Subjects: Digital Publishing >> Internet Journals submitted time 2024-01-31
Abstract： Purposes In the era of artificial intelligence, intelligent recommendation algorithms have opened up new avenues for improving international communication in the realm of scientific journals. This study seeks to analyze the present state and challenges associated with the application of intelligent recommendation algorithms within Chinese scientific journals, while also exploring strategies for harnessing these recommendation algorithms to enhance international communication. Methods First, we analyzed the compatibility of intelligent recommendation algorithms and the international communication of scientific journals. Then, we chose 280 journals from the "Excellent Plan for Chinese Scientific Journals" as our sample set, and the relevant data reflect the application of intelligent recommendation algorithms were collected. Lastly, Comprehensive methods including statistical analysis, content analysis, and comparative analysis were employed to investigate the challenges associated with the application of intelligent recommendation algorithms in these Chinese scientific journals. Findings The selected journals underutilized platforms equipped with recommendation algorithms. There is a need for further refinement of user attribute data. International cooperation and exchange should be intensified. More attention should be directed towards addressing language barriers. Conclusions In order to effectively harness intelligent recommendation algorithms for the precise international communication of scientific journals, several strategies can be employed. Firstly, Chinese scientific journals can capitalize on existing international communication platforms which equipped with recommendation algorithms while simultaneously advance the development of independent platforms. Furthermore, there is a need to provide more refined data for intelligent recommendation algorithms. Additionally, international cooperation should be bolstered to broaden international communication channels and influence. Lastly, Chinese scientific journals should promote the establishment of English scientific journals and the augmentation of translation and editing efforts for Chinese research findings.
Subjects: Digital Publishing >> Internet Journals submitted time 2024-01-26
Abstract： Purposes In the era of artificial intelligence, intelligent recommendation algorithms have opened up new avenues for improving international communication in the realm of scientific journals. This study seeks to analyze the present state and challenges associated with the application of intelligent recommendation algorithms within Chinese scientific journals, while also exploring strategies for harnessing these recommendation algorithms to enhance international communication. Methods First, we analyzed the compatibility of intelligent recommendation algorithms and the international communication of scientific journals. Then, we chose 280 journals from the "Excellent Plan for Chinese Scientific Journals" as our sample set, and the relevant data reflect the application of intelligent recommendation algorithms were collected. Lastly, Comprehensive methods including statistical analysis, content analysis, and comparative analysis were employed to investigate the challenges associated with the application of intelligent recommendation algorithms in these Chinese scientific journals. Findings The selected journals underutilized platforms equipped with recommendation algorithms. There is a need for further refinement of user attribute data. International cooperation and exchange should be intensified. More attention should be directed towards addressing language barriers. Conclusions In order to effectively harness intelligent recommendation algorithms for the precise international communication of scientific journals, several strategies can be employed. Firstly, Chinese scientific journals can capitalize on existing international communication platforms which equipped with recommendation algorithms while simultaneously advance the development of independent platforms. Furthermore, there is a need to provide more refined data for intelligent recommendation algorithms. Additionally, international cooperation should be bolstered to broaden international communication channels and influence. Lastly, Chinese scientific journals should promote the establishment of English scientific journals and the augmentation of translation and editing efforts for Chinese research findings.
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