作者出版活动趋势分析

M. Radvanský, M. Kudelka, V. Snás̃el
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引用次数: 2

摘要

研究人员的发表活动在许多论文中被研究。他们大多集中在主题,作者和他们的合作,寻找专家等。在我们的论文中,我们对作者发表活动的趋势感兴趣。我们想知道作者何时和多久使用他们的主题,他们如何组合主题或使用新主题。为了实现我们的目标,我们使用形式概念分析和多项式近似来了解作者如何使用他们的主题以及他们如何随着时间的推移改变他们的偏好。我们的数据集由几位作者及其从DBLP中提取的记录组成。我们对所选的21位作者进行了定性评价。
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Analysis of Trends in Authors Publication Activities
Publication activity of researchers is studied inmany papers. Most of them are focused on topics, authors and their cooperation, finding experts or so on. In our paper we are interested in trends in the authors publication activity. We would like to know when and how often authors use their topics, how they combine topics or use new topics. To achieve our goal we use formal concept analysis and polynomial approximation to realize how the authors use their topics and how they change their preferences over the time. Our dataset consists of several authors and their records extracted from DBLP. We use qualitative evaluation of our method on the selected twenty one authors.
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