Sparse Attention Combined with RAG Technology for Financial Data Analysis

Zhaoyan Zhang, Kaixian Xu, Yu Qiao, Alan Wilson

Open source

DOI: 10.30564/jcsr.v7i2.8933
Published: 2025-03-26
Container: Journal of Computer Science Research
Publisher: Bilingual Publishing Group
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.30564/jcsr.v7i2.8933,
  title = {Sparse Attention Combined with RAG Technology for Financial Data Analysis},
  author = {Zhaoyan Zhang and Kaixian Xu and Yu Qiao and Alan Wilson},
  year = {2025},
  journal = {Journal of Computer Science Research},
  doi = {10.30564/jcsr.v7i2.8933},
  url = {https://doi.org/10.30564/jcsr.v7i2.8933}
}

RIS

TY  - JOUR
TI  - Sparse Attention Combined with RAG Technology for Financial Data Analysis
AU  - Zhaoyan Zhang
AU  - Kaixian Xu
AU  - Yu Qiao
AU  - Alan Wilson
PY  - 2025
JO  - Journal of Computer Science Research
DO  - 10.30564/jcsr.v7i2.8933
UR  - https://doi.org/10.30564/jcsr.v7i2.8933
ER  -

APA

Zhang, Z., Xu, K., Qiao, Y., & Wilson, A. (2025). Sparse Attention Combined with RAG Technology for Financial Data Analysis. Journal of Computer Science Research. https://doi.org/10.30564/jcsr.v7i2.8933

Source records

crossref · retrieved 2026-09-25T01:54:49.720Z