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Report NEP-BIG-2025-12-01
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.Subscribe to this report: email, RSS, or Mastodon, or Bluesky.
Other reports in NEP-BIG
The following items were announced in this report:
- Julian Lütticke & Lukas Lautenschlaeger & Wolfgang Schäfers, 2025, "Forecasting U.S. REIT Returns: Leveraging GenAI-Extracted Sentiment," ERES, European Real Estate Society (ERES), number eres2025_242, Jan.
- Hongyang Yang & Xiao-Yang Liu & Qingwei Wu, 2025, "A Practical Machine Learning Approach for Dynamic Stock Recommendation," Papers, arXiv.org, number 2511.12129, Nov.
- Jianfei Cao & Michael P. Leung, 2025, "Neighborhood Stability in Double/Debiased Machine Learning with Dependent Data," Papers, arXiv.org, number 2511.10995, Nov.
- Hongyang Yang & Xiao-Yang Liu & Shan Zhong & Anwar Walid, 2025, "Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy," Papers, arXiv.org, number 2511.12120, Nov.
- Qian'ang Mao & Yuxuan Zhang & Jiaman Chen & Wenjun Zhou & Jiaqi Yan, 2025, "Know Your Intent: An Autonomous Multi-Perspective LLM Agent Framework for DeFi User Transaction Intent Mining," Papers, arXiv.org, number 2511.15456, Nov.
- Daniel Moulton & Larry Santucci & Robyn Smith, 2025, "Combining AI and Established Methods for Historical Document Analysis," Consumer Finance Institute discussion papers, Federal Reserve Bank of Philadelphia, number 25-02, Oct, DOI: 10.21799/frbp.dp.2025.02.
- Ka Man Leung & Yu Cheung Wong & Kin Kwok Lai & Dah Ming Chiu, 2025, "A Longitudinal Rental Analysis of Sub-divided Units in Hong Kong by Machine Learning Algorithms," ERES, European Real Estate Society (ERES), number eres2025_137, Jan.
- Phoebe Koundouri & Konstantinos Dellis & Monika Mavragani & Angelos Plataniotis & Chrysilia Pitti & Georgios Feretzakis, 2025, "Data-Driven Insights on Human Security Integration in EU Green Deal Policies," DEOS Working Papers, Athens University of Economics and Business, number 2565, Nov.
- Siqi Huang & Anupam Nanda & Eero Valtonen, 2025, "Sentiment in Sustainability: Does mood in ESG Disclosure Associate with Financial Performance in the Real Estate Sector?," ERES, European Real Estate Society (ERES), number eres2025_241, Jan.
- Zelingher, Rotem, , "Democratising Agricultural Commodity Price Forecasting: The AGRICAF Approach," Agricultural Economics Society 99th Annual Conference, April 14-16, 2025, The University of Bordeaux, France, Agricultural Economics Society (AES), number 356741, DOI: 10.22004/ag.econ.356741.
- Babolmorad, N. & Massoud, N., 2025, "Supervising Sentiment Models: Market Signals or Human Expertise?," Cambridge Working Papers in Economics, Faculty of Economics, University of Cambridge, number 2577, Oct.
- Emmanuel Flachaire & Bertille Picard, 2025, "Decomposing Inequalities using Machine Learning and Overcoming Common Support Issues," Papers, arXiv.org, number 2511.13433, Nov.
- Karen Martinus & Jane Zheng, 2025, "Data-Driven Analytics for the UK Logistics Market: A Spatial and Predictive Approach," ERES, European Real Estate Society (ERES), number eres2025_259, Jan.
- Martin Regnaud & Julie Le Gallo, 2025, "Rental Market Tightness in Ile-de-France : Empirical evidence from platform data," ERES, European Real Estate Society (ERES), number eres2025_131, Jan.
- Sofiia Dolgikh & Bodan Potanin, 2025, "Double machine learning for causal inference in a multivariate sample selection model," Papers, arXiv.org, number 2511.12640, Nov.
- Luca Corazzini & Elisa Deriu & Marco Guerzoni, 2025, "Decision and Gender Biases in Large Language Models: A Behavioral Economic Perspective," Papers, arXiv.org, number 2511.12319, Nov.
- Paul C. Behler & Laurenz Guenther, 2025, "From Weimar to Today: Mapping Populism Across German Parliaments," ECONtribute Discussion Papers Series, University of Bonn and University of Cologne, Germany, number 381, Nov.
- Fang, Qixiang & Garcia-Bernardo, Javier & van Kesteren, Erik-Jan, 2025, "Using Large Language Models for Text Annotation in Social Science and Humanities: A Hands-On Python/R Tutorial," SocArXiv, Center for Open Science, number v4eq6_v1, Nov, DOI: 10.31219/osf.io/v4eq6_v1.
- Yu, Jiao & Cudjoe, Thomas K.M. & Mathis, Walter S. & Chen, Xi, 2025, "Uncovering the Biological Toll of Neighborhood Disorder Trajectories: New Evidence Using Machine Learning Methods and Biomarkers in Older Adults," IZA Discussion Papers, IZA Network @ LISER, number 18251, Nov.
- Simon Thaler & Felipe Calainho & Marc Francke, 2025, "Investigating the Impact of Building Footprints on Valuation in Automated Valuation Models," ERES, European Real Estate Society (ERES), number eres2025_194, Jan.
- Sophia Bodensteiner & Lukas Lautenschlaeger & Wolfgang Schäfers & Andrew Mueller, 2025, "Decoding ESG Impact: How Advanced Sentiment Analysis Reveals ESG-related Textual Impact on REIT Returns," ERES, European Real Estate Society (ERES), number eres2025_151, Jan.
- Emmanuel Lwele & Sabuni Emmanuel & Sitali Gabriel Sitali, 2025, "Risk-Aware Deep Reinforcement Learning for Dynamic Portfolio Optimization," Papers, arXiv.org, number 2511.11481, Nov.
- Heyang Ma & Qirui Mi & Qipeng Yang & Zijun Fan & Bo Li & Haifeng Zhang, 2025, "Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making," Papers, arXiv.org, number 2511.12876, Nov, revised Mar 2026.
- Benami, Elinor & Carter, Michael R. & Hobbs, Andrew & Jin, Zhenong & Kirchner, Ella, 2024, "Get in the Zone: The Risk-Adjusted Welfare Effects of Data-Driven vs. Administrative Borders for Index Insurance Zones," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India, International Association of Agricultural Economists (IAAE), number 344685, Aug, DOI: 10.22004/ag.econ.344685.