{"id":"https://openalex.org/W4285264052","doi":"https://doi.org/10.1007/978-3-031-07472-1_9","title":"A Model-Driven Approach for Systematic Reproducibility and Replicability of Data Science Projects","display_name":"A Model-Driven Approach for Systematic Reproducibility and Replicability of Data Science Projects","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285264052","doi":"https://doi.org/10.1007/978-3-031-07472-1_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-07472-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07472-1_9","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/A5067261925","display_name":"Fran Melchor","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Fran Melchor","raw_affiliation_strings":["INTIA, Universidad de Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"INTIA, Universidad de Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000819463","display_name":"Roberto Rodr\u00edguez-Echeverr\u00eda","orcid":"https://orcid.org/0000-0002-6545-0913"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Rodriguez-Echeverria","raw_affiliation_strings":["INTIA, Universidad de Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"INTIA, Universidad de Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000069622","display_name":"Jos\u00e9 M. Conejero","orcid":"https://orcid.org/0000-0003-2640-679X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Conejero","raw_affiliation_strings":["INTIA, Universidad de Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"INTIA, Universidad de Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065317410","display_name":"\u00c1lvaro E. Prieto","orcid":"https://orcid.org/0000-0002-2312-4589"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro E. Prieto","raw_affiliation_strings":["INTIA, Universidad de Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"INTIA, Universidad de Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088907689","display_name":"Juan D. Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-1024-6202"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan D. Guti\u00e9rrez","raw_affiliation_strings":["INTIA, Universidad de Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"INTIA, Universidad de Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067261925"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0506,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95683616,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"147","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T11937","display_name":"Research Data Management Practices","score":0.9843999743461609,"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/T11719","display_name":"Data Quality and Management","score":0.9800999760627747,"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/computer-science","display_name":"Computer science","score":0.8493673801422119},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.66876620054245},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6141529083251953},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5908331274986267},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5003254413604736},{"id":"https://openalex.org/keywords/data-validation","display_name":"Data validation","score":0.4526403546333313},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43920114636421204},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.4335760176181793},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2740902304649353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8493673801422119},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.66876620054245},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6141529083251953},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5908331274986267},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5003254413604736},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.4526403546333313},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43920114636421204},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.4335760176181793},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2740902304649353},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-07472-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07472-1_9","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:dehesa.unex.es:10662/24343","is_oa":false,"landing_page_url":"http://hdl.handle.net/10662/24343","pdf_url":null,"source":{"id":"https://openalex.org/S4306401011","display_name":"Institutional Repository University of Extremadura (University of Extremadura)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I80606768","host_organization_name":"Universidad de Extremadura","host_organization_lineage":["https://openalex.org/I80606768"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"submittedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2002764085","https://openalex.org/W2406493898","https://openalex.org/W2525984666","https://openalex.org/W2604057676","https://openalex.org/W2745824628","https://openalex.org/W2776350112","https://openalex.org/W2784227143","https://openalex.org/W2787225861","https://openalex.org/W2788572835","https://openalex.org/W2808113972","https://openalex.org/W2944196828","https://openalex.org/W2945718141","https://openalex.org/W2955919590","https://openalex.org/W2962719418","https://openalex.org/W2982468640","https://openalex.org/W2990774762","https://openalex.org/W3008058947","https://openalex.org/W3039286299","https://openalex.org/W3086791196","https://openalex.org/W3087897998","https://openalex.org/W3092775028","https://openalex.org/W3110693568","https://openalex.org/W3131485931","https://openalex.org/W3132433578","https://openalex.org/W3154754686","https://openalex.org/W3203763991"],"related_works":["https://openalex.org/W252339960","https://openalex.org/W2390529043","https://openalex.org/W2378320433","https://openalex.org/W2120762159","https://openalex.org/W64709489","https://openalex.org/W3208226784","https://openalex.org/W4255901663","https://openalex.org/W2803457951","https://openalex.org/W2946229259","https://openalex.org/W2236071121"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-07-14T00:00:00"}