{"id":"https://openalex.org/W4389236605","doi":"https://doi.org/10.1007/978-3-031-49266-2_11","title":"Status Quo and\u00a0Problems of\u00a0Requirements Engineering for\u00a0Machine Learning: Results from\u00a0an\u00a0International Survey","display_name":"Status Quo and\u00a0Problems of\u00a0Requirements Engineering for\u00a0Machine Learning: Results from\u00a0an\u00a0International Survey","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389236605","doi":"https://doi.org/10.1007/978-3-031-49266-2_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49266-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49266-2_11","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":true,"oa_status":"green","oa_url":"https://elib.dlr.de/201692/1/2310.06726.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072571262","display_name":"Ant\u00f4nio Pedro Santos Alves","orcid":"https://orcid.org/0000-0002-3415-6201"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Antonio Pedro Santos Alves","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062526200","display_name":"Marcos Kalinowski","orcid":"https://orcid.org/0000-0003-1445-3425"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Kalinowski","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056506409","display_name":"G\u00f6rkem Giray","orcid":"https://orcid.org/0000-0002-7023-9469"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00f6rkem Giray","raw_affiliation_strings":["Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059051408","display_name":"Daniel M\u00e9ndez","orcid":"https://orcid.org/0000-0003-0619-6027"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Daniel Mendez","raw_affiliation_strings":["Blekinge Institute of Technology (BTH), Karlskrona, Sweden"],"affiliations":[{"raw_affiliation_string":"Blekinge Institute of Technology (BTH), Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012907299","display_name":"Niklas Lavesson","orcid":"https://orcid.org/0000-0002-0535-1761"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Niklas Lavesson","raw_affiliation_strings":["Blekinge Institute of Technology (BTH), Karlskrona, Sweden"],"affiliations":[{"raw_affiliation_string":"Blekinge Institute of Technology (BTH), Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091724642","display_name":"Kelly Azevedo","orcid":"https://orcid.org/0009-0001-3464-6489"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kelly Azevedo","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011929900","display_name":"Hugo Villamizar","orcid":"https://orcid.org/0000-0003-4142-6967"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo Villamizar","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062598094","display_name":"Tatiana Escovedo","orcid":"https://orcid.org/0000-0002-7130-4330"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tatiana Escovedo","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000881869","display_name":"H\u00e9lio Lopes","orcid":"https://orcid.org/0000-0003-4584-1455"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helio Lopes","raw_affiliation_strings":["Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065534796","display_name":"Stefan Biffl","orcid":"https://orcid.org/0000-0002-3413-7780"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Biffl","raw_affiliation_strings":["Vienna University of Technology (TU Wien), Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Vienna University of Technology (TU Wien), Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029366269","display_name":"J\u00fcrgen Musil","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Musil","raw_affiliation_strings":["Vienna University of Technology (TU Wien), Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Vienna University of Technology (TU Wien), Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055476405","display_name":"Michael Felderer","orcid":"https://orcid.org/0000-0003-3818-4442"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]},{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Felderer","raw_affiliation_strings":["German Aerospace Center (DLR), Cologne, Germany","University of Cologne, Cologne, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Cologne, Germany","institution_ids":["https://openalex.org/I2898391981"]},{"raw_affiliation_string":"University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I180923762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041829889","display_name":"Stefan Wagner","orcid":"https://orcid.org/0000-0002-5256-8429"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wagner","raw_affiliation_strings":["University of Stuttgart, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022596467","display_name":"Mar\u00eda Teresa Baldassarre","orcid":"https://orcid.org/0000-0001-8589-2850"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Teresa Baldassarre","raw_affiliation_strings":["University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047199297","display_name":"Tony Gorschek","orcid":"https://orcid.org/0000-0002-3646-235X"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tony Gorschek","raw_affiliation_strings":["Blekinge Institute of Technology (BTH), Karlskrona, Sweden"],"affiliations":[{"raw_affiliation_string":"Blekinge Institute of Technology (BTH), Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5072571262"],"corresponding_institution_ids":["https://openalex.org/I2699952"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.5565,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.98801954,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","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/T10260","display_name":"Software Engineering Research","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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9966999888420105,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.7141082882881165},{"id":"https://openalex.org/keywords/requirements-engineering","display_name":"Requirements engineering","score":0.5843682289123535},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5598092675209045},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5355092883110046},{"id":"https://openalex.org/keywords/status-quo","display_name":"Status quo","score":0.533645749092102},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44102543592453003},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4225635230541229},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34256017208099365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7141082882881165},{"id":"https://openalex.org/C6604083","wikidata":"https://www.wikidata.org/wiki/Q376937","display_name":"Requirements engineering","level":3,"score":0.5843682289123535},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5598092675209045},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5355092883110046},{"id":"https://openalex.org/C2776748549","wikidata":"https://www.wikidata.org/wiki/Q201610","display_name":"Status quo","level":2,"score":0.533645749092102},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44102543592453003},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4225635230541229},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34256017208099365},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-49266-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49266-2_11","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:elib.dlr.de:201692","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-49266-2_11>.","pdf_url":"https://elib.dlr.de/201692/1/2310.06726.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"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":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:elib.dlr.de:201692","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-49266-2_11>.","pdf_url":"https://elib.dlr.de/201692/1/2310.06726.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"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":"PeerReviewed"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389236605.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W203831640","https://openalex.org/W1569304615","https://openalex.org/W1986544282","https://openalex.org/W2140627010","https://openalex.org/W2353739181","https://openalex.org/W2518473846","https://openalex.org/W2757656223","https://openalex.org/W2922234936","https://openalex.org/W2968249509","https://openalex.org/W2996355630","https://openalex.org/W3036033449","https://openalex.org/W3039522238","https://openalex.org/W3092468424","https://openalex.org/W3094318321","https://openalex.org/W3106889297","https://openalex.org/W3130255873","https://openalex.org/W3148657546","https://openalex.org/W3176115515","https://openalex.org/W3209383583","https://openalex.org/W3217295675","https://openalex.org/W4220891756","https://openalex.org/W4288363128","https://openalex.org/W4308480533","https://openalex.org/W4313656815","https://openalex.org/W4316657905","https://openalex.org/W4383098330","https://openalex.org/W4386705980"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W1958015814","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2059783833","https://openalex.org/W2573498121","https://openalex.org/W1549477351"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
