{"id":"https://openalex.org/W4404405295","doi":"https://doi.org/10.1145/3701625.3701686","title":"Teaching Requirements Engineering for AI: A Goal-Oriented Approach in Software Engineering Courses","display_name":"Teaching Requirements Engineering for AI: A Goal-Oriented Approach in Software Engineering Courses","publication_year":2024,"publication_date":"2024-11-05","ids":{"openalex":"https://openalex.org/W4404405295","doi":"https://doi.org/10.1145/3701625.3701686"},"language":"en","primary_location":{"id":"doi:10.1145/3701625.3701686","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3701625.3701686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XXIII Brazilian Symposium on Software Quality","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.07250","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114658197","display_name":"Beatriz Braga Batista","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Beatriz Braga Batista","raw_affiliation_strings":["Federal University of Amazonas, Manaus, Amazonas, Brazil"],"raw_orcid":"https://orcid.org/0009-0008-9868-061X","affiliations":[{"raw_affiliation_string":"Federal University of Amazonas, Manaus, Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077536886","display_name":"M\u00e1rcia Lima","orcid":"https://orcid.org/0000-0002-4913-7513"},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcia Sampaio Lima","raw_affiliation_strings":["Amazonas State University, Manaus, Amazonas, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4913-7513","affiliations":[{"raw_affiliation_string":"Amazonas State University, Manaus, Amazonas, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055534532","display_name":"Tayana Conte","orcid":"https://orcid.org/0000-0001-6436-3773"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tayana Uch\u00f4a Conte","raw_affiliation_strings":["Federal University of Amazonas, Manaus, Amazonas, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6436-3773","affiliations":[{"raw_affiliation_string":"Federal University of Amazonas, Manaus, Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"613","last_page":"623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9984999895095825,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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-engineering","display_name":"Requirements engineering","score":0.7820255756378174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6900273561477661},{"id":"https://openalex.org/keywords/requirements-elicitation","display_name":"Requirements elicitation","score":0.6835736036300659},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5949990153312683},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5926651954650879},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.5893480181694031},{"id":"https://openalex.org/keywords/requirements-management","display_name":"Requirements management","score":0.5359984040260315},{"id":"https://openalex.org/keywords/requirement","display_name":"Requirement","score":0.49681833386421204},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4868461489677429},{"id":"https://openalex.org/keywords/goal-modeling","display_name":"Goal modeling","score":0.4804513156414032},{"id":"https://openalex.org/keywords/non-functional-requirement","display_name":"Non-functional requirement","score":0.4189562201499939},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3785921335220337},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3329838514328003},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3199925422668457},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.31498607993125916},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20471414923667908},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16742074489593506},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.1413678526878357}],"concepts":[{"id":"https://openalex.org/C6604083","wikidata":"https://www.wikidata.org/wiki/Q376937","display_name":"Requirements engineering","level":3,"score":0.7820255756378174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900273561477661},{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.6835736036300659},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5949990153312683},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5926651954650879},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.5893480181694031},{"id":"https://openalex.org/C173577280","wikidata":"https://www.wikidata.org/wiki/Q530038","display_name":"Requirements management","level":4,"score":0.5359984040260315},{"id":"https://openalex.org/C135475081","wikidata":"https://www.wikidata.org/wiki/Q774228","display_name":"Requirement","level":4,"score":0.49681833386421204},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4868461489677429},{"id":"https://openalex.org/C9586889","wikidata":"https://www.wikidata.org/wiki/Q5575167","display_name":"Goal modeling","level":4,"score":0.4804513156414032},{"id":"https://openalex.org/C199747065","wikidata":"https://www.wikidata.org/wiki/Q3254666","display_name":"Non-functional requirement","level":5,"score":0.4189562201499939},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3785921335220337},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3329838514328003},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3199925422668457},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.31498607993125916},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20471414923667908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16742074489593506},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.1413678526878357},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3701625.3701686","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3701625.3701686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XXIII Brazilian Symposium on Software Quality","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2411.07250","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.07250","pdf_url":"https://arxiv.org/pdf/2411.07250","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.07250","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.07250","pdf_url":"https://arxiv.org/pdf/2411.07250","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2590611959","display_name":null,"funder_award_id":"314797/2023-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4257313756","display_name":null,"funder_award_id":"8.387/1991","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G4588099766","display_name":null,"funder_award_id":"001/2020","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"}],"funders":[{"id":"https://openalex.org/F4320318869","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404405295.pdf","grobid_xml":"https://content.openalex.org/works/W4404405295.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W279545772","https://openalex.org/W2017739343","https://openalex.org/W2037875171","https://openalex.org/W2130031345","https://openalex.org/W2518473846","https://openalex.org/W2755269200","https://openalex.org/W2786305012","https://openalex.org/W2896671475","https://openalex.org/W2943271466","https://openalex.org/W2992786177","https://openalex.org/W2992884799","https://openalex.org/W2995895679","https://openalex.org/W3019130148","https://openalex.org/W3094318321","https://openalex.org/W3098910265","https://openalex.org/W3149731118","https://openalex.org/W3209383583","https://openalex.org/W3216985500","https://openalex.org/W4220891756","https://openalex.org/W4232267033","https://openalex.org/W4251934665","https://openalex.org/W4288363128","https://openalex.org/W4291213652","https://openalex.org/W4313151691","https://openalex.org/W4321793865","https://openalex.org/W4377138533","https://openalex.org/W4378071405","https://openalex.org/W4397038114"],"related_works":["https://openalex.org/W2472769502","https://openalex.org/W2242308721","https://openalex.org/W1617997706","https://openalex.org/W4254568495","https://openalex.org/W142054160","https://openalex.org/W4235167339","https://openalex.org/W2901540557","https://openalex.org/W2131561030","https://openalex.org/W2398544379","https://openalex.org/W1991761041"],"abstract_inverted_index":{"Context:":[0],"Requirements":[1,56],"Engineering":[2,57],"for":[3,41,67,124,199],"AI-based":[4,42,68,204],"systems":[5,69],"(RE4AI)":[6],"presents":[7],"unique":[8],"challenges":[9,179],"due":[10],"to":[11,29,37,48,93,140,218,243],"the":[12,21,35,50,60,142,173,209],"inherent":[13],"volatility":[14],"and":[15,52,90,116,131,153,168,187,216,235],"complexity":[16,190],"of":[17,23,54,136,162,175],"AI":[18],"technologies,":[19],"necessitating":[20],"development":[22],"specialized":[24],"methodologies.":[25],"It":[26],"is":[27,105,121],"crucial":[28],"prepare":[30],"upcoming":[31],"software":[32,83],"engineers":[33],"with":[34,147],"abilities":[36],"specify":[38],"high-quality":[39],"requirements":[40,65,201],"systems.":[43,205],"Goal:":[44],"This":[45],"research":[46],"aims":[47],"evaluate":[49],"effectiveness":[51,154],"applicability":[53],"Goal-Oriented":[55],"(GORE),":[58],"specifically":[59],"KAOS":[61,143],"method,":[62],"in":[63,80,108,155,203,232],"facilitating":[64],"elicitation":[66,202],"within":[70],"an":[71,77,81],"educational":[72,156,234],"context.":[73],"Method:":[74],"We":[75],"conducted":[76],"empirical":[78],"study":[79],"introductory":[82],"engineering":[84],"class,":[85],"combining":[86],"presentations,":[87],"practical":[88,236],"exercises,":[89],"a":[91,229],"survey":[92],"assess":[94],"students'":[95],"experience":[96],"using":[97],"GORE.":[98],"Results:":[99],"The":[100,134],"analysis":[101],"revealed":[102],"that":[103,225,239],"GORE":[104,195,226],"particularly":[106],"effective":[107,123],"capturing":[109],"high-level":[110],"requirements,":[111],"such":[112,127,180],"as":[113,128,181],"user":[114],"expectations":[115],"system":[117],"necessity.":[118],"However,":[119,178],"it":[120],"less":[122],"detailed":[125],"planning,":[126],"ensuring":[129],"privacy":[130],"handling":[132],"errors.":[133],"majority":[135],"students":[137],"were":[138,191],"able":[139],"apply":[141],"methodology":[144],"correctly":[145],"or":[146],"minor":[148],"inadequacies,":[149],"indicating":[150],"its":[151,165,245],"usability":[152],"settings.":[157],"Students":[158],"identified":[159,220],"several":[160],"benefits":[161],"GORE,":[163],"including":[164],"goal-oriented":[166],"nature":[167],"structured":[169],"approach,":[170],"which":[171],"facilitated":[172],"management":[174],"complex":[176],"requirements.":[177],"determining":[182],"goal":[183],"refinement":[184],"stopping":[185],"criteria":[186],"managing":[188],"diagram":[189],"also":[192],"noted.":[193],"Conclusion:":[194],"shows":[196],"significant":[197],"potential":[198],"enhancing":[200],"While":[206],"generally":[207],"effective,":[208],"approach":[210],"could":[211],"benefit":[212],"from":[213],"additional":[214],"support":[215],"resources":[217],"address":[219],"challenges.":[221],"These":[222],"findings":[223],"suggest":[224],"can":[227],"be":[228],"valuable":[230],"tool":[231],"both":[233],"contexts,":[237],"provided":[238],"enhancements":[240],"are":[241],"made":[242],"facilitate":[244],"application.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2024-11-16T00:00:00"}
