{"id":"https://openalex.org/W4313351386","doi":"https://doi.org/10.1007/978-3-031-22036-4_1","title":"Towards a\u00a0Model-Driven Approach for\u00a0Big Data Analytics in\u00a0the\u00a0Genomics Field","display_name":"Towards a\u00a0Model-Driven Approach for\u00a0Big Data Analytics in\u00a0the\u00a0Genomics Field","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313351386","doi":"https://doi.org/10.1007/978-3-031-22036-4_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22036-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22036-4_1","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":"book-chapter","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/A5047985813","display_name":"Ana Xavier Fernandes","orcid":"https://orcid.org/0000-0002-3831-9354"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ana Xavier Fernandes","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3831-9354","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009525115","display_name":"Filipa Ferreira","orcid":"https://orcid.org/0000-0002-0527-046X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipa Ferreira","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0527-046X","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090084456","display_name":"Ana Le\u00f3n Palacio","orcid":"https://orcid.org/0000-0003-3516-8893"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["ES","PT"],"is_corresponding":false,"raw_author_name":"Ana Le\u00f3n","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera S/N, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3516-8893","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera S/N, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042295020","display_name":"Maribel Yasmina Santos","orcid":"https://orcid.org/0000-0002-3249-6229"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maribel Yasmina Santos","raw_affiliation_strings":["ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3249-6229","affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047985813"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5121,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88101664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7755488157272339},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.677146315574646},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5619309544563293},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5498799681663513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.529455840587616},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.5038608908653259},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3741055727005005},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23236030340194702},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16524738073349},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.07829844951629639},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06524467468261719},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.05942597985267639}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7755488157272339},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.677146315574646},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5619309544563293},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5498799681663513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.529455840587616},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.5038608908653259},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3741055727005005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23236030340194702},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16524738073349},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.07829844951629639},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06524467468261719},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.05942597985267639},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-22036-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22036-4_1","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:repositorium.sdum.uminho.pt:1822/87553","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/87553","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","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":10,"referenced_works":["https://openalex.org/W2011786374","https://openalex.org/W2020829916","https://openalex.org/W2142680014","https://openalex.org/W2152236140","https://openalex.org/W2909307829","https://openalex.org/W3095106256","https://openalex.org/W3109346489","https://openalex.org/W3178076956","https://openalex.org/W3191569074","https://openalex.org/W3211507721"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}