实时跟踪科学家的研究动态
Tracing scientist's research trends realtimely
摘要：
在本研究中，我们提出了一种方法来跟踪科学家的研究动态实时。通过对《Scientometrics》期刊科技论文下载量的744小时即1个月的监测，对下载量进行统计分析。然后对这些论文的关键词进行汇总，分析论文下载和关键词下载的趋势。此外，考虑到关键字和文章的下载，我们设计了一种方法来检测新兴的研究趋势。我们发现，在科学计量学领域，社会媒体，新的指标来量化科学生产力（g指数），网络计量学，语义，文本挖掘，开放获取是科学计量学研究人员正在关注的新兴领域。
英文摘要：
In this research, we propose a method to trace scientists' research trends realtimely. By monitoring the downloads of scientific articles in the journal of Scientometrics for 744 hours, namely one month, we investigate the download statistics. Then we aggregate the keywords in these downloaded research papers, and analyze the trends of article downloading and keyword downloading. Furthermore, taking both the download of keywords and articles into consideration, we design a method to detect the emerging research trends. We find that in scientometrics field, social media, new indices to quantify scientific productivity (g-index), webometrics, semantic, text mining, open access are emerging fields that scientometrics researchers are focusing on.
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