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重磅推荐 | AI & 计算机科学 | Springer Nature精选期刊及指标分享 
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人工智能与计算机科学是引领新一轮科技革命的核心驱动力，正在深刻重塑科学研究与社会运行的每一个维度。Springer Nature始终致力于推动AI与计算机科学领域的科研进步与知识传播。
我们覆盖人工智能与机器学习、计算机科学理论、软件工程、机器人学与自动化、计算机视觉与信息处理、信息科学与图书馆学、医学信息学、电信与网络、计算生物学、人机交互、AI伦理等多个方向，出版了一系列深受国际学术界信赖的高影响力期刊。本期我们精选推荐多本在最新年度指标中表现亮眼的期刊——它们在各自专注的领域持续贡献高质量学术出版，是了解前沿进展与发表高水平成果的优质平台。
精选期刊及指标分享，排名不分先后，按首字母排序。
期刊名 | 影响因子(2025) | 期刊学科及分区(2025) | 下载量(2025) |
ARTIFICIAL INTELLIGENCE REVIEW | 18.8 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Q1 | 5,050,019 |
COMPUTING | 3.6 | COMPUTER SCIENCE, THEORY & METHODS, Q2 | 352,365 |
CRYPTOGRAPHY "AND" COMMUNICATIONS DISCRETE STRUCTURES BOOLEAN FUNCTIONS "AND" SEQUENCES | 1.3 | COMPUTER SCIENCE, THEORY & METHODS, Q3; MATHEMATICS, APPLIED, Q2 | 99,028 |
DATA MINING AND KNOWLEDGE DISCOVERY | 5.5 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Q2; COMPUTER SCIENCE, INFORMATION SYSTEMS, Q1 | 563,919 |
DESIGNS, CODES AND CRYPTOGRAPHY | 1.2 | COMPUTER SCIENCE, THEORY & METHODS, Q3; MATHEMATICS, APPLIED, Q2 | 342,659 |
EMPIRICAL SOFTWARE ENGINEERING | 3.4 | COMPUTER SCIENCE, SOFTWARE ENGINEERING, Q2 | 1,103,599 |
ENGINEERING WITH COMPUTERS | 4.1 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Q2; ENGINEERING, MECHANICAL, Q1 | 532,395 |
EPJ DATA SCIENCE | 3.1 | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS, Q1; SOCIAL SCIENCES, MATHEMATICAL METHODS, Q1 | 942,965 |
ETHICS AND INFORMATION TECHNOLOGY | 5.5 | ETHICS, Q1; INFORMATION SCIENCE & LIBRARY SCIENCE, Q1 | 1,158,947 |
INFORMATION RETRIEVAL JOURNAL | 1.9 | COMPUTER SCIENCE, INFORMATION SYSTEMS, Q3 | 765,509 |
INTERNATIONAL JOURNAL OF COMPUTER VISION | 10.3 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Q1 | 1,375,197 |
INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION | 38.7 | EDUCATION & EDUCATIONAL RESEARCH, Q1 | 3,557,603 |
JOURNAL OF BIG DATA | 10.8 | COMPUTER SCIENCE, THEORY & METHODS, Q1 | 3,059,799 |
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS | 3.5 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Q2; COMPUTER SCIENCE, INFORMATION SYSTEMS, Q2 | 270,313 |
JOURNAL OF SUPERCOMPUTING | 3.5 | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE, Q2; COMPUTER SCIENCE, THEORY & METHODS, Q2; ENGINEERING, ELECTRICAL & ELECTRONIC, Q2 | 1,311,828 |
MACHINE LEARNING | 4.9 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, Q2 | 2,405,141 |
NATURE COMPUTATIONAL SCIENCE | 20.3 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Q1; COMPUTER SCIENCE, THEORY & METHODS, Q1; MULTIDISCIPLINARY SCIENCES, Q1 | 1,547,770 |
SCIENTOMETRICS | 3.8 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Q2; INFORMATION SCIENCE & LIBRARY SCIENCE, Q1 | 2,097,412 |
SOCIAL NETWORK ANALYSIS AND MINING | 3.2 | COMPUTER SCIENCE, INFORMATION SYSTEMS, Q2 | 695,913 |
SOFTWARE AND SYSTEMS MODELING | 3 | COMPUTER SCIENCE, SOFTWARE ENGINEERING, Q2 | 523,749 |
STATISTICS AND COMPUTING | 1.8 | COMPUTER SCIENCE, THEORY & METHODS, Q3; STATISTICS & PROBABILITY, Q2 | 539,314 |
VIRTUAL REALITY | 5.4 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS, Q2; COMPUTER SCIENCE, SOFTWARE ENGINEERING, Q1; IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY, Q2 | 1,170,505 |
VLDB JOURNAL | 5.3 | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE, Q1; COMPUTER SCIENCE, INFORMATION SYSTEMS, Q1 | 285,623 |
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