Publication2026
FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model
- Decent Work and Economic Growth
- Industry, Innovation and Infrastructure
- Thriving and Sustainable Economy
The record
- Type
- Publication
- Date
- 1 January 2026
- Level
- National
- Journal
- Procedia Computer Science
- Volume
- 283
- Pages
- 3570-3580
- Published
- 1 January 2026
- DOI
- 10.1016/j.procs.2026.06.419
- Scopus ID
- 105046061127
- ISSN
- 18770509
- Authors
- 6
- Open access
- Yes
- Citations
- 0
- International co-authorship
- No
- Co-author countries
- IN
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
8.2 Achieve higher economic productivity through diversification, technological upgrading and innovation
Machine learning forecasting of stock market earnings and volatility supports economic productivity optimization.
- Moderate confidence
- The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
- Judged
- Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
EGARCH and LSTM integration with NLP for financial prediction demonstrates advanced computational methodology.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-2 Thriving and Sustainable Economy
Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 8 label. Machine learning forecasting of stock market earnings and volatility supports economic productivity optimization.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Each label above carries the instrument and the version that produced it. How each classification is reached.
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- 1
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Citing this record
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KIIT Deemed to be University. “FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model”. Kortex.