The integration of artificial intelligence(AI)is fundamentally reshaping the scientific research,giving rise to a new era of discovery and innovation.This paper explores this transformative shift,introducing an innova...The integration of artificial intelligence(AI)is fundamentally reshaping the scientific research,giving rise to a new era of discovery and innovation.This paper explores this transformative shift,introducing an innovative concept of the“AI-Driven Research Ecosystem”,a dynamic and collaborative research environment.Within this ecosystem,we focus on the unification of human-AI collaboration models and the emerging new research thinking paradigms.We analyze the multifaceted roles of AI within the research lifecycle,spanning from a passive tool to an active assistant and autonomous participants,and categorize these interactions into distinct human-AI collaboration models.Furthermore,we examine how the pervasive involvement of AI necessitates an evolution in human research thinking,emphasizing the significant roles of critical,creative,and computational thinking.Through a review of existing literature and illustrative case studies,this paper provides a comprehensive overview of the AI-driven research ecosystem,highlighting its potential for transforming scientific research.Our findings advance the current understanding of AI’s multiple roles in research and underscore its capacity to revolutionize both knowledge discovery and collaborative innovation,paving the way for a more integrated and impactful research paradigm.展开更多
The 2025 World Artificial Intelligence Conference(WAIC)and High-Level Meeting on Global AI Governance was held in Shanghai from July 26-29,2025.During this conference,many new artificial intelligence(AI)ideas were sha...The 2025 World Artificial Intelligence Conference(WAIC)and High-Level Meeting on Global AI Governance was held in Shanghai from July 26-29,2025.During this conference,many new artificial intelligence(AI)ideas were shared by leading AI pioneers,such as Geoffrey Hinton,Yoshua Bengio,and Andrew Chi-Chih Yao.More than 40 new AI models were released,and more than 60 robots were demonstrated.展开更多
The current modes of experience inheritance from famous specialists in traditional Chinese medicine （TCM） include master and disciple, literature review, clinical-epidemiology-based clinical research observation, an...The current modes of experience inheritance from famous specialists in traditional Chinese medicine （TCM） include master and disciple, literature review, clinical-epidemiology-based clinical research observation, and analysis and data mining via computer and database technologies. Each mode has its advantages and disadvantages. However, a scientific and instructive experience inheritance mode has not been developed. The advent of the big data era as well as the formation and practice accumulation of the TCM clinical research paradigm in the real world have provided new perspectives, techniques, and methods for inheriting experience from famous TCM specialists. Through continuous exploration and practice, the research group proposes the innovation research mode based on the real-world TCM clinical research paradigm, which involves the inheritance and innovation of the existing modes. This mode is formulated in line with its own development regularity of TCM and is expected to become the main mode of experience inheritance in the clinical field.展开更多
Conducting case-commentary research on the style of civil litigation documents is a key method for judges to produce legal documents,develop professional writing and creative skills,and enhance legal thinking.Such a s...Conducting case-commentary research on the style of civil litigation documents is a key method for judges to produce legal documents,develop professional writing and creative skills,and enhance legal thinking.Such a study is an important way to deepen the reform of the judicial power operation mechanism and to improve the trial management mode.Considering the background of the judicial responsibility system reform,the localization of the research paradigms and case-commentary methods of the style of litigation documents can help reach the consensus of the legal professional community.It also helps promote judgment rules and the spirit of the law.Legal commentaries convey the important functions of public legal services to the public.It is necessary to integrate the Style of Civil Litigation Documents,the"one-stop"litigation service with the reform practice of judicial committees in China,and conduct detailed research on the procedural ruling function and guiding function of the style of civil litigation documents.By studying the guiding function of civil litigation document style for judicial behavior,litigation procedure,and entity processing,it is good for judges to broaden their ideas and methods to write civil litigation documents,enabling an examination of the localization path and method of the legal commentary research paradigm and demonstrating how to continue using the paradigm within the context of the comprehensive reform of the judicial system.Moreover,the study emphasizes how to exert the function of public legal services integrated with the style of civil litigation documents.展开更多
Background: In response to the limitations of logical empiricism, interpretivism emerged as a philosophical approach for developing nursing knowledge. This paper discusses interpretivist constructivism and its value t...Background: In response to the limitations of logical empiricism, interpretivism emerged as a philosophical approach for developing nursing knowledge. This paper discusses interpretivist constructivism and its value to qualitative nursing research. Methods: The paper synthesizes relevant literature on the importance of interpretivist constructivism in nursing research. It reviews the key elements of interpretivism, the principles of constructivism, the connection between the two approaches, the benefits and limitations of constructivism in nursing research, and the steps for conducting constructivist stroke nursing research. Results: Interpretivist constructivism emphasizes the importance of human experiences, interactions, and social contexts in knowledge development. It allows nurse researchers to adopt flexible, participant-driven approaches to explore and understand complex subjective human phenomena. This approach respects the unique perspectives and contexts of stakeholders, including patients, caregivers, healthcare professionals, and knowledge users. By following specific steps, constructivist researchers can improve the rigor, transparency, and validity of qualitative nursing research while reducing biases in interpreting the inherently subjective experiences of patients. Conclusion: A deeper understanding of the complexities of interpretivism and constructivism in qualitative research is essential. This paper provides a clear, comprehensive guide for effectively applying these approaches in qualitative nursing research.展开更多
This paper presents methodology and trends of linguistic research in the era of big data.We begin with a discussion of the role of linguists in the information society and illustrate the opportunities and challenges l...This paper presents methodology and trends of linguistic research in the era of big data.We begin with a discussion of the role of linguists in the information society and illustrate the opportunities and challenges linguists are currently facing.After highlighting the significance of authentic data on linguistic research,we argue that language is a complex adaptive system driven by humans.Then,from the perspective of philosophy of science,we introduce the research paradigm of quantitative linguistics through several cases.Finally,we discuss how China’s linguistic research will benefit from the data-intensive approach in terms of scientification and internationalization.展开更多
The revolution of science and technology in the new era is rising.New industries,formats,and models led by information technology are emerging.Scientific research has entered the fourth data-intensive paradigm.As an i...The revolution of science and technology in the new era is rising.New industries,formats,and models led by information technology are emerging.Scientific research has entered the fourth data-intensive paradigm.As an important part of the science and technology innovation system,universities also have new requirements for their scientific research management system.In this article,it is suggested that the efficiency and quality of scientific research management in universities could be enhanced by reconstructing the organizational structure of scientific research management,improve the service capabilities of scientific research managers,perfecting the scientific research evaluation system,and innovating the management model of cross-research teams.展开更多
This article discusses the importance of theory and paradigm to a researcher. It starts from introducing and analyzing thedefinition of the two terms, by using the theories in the field of intercultural communication ...This article discusses the importance of theory and paradigm to a researcher. It starts from introducing and analyzing thedefinition of the two terms, by using the theories in the field of intercultural communication as examples. To a good researcher, heneeds not only clarifying the paradigm his research is positioned, but also integrating the theories in his paradigm.展开更多
立足科技情报知识服务视角,梳理AI for Science (AI4S)推动的“平台科研”范式内涵与框架。根据库恩范式理论论述了AI4S推动科研范式革新的必然性,采用培根归纳法总结的科学研究流程作为框架线索,阐明创新知识服务与“平台科研”范式的...立足科技情报知识服务视角,梳理AI for Science (AI4S)推动的“平台科研”范式内涵与框架。根据库恩范式理论论述了AI4S推动科研范式革新的必然性,采用培根归纳法总结的科学研究流程作为框架线索,阐明创新知识服务与“平台科研”范式的互促共进关系并作为理论指导。创新知识服务视角下的“平台科研”范式以服务科研创新活动为宗旨,主要内容包括知识表示视角下的科学数据管理、知识融合视角下的通用知识库构建、知识推理视角下的科学假设预测、知识发现视角下的科学实验执行和知识应用视角下的工业赋能。本文提出了一种创新知识服务视角下的“平台科研”范式框架,旨在从创新知识服务角度理解“平台科研”范式,厘清各主要环节创新知识服务的核心研究内容,以期成为科技情报研究领域的新兴知识生长点,为我国抢抓AI4S科研范式革新机遇提供参考思路。展开更多
基金funded by the General Program of the National Natural Science Foundation of China grant number 62277022.
文摘The integration of artificial intelligence(AI)is fundamentally reshaping the scientific research,giving rise to a new era of discovery and innovation.This paper explores this transformative shift,introducing an innovative concept of the“AI-Driven Research Ecosystem”,a dynamic and collaborative research environment.Within this ecosystem,we focus on the unification of human-AI collaboration models and the emerging new research thinking paradigms.We analyze the multifaceted roles of AI within the research lifecycle,spanning from a passive tool to an active assistant and autonomous participants,and categorize these interactions into distinct human-AI collaboration models.Furthermore,we examine how the pervasive involvement of AI necessitates an evolution in human research thinking,emphasizing the significant roles of critical,creative,and computational thinking.Through a review of existing literature and illustrative case studies,this paper provides a comprehensive overview of the AI-driven research ecosystem,highlighting its potential for transforming scientific research.Our findings advance the current understanding of AI’s multiple roles in research and underscore its capacity to revolutionize both knowledge discovery and collaborative innovation,paving the way for a more integrated and impactful research paradigm.
基金supported by the National Key R&D Program of China(2022YFF1203202)the Major Project of Guangzhou National Laboratory(GZNL2024A01003)。
文摘The 2025 World Artificial Intelligence Conference(WAIC)and High-Level Meeting on Global AI Governance was held in Shanghai from July 26-29,2025.During this conference,many new artificial intelligence(AI)ideas were shared by leading AI pioneers,such as Geoffrey Hinton,Yoshua Bengio,and Andrew Chi-Chih Yao.More than 40 new AI models were released,and more than 60 robots were demonstrated.
文摘The current modes of experience inheritance from famous specialists in traditional Chinese medicine （TCM） include master and disciple, literature review, clinical-epidemiology-based clinical research observation, and analysis and data mining via computer and database technologies. Each mode has its advantages and disadvantages. However, a scientific and instructive experience inheritance mode has not been developed. The advent of the big data era as well as the formation and practice accumulation of the TCM clinical research paradigm in the real world have provided new perspectives, techniques, and methods for inheriting experience from famous TCM specialists. Through continuous exploration and practice, the research group proposes the innovation research mode based on the real-world TCM clinical research paradigm, which involves the inheritance and innovation of the existing modes. This mode is formulated in line with its own development regularity of TCM and is expected to become the main mode of experience inheritance in the clinical field.
基金supported by the Ministry of Justice’s 2017 Research Projects of National Rule of Law and Law Theory(Project No.2017SFB1006).
文摘Conducting case-commentary research on the style of civil litigation documents is a key method for judges to produce legal documents,develop professional writing and creative skills,and enhance legal thinking.Such a study is an important way to deepen the reform of the judicial power operation mechanism and to improve the trial management mode.Considering the background of the judicial responsibility system reform,the localization of the research paradigms and case-commentary methods of the style of litigation documents can help reach the consensus of the legal professional community.It also helps promote judgment rules and the spirit of the law.Legal commentaries convey the important functions of public legal services to the public.It is necessary to integrate the Style of Civil Litigation Documents,the"one-stop"litigation service with the reform practice of judicial committees in China,and conduct detailed research on the procedural ruling function and guiding function of the style of civil litigation documents.By studying the guiding function of civil litigation document style for judicial behavior,litigation procedure,and entity processing,it is good for judges to broaden their ideas and methods to write civil litigation documents,enabling an examination of the localization path and method of the legal commentary research paradigm and demonstrating how to continue using the paradigm within the context of the comprehensive reform of the judicial system.Moreover,the study emphasizes how to exert the function of public legal services integrated with the style of civil litigation documents.
文摘Background: In response to the limitations of logical empiricism, interpretivism emerged as a philosophical approach for developing nursing knowledge. This paper discusses interpretivist constructivism and its value to qualitative nursing research. Methods: The paper synthesizes relevant literature on the importance of interpretivist constructivism in nursing research. It reviews the key elements of interpretivism, the principles of constructivism, the connection between the two approaches, the benefits and limitations of constructivism in nursing research, and the steps for conducting constructivist stroke nursing research. Results: Interpretivist constructivism emphasizes the importance of human experiences, interactions, and social contexts in knowledge development. It allows nurse researchers to adopt flexible, participant-driven approaches to explore and understand complex subjective human phenomena. This approach respects the unique perspectives and contexts of stakeholders, including patients, caregivers, healthcare professionals, and knowledge users. By following specific steps, constructivist researchers can improve the rigor, transparency, and validity of qualitative nursing research while reducing biases in interpreting the inherently subjective experiences of patients. Conclusion: A deeper understanding of the complexities of interpretivism and constructivism in qualitative research is essential. This paper provides a clear, comprehensive guide for effectively applying these approaches in qualitative nursing research.
基金This paper is a phased achievement of“A Study on Quantitative Linguistics:Contemporary Chinese Language”(11&ZD188)a major project sponsored by the National Social Science Fund of China and implemented by Zhejiang University’s“Big Data+Language Laws and Cognition”innovation team under the auspices of the Fundamental Research Funds for the Central Universities。
文摘This paper presents methodology and trends of linguistic research in the era of big data.We begin with a discussion of the role of linguists in the information society and illustrate the opportunities and challenges linguists are currently facing.After highlighting the significance of authentic data on linguistic research,we argue that language is a complex adaptive system driven by humans.Then,from the perspective of philosophy of science,we introduce the research paradigm of quantitative linguistics through several cases.Finally,we discuss how China’s linguistic research will benefit from the data-intensive approach in terms of scientification and internationalization.
文摘The revolution of science and technology in the new era is rising.New industries,formats,and models led by information technology are emerging.Scientific research has entered the fourth data-intensive paradigm.As an important part of the science and technology innovation system,universities also have new requirements for their scientific research management system.In this article,it is suggested that the efficiency and quality of scientific research management in universities could be enhanced by reconstructing the organizational structure of scientific research management,improve the service capabilities of scientific research managers,perfecting the scientific research evaluation system,and innovating the management model of cross-research teams.
文摘This article discusses the importance of theory and paradigm to a researcher. It starts from introducing and analyzing thedefinition of the two terms, by using the theories in the field of intercultural communication as examples. To a good researcher, heneeds not only clarifying the paradigm his research is positioned, but also integrating the theories in his paradigm.
文摘立足科技情报知识服务视角,梳理AI for Science (AI4S)推动的“平台科研”范式内涵与框架。根据库恩范式理论论述了AI4S推动科研范式革新的必然性,采用培根归纳法总结的科学研究流程作为框架线索,阐明创新知识服务与“平台科研”范式的互促共进关系并作为理论指导。创新知识服务视角下的“平台科研”范式以服务科研创新活动为宗旨,主要内容包括知识表示视角下的科学数据管理、知识融合视角下的通用知识库构建、知识推理视角下的科学假设预测、知识发现视角下的科学实验执行和知识应用视角下的工业赋能。本文提出了一种创新知识服务视角下的“平台科研”范式框架,旨在从创新知识服务角度理解“平台科研”范式,厘清各主要环节创新知识服务的核心研究内容,以期成为科技情报研究领域的新兴知识生长点,为我国抢抓AI4S科研范式革新机遇提供参考思路。
