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相关论文: Analyzing the Impact of Companies on AI Research B…

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Artificial intelligence (AI) has seen fast paced development in industry and academia. However, striking recent advances by industry have stunned the field, inviting a fresh perspective on the role of academic research on this progress.…

计算机与社会 · 计算机科学 2024-09-20 Lizhen Liang , Han Zhuang , James Zou , Daniel E. Acuna

Over the past four decades, artificial intelligence (AI) research has flourished at the nexus of academia and industry. However, Big Tech companies have increasingly acquired the edge in computational resources, big data, and talent. So…

数字图书馆 · 计算机科学 2025-12-08 Max Martin Gnewuch , Jan Philip Wahle , Terry Ruas , Bela Gipp

Peer review in academic research aims not only to ensure factual correctness but also to identify work of high scientific potential that can shape future research directions. This task is especially critical in fast-moving fields such as…

应用统计 · 统计学 2025-11-26 Buxin Su , Natalie Collina , Garrett Wen , Didong Li , Kyunghyun Cho , Jianqing Fan , Bingxin Zhao , Weijie Su

Emerging information technologies like social media, search engines, and AI can have a broad impact on public health, political institutions, social dynamics, and the natural world. It is critical to develop a scientific understanding of…

社会与信息网络 · 计算机科学 2025-10-27 Joseph Bak-Coleman , Cailin O'Connor , Carl Bergstrom , Jevin West

The ongoing artificial intelligence (AI) revolution has the potential to change almost every line of work. As AI capabilities continue to improve in accuracy, robustness, and reach, AI may outperform and even replace human experts across…

数字图书馆 · 计算机科学 2024-06-04 Jian Gao , Dashun Wang

The transformative potential of AI presents remarkable opportunities, but also significant risks, underscoring the importance of responsible AI development and deployment. Despite a growing emphasis on this area, there is limited…

计算机与社会 · 计算机科学 2026-01-30 Nur Ahmed , Amit Das , Kirsten Martin , Kawshik Banerjee

There exists a growing discourse around the domination of Big Tech on the landscape of artificial intelligence (AI) research, yet our comprehension of this phenomenon remains cursory. This paper aims to broaden and deepen our understanding…

Artificial intelligence (AI) is gradually changing the planet. Data digitisation, computing infrastructure and machine learning are helping AI tools to spread across all sectors of society. This article presents the results of a…

计算机与社会 · 计算机科学 2023-12-19 Juan-Jose Prieto-Gutierrez , Francisco Segado-Boj , Fabiana Da Silva França

This study presents a bibliometric analysis of industry--academia collaboration in artificial intelligence (AI) research, focusing on papers from two major international conferences, AAAI and IJCAI, from 2010 to 2023. Most previous studies…

数字图书馆 · 计算机科学 2025-10-03 Kazuhiro Yamauchi , Marie Katsurai

Artificial Intelligence is now recognized as a general-purpose technology with ample impact on human life. This work aims at understanding the evolution of AI and, in particular Machine learning, from the perspective of researchers'…

人工智能 · 计算机科学 2024-01-10 Rafael B. Audibert , Henrique Lemos , Pedro Avelar , Anderson R. Tavares , Luís C. Lamb

Papers published in top conferences contribute influential discoveries that are reshaping the landscape of modern Artificial Intelligence (AI). We analyzed 87,137 papers from 11 AI conferences to examine publication trends over the past…

数字图书馆 · 计算机科学 2024-12-12 Ariful Azad , Afeefa Banu

Development in Artificial Intelligence (AI) has accelerated scientific discovery. Alongside recent AI-oriented Nobel prizes, these trends establish the role of AI tools in science. This advancement raises questions about the potential…

计算机与社会 · 计算机科学 2025-12-02 Qianyue Hao , Fengli Xu , Yong Li , James Evans

The private sector is playing an increasingly important role in basic Artificial Intelligence (AI) R&D. This phenomenon, which is reflected in the perception of a brain drain of researchers from academia to industry, is raising concerns…

计算机与社会 · 计算机科学 2021-02-17 Roman Jurowetzki , Daniel Hain , Juan Mateos-Garcia , Konstantinos Stathoulopoulos

Generative artificial intelligence (AI) technologies like ChatGPT, have significantly impacted academic writing and publishing through their ability to generate content at levels comparable to or surpassing human writers. Through a review…

数字图书馆 · 计算机科学 2024-06-11 Brady Lund , Manika Lamba , Sang Hoo Oh

This work aims to study the dynamic between research in the industry and academia in computer vision. The results are demonstrated on a set of top-5 vision conferences that are representative of the field. Since data for such analysis was…

计算机视觉与模式识别 · 计算机科学 2021-07-20 Iuliia Kotseruba , Manos Papagelis , John K. Tsotsos

In this paper, we present an illustration to the history of Artificial Intelligence(AI) with a statistical analysis of publish since 1940. We collected and mined through the IEEE publish data base to analysis the geological and…

人工智能 · 计算机科学 2013-11-26 Yunpeng Li , Jie Liu , Yong Deng

In the field of artificial intelligence (AI) research, there seems to be a rapprochement between academics and industrial forces. The aim of this study is to assess whether and to what extent industrial domination in the field as well as…

数字图书馆 · 计算机科学 2025-05-26 Antoine Houssard

AI research is increasingly industry-driven, making it crucial to understand company contributions to this field. We compare leading AI companies by research publications, citations, size of training runs, and contributions to algorithmic…

计算机与社会 · 计算机科学 2023-12-04 Ben Cottier , Tamay Besiroglu , David Owen

This literature review identifies indicators that associate with higher impact or higher quality research from article text (e.g., titles, abstracts, lengths, cited references and readability) or metadata (e.g., the number of authors,…

数字图书馆 · 计算机科学 2022-12-14 Kayvan Kousha , Mike Thelwall

The rapid integration of generative AI into academic writing has prompted widespread policy responses from journals and publishers. However, the effectiveness of these policies remains unclear. Here, we analyze 5,114 journals and over 5.2…

人工智能 · 计算机科学 2026-01-21 Yongyuan He , Yi Bu
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