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第二期·学科：Computer Science
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第二期

Computer Science

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Environmental Science

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第一期·学科:Environmental Science 第二期·学科:Computer Science
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热点研究方向
全球Top50学校
全球Top50学者
学科热门发文
热点研究方向
Topic’s Prominence 
Topic’s Prominence:
It combines 3 metrics to indicate the momentum of the Topic, Citation Count in year n to papers published in n and n-1, Scopus Views Count in year n to papers published in n and n-1 and Average CiteScore for year n
这一指标来自SciVal，基于Scopus数据库进行分析得出。
指标研究全球约9.6万个主题的趋势，揭示研究领域的热点增长与衰退。
探索 SciVal
探索 Scopus
热力值 100.000
Image Segmentation; Deep Neural Network; Object Detection
（2021-2025.03）323,250 publications；1.76 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the innovative multi-disciplinary research encompassing AI explainability, object detection, environmental monitoring, medical imaging, and robotic systems.
Most cited publications：
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.
Liu, Z., Lin, Y., Cao, Y. and 5 more(2021)
AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.
Dosovitskiy, A., Beyer, L., Kolesnikov, A. and 9 more(2021)
High-Resolution Image Synthesis with Latent Diffusion Models.
Rombach, R., Blattmann, A., Lorenz, D. and 2 more(2022)
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors.
Wang, C.-Y., Bochkovskiy, A., Liao, H.-Y.M.(2023)
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation.
Isensee, F., Jaeger, P.F., Kohl, S.A.A. and 2 more(2021)
热力值 99.673
Sentiment Analysis; Natural Language Processing; Machine Learning
（2021-2025.03）323,250 publications；1.58 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about improving translation systems, analyzing user reviews, entity and relation extraction, and sentiment analysis using various models and methods.
Most cited publications：
Learning Transferable Visual Models From Natural Language Supervision.
Radford, A., Kim, J.W., Hallacy, C. and 9 more(2021)
Training language models to follow instructions with human feedback.
Ouyang, L., Wu, J., Jiang, X. and 17 more(2022)
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
Wei, J., Wang, X., Schuurmans, D. and 6 more(2022)
On the dangers of stochastic parrots: Can language models be too big?.
Bender, E.M., Gebru, T., McMillan-Major, A. and 1 more(2021)
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing.
Liu, P., Yuan, W., Fu, J. and 3 more(2023)
热力值 99.215
Blockchain; Smart Contract; Authentication
（2021-2025.03）48,713 publications；1.44 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about enhancing energy trading security through innovative strategies, user authentication methods, blockchain technology, and system protocols.
Most cited publications：
Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers.
Kouhizadeh, M., Saberi, S., Sarkis, J.(2021)
Blockchain smart contracts: Applications, challenges, and future trends.
Khan, S.N., Loukil, F., Ghedira-Guegan, C. and 2 more(2021)
A Survey on Blockchain for Information Systems Management and Security.
Berdik, D., Otoum, S., Schmidt, N. and 2 more(2021)
Blockchain technology for bridging trust, traceability and transparency in circular supply chain.
Centobelli, P., Cerchione, R., Vecchio, P.D. and 2 more(2022)
Smart Contract Development: Challenges and Opportunities.
Zou, W., Lo, D., Kochhar, P.S. and 5 more(2021)
热力值 98.954
Social Media; Adoption; e-Commerce
（2021-2025.03）34,287 publications；1.42 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the adoption and use of technology in various domains, including education, business, social media, and online services. It explores factors influencing user behavior, such as perceived usefulness, system quality, and customer satisfaction.
Most cited publications：
Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019.
(2022)
CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting.
Dash, G., Paul, J.(2021)
Setting the future of digital and social media marketing research: Perspectives and research propositions.
Dwivedi, Y.K., Ismagilova, E., Hughes, D.L. and 15 more(2021)
Partial Least Squares Structural Equation Modeling.
Sarstedt, M., Ringle, C.M., Hair, J.F.(2021)
Progress in partial least squares structural equation modeling use in marketing research in the last decade.
Sarstedt, M., Hair, J.F., Pick, M. and 3 more(2022)
热力值 98.038
Robot; Artificial Intelligence; Expression Recognition
（2021-2025.03）34,492 publications；1.78 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the study of emotion recognition, dialogue systems, facial expression recognition, human-robot interaction, and mental health interventions.
Most cited publications：
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy.
Dwivedi, Y.K., Hughes, L., Ismagilova, E. and 32 more(2021)
“So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy.
Dwivedi, Y.K., Kshetri, N., Hughes, L. and 70 more(2023)
What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education.
Tlili, A., Shehata, B., Adarkwah, M.A. and 4 more(2023)
Artificial intelligence and management: The automation–augmentation paradox.
Raisch, S., Krakowski, S.(2021)
Deep Facial Expression Recognition: A Survey.
Li, S., Deng, W.(2022)
Scopus AI
助力高效科研
Image Segmentation; Deep Neural Network; Object Detection
（2021-2025.03）323,250 publications；1.76 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the innovative multi-disciplinary research encompassing AI explainability, object detection, environmental monitoring, medical imaging, and robotic systems.
Most cited publications：
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.
Liu, Z., Lin, Y., Cao, Y. and 5 more(2021)
AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.
Dosovitskiy, A., Beyer, L., Kolesnikov, A. and 9 more(2021)
High-Resolution Image Synthesis with Latent Diffusion Models.
Rombach, R., Blattmann, A., Lorenz, D. and 2 more(2022)
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors.
Wang, C.-Y., Bochkovskiy, A., Liao, H.-Y.M.(2023)
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation.
Isensee, F., Jaeger, P.F., Kohl, S.A.A. and 2 more(2021)
Sentiment Analysis; Natural Language Processing; Machine Learning
（2021-2025.03）323,250 publications；1.58 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about improving translation systems, analyzing user reviews, entity and relation extraction, and sentiment analysis using various models and methods.
Most cited publications：
Learning Transferable Visual Models From Natural Language Supervision.
Radford, A., Kim, J.W., Hallacy, C. and 9 more(2021)
Training language models to follow instructions with human feedback.
Ouyang, L., Wu, J., Jiang, X. and 17 more(2022)
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
Wei, J., Wang, X., Schuurmans, D. and 6 more(2022)
On the dangers of stochastic parrots: Can language models be too big?.
Bender, E.M., Gebru, T., McMillan-Major, A. and 1 more(2021)
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing.
Liu, P., Yuan, W., Fu, J. and 3 more(2023)
Blockchain; Smart Contract; Authentication
（2021-2025.03）48,713 publications；1.44 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about enhancing energy trading security through innovative strategies, user authentication methods, blockchain technology, and system protocols.
Most cited publications：
Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers.
Kouhizadeh, M., Saberi, S., Sarkis, J.(2021)
Blockchain smart contracts: Applications, challenges, and future trends.
Khan, S.N., Loukil, F., Ghedira-Guegan, C. and 2 more(2021)
A Survey on Blockchain for Information Systems Management and Security.
Berdik, D., Otoum, S., Schmidt, N. and 2 more(2021)
Blockchain technology for bridging trust, traceability and transparency in circular supply chain.
Centobelli, P., Cerchione, R., Vecchio, P.D. and 2 more(2022)
Smart Contract Development: Challenges and Opportunities.
Zou, W., Lo, D., Kochhar, P.S. and 5 more(2021)
Social Media; Adoption; e-Commerce
（2021-2025.03）34,287 publications；1.42 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the adoption and use of technology in various domains, including education, business, social media, and online services. It explores factors influencing user behavior, such as perceived usefulness, system quality, and customer satisfaction.
Most cited publications：
Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019.
(2022)
CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting.
Dash, G., Paul, J.(2021)
Setting the future of digital and social media marketing research: Perspectives and research propositions.
Dwivedi, Y.K., Ismagilova, E., Hughes, D.L. and 15 more(2021)
Partial Least Squares Structural Equation Modeling.
Sarstedt, M., Ringle, C.M., Hair, J.F.(2021)
Progress in partial least squares structural equation modeling use in marketing research in the last decade.
Sarstedt, M., Hair, J.F., Pick, M. and 3 more(2022)
Robot; Artificial Intelligence; Expression Recognition
（2021-2025.03）34,492 publications；1.78 FWCI 
Field-Weighted Citation Impact (FWCI) :
in SciVal indicates how the number of citations received by an entity’s publications compares with the average number of citations received by all other similar publications in the data universe
This Topic Cluster is about the study of emotion recognition, dialogue systems, facial expression recognition, human-robot interaction, and mental health interventions.
Most cited publications：
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy.
Dwivedi, Y.K., Hughes, L., Ismagilova, E. and 32 more(2021)
“So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy.
Dwivedi, Y.K., Kshetri, N., Hughes, L. and 70 more(2023)
What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education.
Tlili, A., Shehata, B., Adarkwah, M.A. and 4 more(2023)
Artificial intelligence and management: The automation–augmentation paradox.
Raisch, S., Krakowski, S.(2021)
Deep Facial Expression Recognition: A Survey.
Li, S., Deng, W.(2022)

本期学科：Computer Science 2021-2025.03  由SciVal根据全球发文量分析得出

全球Top50学校
Top Institutions
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Anna University
Tsinghua University
University of Chinese Academy of Sciences
Zhejiang University
Shanghai Jiao Tong University
Anna University
Beihang University
Beijing Institute of Technology
Beijing Jiaotong University
Beijing University of Posts and Telecommunications
Carnegie Mellon University
Central South University
Chongqing University
Dalian University of Technology
Fudan University
Georgia Institute of Technology
Harbin Institute of Technology
Hong Kong Polytechnic University
Huazhong University of Science and Technology
Imperial College London
Jawaharlal Nehru Technological University Hyderabad
Massachusetts Institute of Technology
Nanjing University
Nanjing University of Aeronautics and Astronautics
Nanjing University of Science and Technology
Nanyang Technological University
National University of Defense Technology
National University of Singapore
Northeastern University China
Northwestern Polytechnical University Xian
Peking University
Shandong University
Shanghai Jiao Tong University
Shanghai University
Shenzhen University
Sichuan University
South China University of Technology
Southeast University, Nanjing
SRM Institute of Science and Technology
Stanford University
Sun Yat-Sen University
Technical University of Munich
The University of Tokyo
Tianjin University
Tongji University
Tsinghua University
University of Chinese Academy of Sciences
University of Electronic Science and Technology of China
University of Science and Technology of China
Vellore Institute of Technology
Visvesvaraya Technological University
Wuhan University
Xi'an Jiaotong University
Xidian University
Zhejiang University
学科热门发文
Hot Publications
Computer Science
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进入ScienceDirect
数据源自 ScienceDirect(SD) ——全学科期刊和图书数据库
数据截至2024年9月-2025年3月，以下载和阅读量综合统计
探索 ScienceDirect
1
Journal of Computational Physics
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2
The Journal of Strategic Information Systems
Understanding digital transformation: A review and a research agenda
3
Sustainable Operations and Computers
Understanding the role of digital technologies in education: A review
4
Information Fusion
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
5
Computers in Human Behavior
Motivational, emotional, and behavioral correlates of fear of missing out
6
International Journal of Intelligent Networks
Artificial intelligence (AI) applications for marketing: A literature-based study
7
AI Open
Graph neural networks: A review of methods and applications
8
High-Confidence Computing
A survey on large language model (LLM) security and privacy: The Good, The Bad, and The Ugly
9
Expert Systems with Applications
Artificial intelligence in education: A systematic literature review
10
Internet of Things and Cyber-Physical Systems
ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope
11
Information Fusion
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
12
Computers in Human Behavior
Does time spent using social media impact mental health?: An eight year longitudinal study
13
Telematics and Informatics
What factors contribute to the acceptance of artificial intelligence? A systematic review
14
Neural Networks
Deep learning in neural networks: An overview
15
Journal of Informetrics
bibliometrix: An R-tool for comprehensive science mapping analysis
16
Computer Physics Communications
LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales
17
Information Sciences
K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data
18
Computers in Human Behavior
Effects of social media usage and social media multitasking on the academic performance of university students
19
Advances in Engineering Software
Grey Wolf Optimizer
20
Information and Software Technology
Systematic literature reviews in software engineering – A systematic literature review
21
Information & Management
Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance
22
Neurocomputing
A review on the attention mechanism of deep learning
23
Medical Image Analysis
A survey on deep learning in medical image analysis
24
Medical Image Analysis
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers
25
Medical Image Analysis
Diffusion models in medical imaging: A comprehensive survey
26
Knowledge-Based Systems
A survey on federated learning
27
Information Fusion
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
28
Computers in Human Behavior
Can AI really help? The double-edged sword effect of AI assistant on employees’ innovation behavior
29
Cognitive Robotics
Artificial intelligence, machine learning and deep learning in advanced robotics, a review
30
Advances in Engineering Software
The Whale Optimization Algorithm
31
Journal of Industrial Information Integration
Study on artificial intelligence: The state of the art and future prospects
32
Computers in Human Behavior
Spread of misinformation on social media: What contributes to it and how to combat it
33
Computers in Human Behavior
The impact of social media use on appearance self-esteem from childhood to adolescence – A 3-wave community study
34
Expert Systems with Applications
Reinforcement learning algorithms: A brief survey
35
Computers in Human Behavior
What makes an AI device human-like? The role of interaction quality, empathy and perceived psychological anthropomorphic characteristics in the acceptance of artificial intelligence in the service industry
36
European Journal of Operational Research
Risk assessment and risk management: Review of recent advances on their foundation
37
Information Processing & Management
Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms
38
Computer Physics Communications
VASPKIT: A user-friendly interface facilitating high-throughput computing and analysis using VASP code
39
Telematics and Informatics
I, Chatbot: Modeling the determinants of users’ satisfaction and continuance intention of AI-powered service agents
40
Computers in Human Behavior
Social media use intensity, social media use problems, and mental health among adolescents: Investigating directionality and mediating processes
41
Information Fusion
Artificial intelligence for cybersecurity: Literature review and future research directions
42
Artificial Intelligence
Explanation in artificial intelligence: Insights from the social sciences
43
Computers in Human Behavior
Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning
44
Computers in Human Behavior
Exploring the credibility of online celebrities' Instagram profiles in influencing the purchase decisions of young female users
45
Computers in Human Behavior
Exploring relationship development with social chatbots: A mixed-method study of replika
46
Computers in Human Behavior
Virtual influencers’ attractiveness effect on purchase intention: A moderated mediation model of the Product–Endorser fit with the brand
47
Computers and Electronics in Agriculture
Crop yield prediction using machine learning: A systematic literature review
48
Information Fusion
Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations
49
Computers in Human Behavior
“You are a virtual influencer!”: Understanding the impact of origin disclosure and emotional narratives on parasocial relationships and virtual influencer credibility
50
SoftwareX
GROMACS: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
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