Data · dataset · 2026
Materials | Exploring LLMs and AI Agents for User Stories Production: Lessons Learned from a Classroom Experience
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.6084/m9.figshare.34032279.v2
<p dir="ltr">This research compares three strategies for creating USs: manual, supported by a general-purpose LLM, and supported by a specialized AI Agent.
Description
We analyze students' perceptions of the USs produced and the advantages and disadvantages of each approach.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34032279.v2 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Educational technology and computing · Educational technology and computing · Educational technology and computing · Empirical software engineering · Empirical software engineering · Empirical software engineering · Engineering · Engineering · Engineering · Requirements engineering · Requirements engineering · Requirements engineering · Social Science · Social Science · Social Science
Provenance · 3 source records, 26 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34032279 | 4 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34032279 | 4 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34032279 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:390405 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390405 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390405 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:461202 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461205 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Requirements engineering'] |
| concepts[field].anzsrc:field:461205 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Requirements engineering'] |
| concepts[field].anzsrc:field:461205 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Requirements engineering'] |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:social-science | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |