征稿期刊

Management Science

期刊级别

SSCI (JCR 2023)

IF 4.6

Q1 (MANAGEMENT 93/407)

SCIE (JCR 2023)

IF 4.6

Q1 (OPERATIONS RESEARCH & MANAGEMENT SCIENCE 22/106)

征稿主题

AI for Business and Finance Decisions

细分领域

Generative AI, large language models (LLMs), and other foundational models having impacts or applications in finance and related areas

Leveraging AI, machine learning, and agent-based models to study heterogeneity in the finance and business economics domain

AI/ML models for finance applications and econometrics, including time series predictions, causal inference, and managerial learning/optimization under uncertainty

Decision analytics and methods applied to financial management and decisions

Robust control, dynamic programming, and structural estimations using deep learning with applications in finance and related areas

Algorithmic transparency and interpretable AI in finance and related areas

Algorithmic fairness, bias, discrimination, and amplification in AI/ML/big data applications in finance and related business domains

Human-centered AI and human–machine interaction in finance and related areas

Security, systemic risk, and privacy issues concerning use of AI and ML in finance

Reinforcement learning, federated learning, and transfer learning in financial settings

Business fraud detection and AI/ML applications in financial regulation

AI-driven optimization techniques and applications or advanced methodologies for prescriptive decision making in finance and business economics domains

The use of AI in creating personalized financial advice and automated investment management services through, for example, robo-advisors or LLM-based apps

Alignment issues to deal with reward hacking, instrumental strategies (power seeking, survival), etc., and its relevance in financial and business settings

Multimodal systems and models with applications in finance and business decisions

Methods for machine unlearning, data selection, or data augmentation in the settings of finance and related business fields

重要时间

Submission Deadline: 31 December 2025

原文：https://mp.weixin.qq.com/s/D7KxksXPD3P7qhaL6oyYwA