Report NEP-BIG-2025-12-22

This is the archive for NEP-BIG, a report on new working papers in the area of Big Data. Tom Coupé (Tom Coupe) issued this report. It is usually issued weekly.

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Other reports in NEP-BIG

The following items were announced in this report:

• Juan C. King & Jose M. Amigo, 2025, "Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions," Papers, arXiv.org, number 2512.02036, Nov.
• Sheresheva, M.Y., 2025, "The Elaboration of the Patent Processing Instrument Based on Machine Learning Technology," GATR Journals, Global Academy of Training and Research (GATR) Enterprise, number jber267, Dec, DOI: https://doi.org/10.35609/jber.2025..
• Slonimczyk, Fabian, 2025, "This Candidate is [MASK]. Prompt-based Sentiment Extraction and Reference Letters," MPRA Paper, University Library of Munich, Germany, number 126675, Oct.
• César Anzola Bravo & Paola Poveda, 2025, "Forecasting Disaggregated Food Inflation Baskets in Colombia with an XGBoost Model," Borradores de Economia, Banco de la Republica de Colombia, number 1335, Dec, DOI: 10.32468/be.1335.
• Arieda Muc{c}o, 2025, "Measuring Corruption from Text Data," Papers, arXiv.org, number 2512.09652, Dec.
• Loreta Isaraj, 2025, "Automated data extraction from unstructured text using LLMs: A scalable workflow for Stata users," Italian Stata Users' Group Meetings 2025, Stata Users Group, number 13, Oct.
• Swati Sachan & Theo Miller & Mai Phuong Nguyen, 2025, "Responsible LLM Deployment for High-Stake Decisions by Decentralized Technologies and Human-AI Interactions," Papers, arXiv.org, number 2512.04108, Nov.
• Carlo Drago, 2025, "Text mining and hierarchical clustering in Stata: An applied approach for real-time policy monitoring, forecasting, and literature mapping," Italian Stata Users' Group Meetings 2025, Stata Users Group, number 14, Oct.
• Stefano M Iacus & Giuseppe Porro, 2025, "Job Satisfaction Through the Lens of Social Media: Rural--Urban Patterns in the U.S," Papers, arXiv.org, number 2512.05144, Dec.