Saltar al contenido principal

Escribir un comentario

PREreview estructurada del Automating Business Intelligence Requirements with Generative AI and Semantic Search

Publicado
DOI
10.5281/zenodo.17220714
Licencia
CC BY 4.0
Does the introduction explain the objective of the research presented in the preprint?
Yes
The paper clearly sets out the problem: BI requirements gathering is manual, slow, and error-prone. The objective is to automate this using generative AI + semantic search.
Are the methods well-suited for this research?
Somewhat appropriate
They propose a pipeline combining LLM-based natural language processing with semantic search over schema metadata.
Are the conclusions supported by the data?
Somewhat supported
Conclusions (that AI + semantic search reduce BI requirement effort) are supported by experiments, but tested in controlled settings, not in full enterprise BI projects.
Are the data presentations, including visualizations, well-suited to represent the data?
Somewhat appropriate and clear
Figures are okay, but some diagrams could be clearer for non-technical BI audiences.
How clearly do the authors discuss, explain, and interpret their findings and potential next steps for the research?
Somewhat clearly
They suggest extending to larger datasets and real BI implementations. This is clear but could be deeper.
Is the preprint likely to advance academic knowledge?
Somewhat likely
Yes, this is a novel angle (generative AI for BI requirements).
Would it benefit from language editing?
Yes
Understandable but has some awkward phrasing.
Would you recommend this preprint to others?
Yes, but it needs to be improved
Worth reading but still needs refinement.
Is it ready for attention from an editor, publisher or broader audience?
Yes, after minor changes
Ready for attention after minor changes.

Competing interests

The author declares that they have no competing interests.

Puedes escribir un comentario en esta PREreview de Automating Business Intelligence Requirements with Generative AI and Semantic Search.

Antes de comenzar

Te pediremos que inicies sesión con tu ORCID iD. Si no tienes un ORCID iD, puedes crear uno.

¿Qué es un ORCID iD?

Un ORCID iD es un identificador único que te distingue de todas las demás personas con el mismo nombre o similar.

Comenzar ahora