自然语言处理技术
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“人工智能+”辅助学术期刊高能级平台建设
Xin Hua Ri Bao· 2025-12-11 02:23
Core Viewpoint - The rapid development of artificial intelligence (AI) is significantly impacting various industries and reshaping human production and lifestyle paradigms. The Chinese government's policy to promote the integration of AI across sectors aims to enhance overall productivity and support modernization efforts in China [1]. Group 1: Empowering Journal Content Production and Planning - AI plays a crucial role in optimizing content production for academic journals by analyzing vast amounts of academic data to identify research trends and hotspots, thus enhancing the scientific and forward-looking nature of topic planning [1]. - Natural language processing technology enables efficient retrieval and analysis of relevant literature, assisting editors and researchers in understanding the structure of existing academic literature and identifying gaps in specific fields [1]. Group 2: Enhancing Journal Editing and Publishing Processes - The integration of AI into the publishing process is essential for high-level academic journals to improve efficiency and quality while reducing costs. AI can assist in manuscript solicitation, peer review, and editing processes [2]. - AI can analyze potential authors' academic capabilities and match manuscripts with suitable reviewers, enhancing the scientific rigor of peer reviews [2]. - During the editing phase, AI can identify language, punctuation, and formatting issues, thereby improving the efficiency of the editing process [2]. Group 3: Optimizing Knowledge Dissemination and Services - Effective dissemination of academic knowledge and personalized services are key metrics for enhancing the reputation and influence of high-level academic journals. Many journals currently face challenges in achieving precise dissemination and providing diverse services [3]. - AI can analyze user behavior data to predict interests and deliver tailored content, thereby improving user engagement and interaction [3]. - The use of AI can also transform core ideas into various formats, such as summaries and video interpretations, to cater to fragmented reading habits and broaden dissemination channels [3]. Group 4: Challenges in AI Integration - The integration of AI in academic journals raises concerns about academic integrity and quality, as AI-generated texts may lead to issues such as plagiarism and the production of non-substantive papers [4]. - There is a risk of diminishing the editorial and review quality due to over-reliance on AI technologies, which may undermine the professional judgment of editors and reviewers [4]. - Data security and privacy risks are associated with the collection of user data by AI tools, which could lead to potential breaches and misuse of sensitive information [5].
人工智能赋能中华优秀传统文化融入本科通识课美育教学的路径研究
Huan Qiu Wang Zi Xun· 2025-09-12 10:35
Core Viewpoint - The integration of artificial intelligence (AI) with traditional Chinese culture can enhance its dissemination and creative transformation, particularly in the context of general education and aesthetic education [1] Group 1: AI Empowerment in Cultural Education - AI can be utilized to visualize abstract cultural concepts and analyze philosophical content in traditional texts, enhancing student engagement [2] - Intelligent teaching assistants can facilitate personalized learning experiences by integrating augmented reality (AR) and historical context into lessons [2][3] - AI can create personalized learning maps for students, recommending tailored training projects based on their cognitive traits [3] Group 2: Digital Resource Development - Establishing a systematic and intelligent digital resource library for traditional Chinese culture is essential for overcoming educational resource limitations [4] - The integration of deep learning technologies can enhance the semantic understanding of classical texts, creating a network of related concepts and historical figures [4] - An intelligent search system can utilize natural language processing to recommend relevant artworks and texts based on thematic queries [4] Group 3: Interactive Learning Platforms - Developing immersive cultural experience platforms using virtual reality (VR) and AR can significantly enhance student engagement and practical understanding of traditional culture [5] - AI-enabled creative systems can provide students with low-barrier interfaces for cultural creation, offering real-time feedback on their work [6] - A digital communication system can facilitate interactions between students and historical figures, fostering a social learning environment [6] Group 4: Overall Impact on Cultural Education - The collaborative construction of intelligent teaching models, digital resource systems, and immersive practice platforms can significantly improve the appeal and accessibility of cultural education [6] - This integration not only revitalizes traditional aesthetic education paradigms but also stimulates contemporary cultural transmission, enhancing students' cultural identity and aesthetic appreciation [6]