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相关论文: Theoretical Frameworks for Integrating Sustainabil…

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The integration of Artificial Intelligence into sustainable finance represents a transformative paradigm shift in how Environmental, Social, and Governance factors are analyzed, predicted, and incorporated into investment decisions. This…

计算工程、金融与科学 · 计算机科学 2026-05-26 Eduardo C. Garrido-Merchán , Esther Vaquero Lafuente , Elisa Aracil

Continued interest in sustainable investing calls for an axiomatic approach to measures of risk and reward that focus not only on financial returns, but also on measures of environmental and social sustainability, i.e. environmental,…

Sustainable Investing identifies the approach of investors whose aim is twofold: on the one hand, they want to achieve the best compromise between portfolio risk and return, but they also want to take into account the sustainability of…

投资组合管理 · 定量金融 2023-12-19 Francesco Cesarone , Manuel Luis Martino , Federica Ricca , Andrea Scozzari

In this article, we present a novel approach for the construction of an environment-friendly green portfolio using the ESG ratings, and application of the modern portfolio theory to present what we call as the ``green efficient frontier''…

投资组合管理 · 定量金融 2023-05-29 Shashwat Mishra , Rishabh Raj , Siddhartha P. Chakrabarty

Artificial Intelligence (AI) is a widely developed and adopted technology across entire industry sectors. Integrating environmental, social, and governance (ESG) considerations with AI investments is crucial for ensuring ethical and…

人工智能 · 计算机科学 2024-08-07 Sung Une Lee , Harsha Perera , Yue Liu , Boming Xia , Qinghua Lu , Liming Zhu , Jessica Cairns , Moana Nottage

The widespread confusion among investors regarding Environmental, Social, and Governance (ESG) rankings assigned by rating agencies has underscored a critical issue in sustainable investing. To address this uncertainty, our research has…

投资组合管理 · 定量金融 2025-09-23 Jiayue Zhang , Ken Seng Tan , Tony S. Wirjanto , Lysa Porth

This paper introduces and defines a novel concept in sustainable investing, termed crosswashing, and explore its impact on ESG (Environmental, Social, and Governance) ratings through quantitative analysis using a Multi-Criteria Decision…

综合经济学 · 经济学 2024-09-13 Bertrand Kian Hassani , Yacoub Bahini

This chapter explores the convergence of two major developments: the rise of environmental, social, and governance (ESG) investing and the exponential growth of artificial intelligence (AI) technology. The increased demand for diverse ESG…

人工智能 · 计算机科学 2025-05-20 Georgios Pavlidis

Many studies have examined the connection between the intention to start a business and environmental values. However, there still needs to be more knowledge in the extant literature about how climate change campaigns influence sustainable…

综合经济学 · 经济学 2024-07-25 Muhammad Rofiqul Islam , Abdullah Al Mehdi

Environmental, Social, and Governance (ESG) data provides non-financial insights into corporations. In this study, we aim to identify relevant ESG raw variables to assess financial risk, measured by logarithmic volatility of return. We…

风险管理 · 定量金融 2026-05-05 Zhi Chen , Zachary Feinstein , Ionut Florescu

In this work we propose a framework to construct Market-Implied Sustainability (MIS) scores for individual firms by exploiting fund-level sustainability classifications and granular portfolio holdings. The central idea is that the relative…

投资组合管理 · 定量金融 2026-03-17 Rosella Giacometti , Gabriele Torri , Marco Bonomelli , Davide Lauria

Sustainable innovation requires in-time development, diversification and transformation of business models from one to another. Business model innovation, development and transformation for sustainability incorporates economic,…

社会与信息网络 · 计算机科学 2021-03-31 Iqra Sadaf Khan , Jukka Majava

For organizations to survive and flourish in the long term, innovation and novelty must be continually introduced, which is particularly true in today's rapidly changing world. This raises a variety of ethical and sustainability…

计算机与社会 · 计算机科学 2025-05-06 Maria Fay , Frederik F. Flöther

Over the past years, topics ranging from climate change to human rights have seen increasing importance for investment decisions. Hence, investors (asset managers and asset owners) who wanted to incorporate these issues started to assess…

人工智能 · 计算机科学 2021-09-22 Tim Krappel , Alex Bogun , Damian Borth

The burgeoning integration of Artificial Intelligence (AI) into Environmental, Social, and Governance (ESG) initiatives within the financial sector represents a paradigm shift towards more sus-tainable and equitable financial practices.…

计算机与社会 · 计算机科学 2024-03-12 Jun Xu

While material innovation can enable sustainable development, environmental and social impacts of emerging materials are often assessed only after design choices are "locked in." Here, we argue for a shift in perspective: life cycle…

材料科学 · 物理学 2026-04-28 Rachel Woods-Robinson , Amalie Trewartha

Sustainable investing refers to the integration of environmental and social aspects in investors' decisions. We propose a novel methodology based on the Triangulated Maximally Filtered Graph and node2vec algorithms to construct an hedging…

投资组合管理 · 定量金融 2024-03-15 Michele Azzone , Maria Chiara Pocelli , Davide Stocco

Incorporating environmental, social, and governance (ESG) considerations into systematic investments has drawn numerous attention recently. In this paper, we focus on the ESG events in financial news flow and exploring the predictive power…

计算金融 · 定量金融 2020-05-07 Tian Guo , Nicolas Jamet , Valentin Betrix , Louis-Alexandre Piquet , Emmanuel Hauptmann

Portfolio optimization involves determining the optimal allocation of portfolio assets in order to maximize a given investment objective. Traditionally, some form of mean-variance optimization is used with the aim of maximizing returns…

Recently, environmental, social, and governance (ESG) has become an important factor in companies' sustainable development. Artificial intelligence (AI) is also a core digital technology that can create innovative, sustainable,…

综合经济学 · 经济学 2023-12-01 Chenglin Qing , Shanyue Jin
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