人工智能革命性出现对研究人员研究和出版的影响和感知价值:一项基于调查的描述性研究

IF 1.6 Q2 COMMUNICATION
Science Editing Pub Date : 2023-02-16 DOI:10.6087/kcse.294
Riya Thomas, Uttkarsha Bhosale, Kriti Shukla, Anupama Kapadia
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引用次数: 1

摘要

目的:本研究旨在了解学术出版界对人工智能(AI)的认知和认识。方法:我们进行了一项名为“人工智能对学术出版未来的作用和影响”的全球调查,以了解人工智能浪潮对学术出版领域的影响。这项英语调查对所有研究人员、作者、编辑、出版商和学术界的其他利益相关者开放。该调查于2021年8月至10月进行,收到了来自54个国家约212所大学的回复。结果:在365名受访者中,年龄在18-34岁和35-54岁之间的占93%。50%的受访者选择抄袭检测作为最广为人知的人工智能应用,而图像识别(42%)、数据分析(40%)和语言增强(39%)是其他一些已知的人工智能应用。受访者还表示,学术出版领域将从人工智能中受益匪浅。然而,93%的受访者表示,限制大规模采用人工智能的主要挑战是有限的知识和专业知识,以及将基于人工智能的解决方案集成到现有IT基础设施中的困难。结论:调查结果反映了人工智能在研究和出版中的必要性。这项研究提出了支持平稳过渡的可能方法。要做到这一点,最好的办法是通过教育和培养意识来缓解可能的恐惧和犹豫,并实现人工智能的潜在好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact and perceived value of the revolutionary advent of artificial intelligence in research and publishing among researchers: a survey-based descriptive study
Purpose: This study was conducted to understand the perceptions and awareness of artificial intelligence (AI) in the academic publishing landscape.Methods: We conducted a global survey entitled “Role and impact of AI on the future of academic publishing” to understand the impact of the AI wave in the scholarly publishing domain. This English-language survey was open to all researchers, authors, editors, publishers, and other stakeholders in the scholarly community. Conducted between August and October 2021, the survey received responses from around 212 universities across 54 countries.Results: Out of 365 respondents, about 93% belonged to the age groups of 18–34 and 35–54 years. While 50% of the respondents selected plagiarism detection as the most widely known AI-based application, image recognition (42%), data analytics (40%), and language enhancement (39%) were some other known applications of AI. The respondents also expressed the opinion that the academic publishing landscape will significantly benefit from AI. However, the major challenges restraining the large-scale adoption of AI, as expressed by 93% of the respondents, were limited knowledge and expertise, as well as difficulties in integrating AI-based solutions into existing IT infrastructure.Conclusion: The survey responses reflected the necessity of AI in research and publishing. This study suggests possible ways to support a smooth transition. This can be best achieved by educating and creating awareness to ease possible fears and hesitation, and to actualize the promising benefits of AI.
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来源期刊
Science Editing
Science Editing COMMUNICATION-
CiteScore
2.90
自引率
20.00%
发文量
31
审稿时长
10 weeks
期刊介绍: Science Editing (Sci Ed) is the official journal of the Korean Council of Science Editors (https://kcse.org) and Council of Asian Science Editors (https://asianeditor.org). It aims to improve the culture and health of human being by promoting the quality of editing and publishing scientific, technical, and medical journals. Expected readers are editors, publishers, reviewers, and authors of the journals around the world; however, specially focused to those in Asia. Since scholarly journals in Asia are mostly published by the academic societies, universities, or non-profit organizations, Sci Ed is sought to play a role in journal development. The number of publications from Asia is increasing rapidly and overpass that of other continents; meanwhile, the number of international journals and highly appreciated journals is yet to be coming forward. It is task of Asian editors to pledge the journal quality and broaden the visibility and accessibility. Therefore, its scope includes the followings in the field of science, technology, and medicine.
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