382","display_name":"International Conference on Software Technologies (ICSOFT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Software Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4285080256","https://openalex.org/W4400577140","https://openalex.org/W4285413387","https://openalex.org/W4285684666","https://openalex.org/W2403759321","https://openalex.org/W7015295101","https://openalex.org/W2752702022","https://openalex.org/W2024665781","https://openalex.org/W2577972696","https://openalex.org/W3113710857"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-07-23T00:00:00"}
