{"id":"https://openalex.org/W4399163164","doi":"https://doi.org/10.1007/978-3-031-61154-4_8","title":"LLM-Based Agents for\u00a0Automating the\u00a0Enhancement of\u00a0User Story Quality: An Early Report","display_name":"LLM-Based Agents for\u00a0Automating the\u00a0Enhancement of\u00a0User Story Quality: An Early Report","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399163164","doi":"https://doi.org/10.1007/978-3-031-61154-4_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-61154-4_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-61154-4_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-61154-4_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-61154-4_8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074605502","display_name":"Zheying Zhang","orcid":"https://orcid.org/0000-0002-6205-4210"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Zheying Zhang","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093630962","display_name":"Maruf Rayhan","orcid":"https://orcid.org/0009-0004-9065-0169"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Maruf Rayhan","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072283622","display_name":"Tomas Herda","orcid":"https://orcid.org/0009-0005-2912-380X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomas Herda","raw_affiliation_strings":["Austrian Post, Rochusplatz 1, 1030, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Post, Rochusplatz 1, 1030, Vienna, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094170410","display_name":"Manuel Goisauf","orcid":"https://orcid.org/0009-0004-6215-3122"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Goisauf","raw_affiliation_strings":["Austrian Post, Rochusplatz 1, 1030, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Austrian Post, Rochusplatz 1, 1030, Vienna, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058417486","display_name":"Pekka Abrahamsson","orcid":"https://orcid.org/0000-0002-4360-2226"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Pekka Abrahamsson","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074605502"],"corresponding_institution_ids":["https://openalex.org/I166825849"],"apc_list":null,"apc_paid":null,"fwci":35.0506,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99742006,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9972000122070312,"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":0.9972000122070312,"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/T10260","display_name":"Software Engineering Research","score":0.9958000183105469,"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/T11675","display_name":"Open Source Software Innovations","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/agile-software-development","display_name":"Agile software development","score":0.9175294041633606},{"id":"https://openalex.org/keywords/user-story","display_name":"User story","score":0.7089026570320129},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6834361553192139},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5877203345298767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.414720356464386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.37985679507255554},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36148032546043396},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.32673951983451843},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.26534175872802734},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.23355627059936523},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.192909836769104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08897674083709717}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.9175294041633606},{"id":"https://openalex.org/C11189718","wikidata":"https://www.wikidata.org/wiki/Q218152","display_name":"User story","level":4,"score":0.7089026570320129},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6834361553192139},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5877203345298767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.414720356464386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37985679507255554},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36148032546043396},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.32673951983451843},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.26534175872802734},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.23355627059936523},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.192909836769104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08897674083709717},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-61154-4_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-61154-4_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-61154-4_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:trepo.tuni.fi:10024/210943","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/210943","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-61154-4_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-61154-4_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-61154-4_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399163164.pdf"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2334498876","https://openalex.org/W2906320793","https://openalex.org/W3027879771","https://openalex.org/W4225861572","https://openalex.org/W4243791075","https://openalex.org/W4389524379","https://openalex.org/W4390489251","https://openalex.org/W4399203759","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2254063053","https://openalex.org/W4382515898","https://openalex.org/W2776309617","https://openalex.org/W2887673311","https://openalex.org/W2218678539","https://openalex.org/W1554584813","https://openalex.org/W1611031577","https://openalex.org/W3137981520","https://openalex.org/W2139627947","https://openalex.org/W2804154309"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"agile":[2,33,61],"software":[3],"development,":[4],"maintaining":[5],"high-quality":[6],"user":[7,29,53,72],"stories":[8,30],"is":[9],"crucial,":[10],"but":[11],"also":[12],"challenging.":[13],"This":[14],"study":[15],"explores":[16],"the":[17,26,32,66,81,87],"application":[18,89],"of":[19,28,35,68,90,95],"large":[20],"language":[21],"models":[22],"(LLMs)":[23],"to":[24],"improve":[25],"quality":[27,55],"within":[31],"teams":[34],"Austrian":[36],"Post":[37],"Group":[38],"IT.":[39],"We":[40],"developed":[41],"an":[42],"Autonomous":[43],"LLM-based":[44],"Agent":[45],"System":[46],"(ALAS)":[47],"and":[48,79],"evaluated":[49],"its":[50],"impact":[51],"on":[52],"story":[54,73],"with":[56],"11":[57],"participants":[58],"from":[59],"six":[60],"teams.":[62],"Our":[63],"findings":[64],"reveal":[65],"potential":[67],"LLMs":[69,91],"in":[70,92],"improving":[71],"quality,":[74],"provide":[75],"a":[76,93],"practical":[77],"example,":[78],"lay":[80],"foundation":[82],"for":[83],"future":[84],"research":[85],"into":[86],"broad":[88],"variety":[94],"industry":[96],"settings.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
