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Digital transformation significantly impacts firm investment, financing, and value enhancement. A systematic investigation from the corporate finance perspective has not yet been formed. This paper combines bibliometric and content analysis…

General Finance · Quantitative Finance 2024-12-31 Ping Zhang , Yiru Wang

Social sciences have accumulated a rich body of theories and methodologies for investigating the human mind and behaviors, while offering valuable insights into the design and understanding of Artificial Intelligence (AI) systems. Focusing…

Artificial Intelligence · Computer Science 2025-07-31 Han Jiang , Pengda Wang , Xiaoyuan Yi , Xing Xie , Ziang Xiao

Humans and large language models (LLMs) now co-produce and co-consume the web's shared knowledge archives. Such human-AI collective knowledge ecosystems contain feedback loops with both benefits (e.g., faster growth, easier learning) and…

Computers and Society · Computer Science 2026-01-29 Buddhika Nettasinghe , Kang Zhao

Large language models (LLMs) are increasingly transforming biomedical discovery and clinical innovation, yet their impact extends far beyond algorithmic revolution-LLMs are restructuring how scientific collaboration occurs, who…

Social and Information Networks · Computer Science 2025-11-04 Lingyao Li , Zhijie Duan , Xuexin Li , Xiaoran Xu , Zhaoqian Xue , Siyuan Ma , Jin Jin

The increasing integration of AI tools in education has led prior research to explore their impact on learning processes. Nevertheless, most existing studies focus on higher education and conventional instructional contexts, leaving open…

Human-Computer Interaction · Computer Science 2025-12-25 Gaia Ebli , Bianca Raimondi , Maurizio Gabbrielli

The arrival of deep learning techniques able to infer patterns from large datasets has dramatically improved the performance of Artificial Intelligence (AI) systems. Deep learning's rapid development and adoption, in great part led by large…

Computers and Society · Computer Science 2022-01-12 Joel Klinger , Juan Mateos-Garcia , Konstantinos Stathoulopoulos

This paper proposes a rigorous framework to examine the two-way relationship between artificial intelligence (AI), human cognition, problem-solving, and cultural adaptation across academic and business settings. It addresses a key gap by…

Human-Computer Interaction · Computer Science 2025-10-14 Matthias Huemmer , Theophile Shyiramunda , Michelle J. Cummings-Koether

Companies struggle to continuously develop and deploy AI models to complex production systems due to AI characteristics while assuring quality. To ease the development process, continuous pipelines for AI have become an active research area…

Software Engineering · Computer Science 2023-01-24 Monika Steidl , Michael Felderer , Rudolf Ramler

The focus of AI development has shifted from academic research to practical applications. However, AI development faces numerous challenges at various levels. This article will attempt to analyze the opportunities and challenges of AI from…

Artificial Intelligence · Computer Science 2026-01-06 Bor-Sung Liang

Background: The field of Artificial Intelligence has undergone cyclical periods of growth and decline, known as AI summers and winters. Currently, we are in the third AI summer, characterized by significant advancements and…

Artificial Intelligence · Computer Science 2025-04-08 Brandon C. Colelough , William Regli

Supply chain risk assessment (SCRA) is pivotal for ensuring resilience in increasingly complex global supply networks. While existing reviews have explored traditional methodologies, they often neglect emerging artificial intelligence (AI)…

Machine Learning · Computer Science 2025-03-03 Md Abrar Jahin , Saleh Akram Naife , Anik Kumar Saha , M. F. Mridha

Artificial Intelligence (AI) is reshaping journalistic practices across the globe, offering new opportunities while raising ethical, professional, and societal concerns. This study presents a comprehensive systematic review of published…

Computers and Society · Computer Science 2025-07-16 Mohammad Al Masum Molla , Md Manjurul Ahsan

AI alignment research is the field of study dedicated to ensuring that artificial intelligence (AI) benefits humans. As machine intelligence gets more advanced, this research is becoming increasingly important. Researchers in the field…

Computers and Society · Computer Science 2022-06-08 Jan H. Kirchner , Logan Smith , Jacques Thibodeau , Kyle McDonell , Laria Reynolds

This survey paper chronicles the evolution of evaluation in multimodal artificial intelligence (AI), framing it as a progression of increasingly sophisticated "cognitive examinations." We argue that the field is undergoing a paradigm shift,…

Artificial Intelligence · Computer Science 2026-01-07 Mayank Ravishankara , Varindra V. Persad Maharaj

Understanding the creation, evolution, and dissemination of scientific knowledge is crucial for bridging diverse subject areas and addressing complex global challenges such as pandemics, climate change, and ethical AI. Scientometrics, the…

Digital Libraries · Computer Science 2025-06-03 Yiqiao Jin , Yijia Xiao , Yiyang Wang , Jindong Wang

Artificial intelligence (AI) systems are rapidly becoming more capable, autonomous, and deeply embedded in social life. As humans increasingly interact, cooperate, and compete with AI, we move from purely human societies to hybrid human-AI…

Physics and Society · Physics 2026-03-19 The Anh Han , Joel Z. Leibo , Tom Lenaerts , Iyad Rahwan , Fernando Santos , Matjaž Perc , Valerio Capraro

The acceleration of artificial intelligence (AI) in science is recognized and many scholars have begun to explore its role in interdisciplinary collaboration. However, the mechanisms and extent of this impact are still unclear. This study,…

Digital Libraries · Computer Science 2025-10-28 Naixuan Zhao , Chunli Wei , Xinyan Zhang , Jiang Li

Deep learning belongs to the field of artificial intelligence, where machines perform tasks that typically require some kind of human intelligence. Similar to the basic structure of a brain, a deep learning algorithm consists of an…

Digital Libraries · Computer Science 2021-11-18 Jan Egger , Antonio Pepe , Christina Gsaxner , Yuan Jin , Jianning Li , Roman Kern

We present a transparent, reproducible measurement of research trends across 26,104 accepted papers from CVPR, ICLR, and NeurIPS spanning 2023-2025. Titles and abstracts are normalized, phrase-protected, and matched against a hand-crafted…

Computer Vision and Pattern Recognition · Computer Science 2025-10-13 Fengming Lin

Learning the underlying patterns in data goes beyond instance-based generalization to external knowledge represented in structured graphs or networks. Deep learning that primarily constitutes neural computing stream in AI has shown…

Artificial Intelligence · Computer Science 2023-09-04 Ugur Kursuncu , Manas Gaur , Amit Sheth