{"id":"https://openalex.org/W7140161640","doi":"https://doi.org/10.1007/978-3-032-21423-2_21","title":"Supporting Stakeholder Requirements Expression with\u00a0LLM Revisions: An Empirical Evaluation","display_name":"Supporting Stakeholder Requirements Expression with\u00a0LLM Revisions: An Empirical Evaluation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140161640","doi":"https://doi.org/10.1007/978-3-032-21423-2_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-21423-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21423-2_21","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":null,"display_name":"Michael Mircea","orcid":"https://orcid.org/0009-0007-6783-4981"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Michael Mircea","raw_affiliation_strings":["Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany"],"raw_orcid":"https://orcid.org/0009-0007-6783-4981","affiliations":[{"raw_affiliation_string":"Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Emre Gevrek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emre Gevrek","raw_affiliation_strings":["Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Elisa Schmid","orcid":"https://orcid.org/0009-0006-2498-9986"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elisa Schmid","raw_affiliation_strings":["Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany"],"raw_orcid":"https://orcid.org/0009-0006-2498-9986","affiliations":[{"raw_affiliation_string":"Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Kurt Schneider","orcid":"https://orcid.org/0000-0002-7456-8323"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kurt Schneider","raw_affiliation_strings":["Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7456-8323","affiliations":[{"raw_affiliation_string":"Leibniz Universit\u00e4t, Welfengarten 1, 30167, Hanover, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71405823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.40610000491142273,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.40610000491142273,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.07109999656677246,"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/T10260","display_name":"Software Engineering Research","score":0.05660000070929527,"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/requirements-elicitation","display_name":"Requirements elicitation","score":0.8317999839782715},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.6916000247001648},{"id":"https://openalex.org/keywords/articulation","display_name":"Articulation (sociology)","score":0.5882999897003174},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5619999766349792},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.49050000309944153},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.45879998803138733},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.4323999881744385},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4205999970436096},{"id":"https://openalex.org/keywords/tacit-knowledge","display_name":"Tacit knowledge","score":0.3889000117778778}],"concepts":[{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.8317999839782715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7246000170707703},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.6916000247001648},{"id":"https://openalex.org/C2779337067","wikidata":"https://www.wikidata.org/wiki/Q4800961","display_name":"Articulation (sociology)","level":3,"score":0.5882999897003174},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.49050000309944153},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.47780001163482666},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.45879998803138733},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.4323999881744385},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4205999970436096},{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.3889000117778778},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3806999921798706},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C173577280","wikidata":"https://www.wikidata.org/wiki/Q530038","display_name":"Requirements management","level":4,"score":0.3619999885559082},{"id":"https://openalex.org/C195813598","wikidata":"https://www.wikidata.org/wiki/Q474460","display_name":"Stakeholder analysis","level":3,"score":0.35019999742507935},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3276999890804291},{"id":"https://openalex.org/C72161134","wikidata":"https://www.wikidata.org/wiki/Q5421219","display_name":"Expert elicitation","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C2779713723","wikidata":"https://www.wikidata.org/wiki/Q17088139","display_name":"Photo elicitation","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C2780984029","wikidata":"https://www.wikidata.org/wiki/Q2930198","display_name":"Stakeholder engagement","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C6604083","wikidata":"https://www.wikidata.org/wiki/Q376937","display_name":"Requirements engineering","level":3,"score":0.2912999987602234},{"id":"https://openalex.org/C2781206490","wikidata":"https://www.wikidata.org/wiki/Q59751","display_name":"Stakeholder management","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.27160000801086426},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.25209999084472656},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-21423-2_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21423-2_21","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"}],"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/W78092457","https://openalex.org/W1873057782","https://openalex.org/W2343556275","https://openalex.org/W4291213652","https://openalex.org/W4387043018","https://openalex.org/W4390489251","https://openalex.org/W4401387164","https://openalex.org/W4403583423","https://openalex.org/W4409287320","https://openalex.org/W4409348652"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-25T13:09:30.665167","created_date":"2026-03-25T00:00:00"}