{"id":"https://openalex.org/W7160650926","doi":"https://doi.org/10.1145/3796315.3796329","title":"Building Effective Prompts for LLMs in Software Engineering Education: A Component Indicator Approach","display_name":"Building Effective Prompts for LLMs in Software Engineering Education: A Component Indicator Approach","publication_year":2026,"publication_date":"2026-01-21","ids":{"openalex":"https://openalex.org/W7160650926","doi":"https://doi.org/10.1145/3796315.3796329"},"language":null,"primary_location":{"id":"doi:10.1145/3796315.3796329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3796315.3796329","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 9th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3796315.3796329","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059001502","display_name":"Irdina Wanda Syahputri","orcid":"https://orcid.org/0000-0003-1839-1081"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]},{"id":"https://openalex.org/I4210109270","display_name":"Reliable Software Resources (United States)","ror":"https://ror.org/01v5fm873","country_code":"US","type":"company","lineage":["https://openalex.org/I4210109270"]}],"countries":["ID","US"],"is_corresponding":false,"raw_author_name":"Irdina Wanda Syahputri","raw_affiliation_strings":["Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-1839-1081","affiliations":[{"raw_affiliation_string":"Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571","https://openalex.org/I4210109270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135645201","display_name":"Eko K. Budiardjo","orcid":"https://orcid.org/0000-0001-5024-6226"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]},{"id":"https://openalex.org/I4210109270","display_name":"Reliable Software Resources (United States)","ror":"https://ror.org/01v5fm873","country_code":"US","type":"company","lineage":["https://openalex.org/I4210109270"]}],"countries":["ID","US"],"is_corresponding":false,"raw_author_name":"Eko K. Budiardjo","raw_affiliation_strings":["Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-5024-6226","affiliations":[{"raw_affiliation_string":"Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571","https://openalex.org/I4210109270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135674074","display_name":"Panca O. Hadi Putra","orcid":"https://orcid.org/0000-0003-4281-3731"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Panca O. Hadi Putra","raw_affiliation_strings":["Digital Library and Distance Learning?Laboratory, Universitas Indonesia, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-4281-3731","affiliations":[{"raw_affiliation_string":"Digital Library and Distance Learning?Laboratory, Universitas Indonesia, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107421031","display_name":"Sandfreni Azhar","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]},{"id":"https://openalex.org/I4210109270","display_name":"Reliable Software Resources (United States)","ror":"https://ror.org/01v5fm873","country_code":"US","type":"company","lineage":["https://openalex.org/I4210109270"]}],"countries":["ID","US"],"is_corresponding":false,"raw_author_name":"Sandfreni Azhar","raw_affiliation_strings":["Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-4688-6786","affiliations":[{"raw_affiliation_string":"Reliable Software Engineering, Universitas Indonesia, Depok, West Java, Indonesia","institution_ids":["https://openalex.org/I29617571","https://openalex.org/I4210109270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093035372","display_name":"E Imandeka","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105403","display_name":"Universitas Muhammadiyah Tangerang","ror":"https://ror.org/01gngef73","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210105403"]},{"id":"https://openalex.org/I4210117486","display_name":"Institut Teknologi Indonesia","ror":"https://ror.org/01nag1a70","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210117486"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ejo Imandeka","raw_affiliation_strings":["Correctional Engineering Lab, Politeknik Pengayoman Indonesia, Tangerang, Tangerang, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-8247-9291","affiliations":[{"raw_affiliation_string":"Correctional Engineering Lab, Politeknik Pengayoman Indonesia, Tangerang, Tangerang, Indonesia","institution_ids":["https://openalex.org/I4210105403","https://openalex.org/I4210117486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75724939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.17749999463558197,"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":0.17749999463558197,"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/T11122","display_name":"Online Learning and Analytics","score":0.10429999977350235,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.04569999873638153,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6223999857902527},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5339000225067139},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.4950000047683716},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41990000009536743},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.41769999265670776},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4092999994754791},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.4018000066280365},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.37389999628067017}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6223999857902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6043999791145325},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5649999976158142},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.4950000047683716},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41990000009536743},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.41769999265670776},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4092999994754791},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.37389999628067017},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.35910001397132874},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3562000095844269},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.30820000171661377},{"id":"https://openalex.org/C2779825147","wikidata":"https://www.wikidata.org/wiki/Q1753447","display_name":"Project-based learning","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C52913732","wikidata":"https://www.wikidata.org/wiki/Q857102","display_name":"Software design","level":4,"score":0.29190000891685486},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.2800999879837036},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.2786000072956085},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.27379998564720154},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.26750001311302185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26600000262260437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2653999924659729},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3796315.3796329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3796315.3796329","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 9th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3796315.3796329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3796315.3796329","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 9th International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6856802701950073}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W4379598302","https://openalex.org/W4388046560","https://openalex.org/W4391061229","https://openalex.org/W4392183453","https://openalex.org/W4401636979","https://openalex.org/W4401845159","https://openalex.org/W4402981241","https://openalex.org/W4403098813","https://openalex.org/W4404887651","https://openalex.org/W4405613931","https://openalex.org/W4407016464","https://openalex.org/W4407284288","https://openalex.org/W4409190866","https://openalex.org/W4409488333","https://openalex.org/W4409526088","https://openalex.org/W4409799499","https://openalex.org/W4409992316","https://openalex.org/W4410466080","https://openalex.org/W4410600144"],"related_works":[],"abstract_inverted_index":{"This":[0,42,178],"study":[1,141],"explores":[2],"the":[3,105,140,157,182],"identification":[4],"of":[5,44,108],"key":[6],"components":[7,107],"and":[8,38,57,67,99,121,129,137,149,162,172],"indicators":[9,150],"for":[10,151,159,188],"designing":[11],"effective":[12,147,191],"prompts":[13,49,84,192],"used":[14],"by":[15,184],"Large":[16],"Language":[17],"Models":[18],"(LLMs)":[19],"in":[20,85,119,198],"Software":[21,199],"Engineering":[22,200],"(SE)":[23],"learning.":[24],"In":[25,70],"contrast":[26],"to":[27,60,82,111,145,181],"other":[28],"learning":[29,118,196],"domain,":[30],"SE":[31,45,73,90,120,175],"Learning":[32],"integrates":[33],"systematic":[34],"thinking,":[35],"architectural":[36],"reasoning":[37],"iterative":[39,163],"development":[40],"cycles.":[41],"characteristic":[43],"where":[46],"requires":[47],"engineered":[48],"that":[50,87,125,166,193],"can":[51,63],"bridge":[52],"transition":[53],"between":[54],"abstract":[55],"understanding":[56],"practical":[58],"implementation":[59],"ensuring":[61],"students":[62],"navigate":[64],"analytical":[65],"inquiry":[66],"constructive":[68],"practice.":[69],"recent":[71],"years,":[72],"education":[74,201],"increasingly":[75],"incorporates":[76],"generative":[77],"AI,":[78],"it":[79],"is":[80],"essential":[81],"tailor":[83],"ways":[86],"align":[88],"with":[89,174],"specific":[91],"objectives,":[92],"such":[93],"as":[94],"problem":[95],"solving,":[96],"theory":[97],"application,":[98],"software":[100],"design.":[101],"The":[102,154],"research":[103,144],"investigates":[104],"structural":[106],"prompt":[109,152,164],"design":[110],"assess":[112],"how":[113],"well":[114],"they":[115],"support":[116],"self-directed":[117],"facilitate":[122],"AI":[123,168],"interactions":[124],"enhance":[126],"student":[127],"engagement":[128],"understanding.":[130],"Through":[131],"A":[132],"Systematic":[133],"Literature":[134],"Review":[135],"(SLR)":[136],"Content":[138],"Analysis,":[139],"synthesizes":[142],"existing":[143],"identify":[146],"practices":[148],"engineering.":[153],"findings":[155],"emphasize":[156],"need":[158],"clear,":[160],"contextual,":[161],"structures":[165],"ensure":[167],"outputs":[169],"remain":[170],"relevant":[171],"aligned":[173],"curriculum":[176],"objectives.":[177],"paper":[179],"contributes":[180],"field":[183],"providing":[185],"a":[186],"framework":[187],"creating":[189],"more":[190],"drive":[194],"deeper":[195],"outcomes":[197],"using":[202],"LLMs.":[203]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-09T00:00:00"}
