Artificial Intelligence for Research (AI4R): Knowledge Base and Impact

Artificial Intelligence for Research (AI4R) has recently emerged as the fifth research paradigm, exerting a significant impact across various fields. This paper aims to provide an overview of the current applications of AI4R, laying the groundwork for a knowledge framework that elucidates its components and characteristics. We will explore emerging research models enabled by AI4R, discuss tools developed through AI4R-based MAN-AI collaborations, and assess how these innovations have enhanced existing research capabilities. Finally, the paper identifies key trends driven by AI4R.

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Published
2024-11-06
DOI
https://doi.org/10.1109/ieir62538.2024.10959986
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00

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article

Artificial Intelligence for Research (AI4R): Knowledge Base and Impact

Jing Xia, Zhiqi Shen, Xinguo Yu
Artificial Intelligence in Healthcare and Education
article

Artificial Intelligence for Research (AI4R): Knowledge Base and Impact

Jing Xia, Zhiqi Shen, Xinguo Yu
article en

Abstract

Artificial Intelligence for Research (AI4R) has recently emerged as the fifth research paradigm, exerting a significant impact across various fields. This paper aims to provide an overview of the current applications of AI4R, laying the groundwork for a knowledge framework that elucidates its components and characteristics. We will explore emerging research models enabled by AI4R, discuss tools developed through AI4R-based MAN-AI collaborations, and assess how these innovations have enhanced existing research capabilities. Finally, the paper identifies key trends driven by AI4R.

Nanyang Technological University (SG), Central China Normal University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 79%
Artificial Intelligence in Healthcare and Education
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Artificial Intelligence for Research (AI4R): Knowledge Base and Impact — Jing Xia, Zhiqi Shen, et al. · (2024) | TGRS Research Map | TGRS