Research trends in CISTI's unveiled through text mining
Research trends in CISTI's unveiled through text mining
复制标题
通过文本挖掘揭示 CISTI 的研究趋势
DOI：
10.23919/cisti.2017.7975765
复制
发表时间：
2017
期刊：
影响因子：
--
通讯作者：
Carlos J. Costa
中科院分区：
文献类型：
--
作者：
Sérgio Moro;B. Alturas;Joaquim Esmerado;Carlos J. Costa
CISTI（伊比利亚信息系统和技术会议）是一个技术和科学的年度活动，可以追溯到2006年，其目的是展示和讨论信息系统和技术领域（IST）的知识，新观点，经验和创新。与科技创新相关的动态以及全球社会对科技创新日益增长的兴趣导致了在每次会议上发表了许多主题和文章，有理由对已发表的文献进行全面分析。在这项研究中，我们提出了这样的分析，包括2013年至2016年的最后四个版本，总共677篇文章。为了更有效地完成这一挑战，我们采用了文本挖掘。我们通过主题建模来评估揭示的研究趋势如何与主要会议主题相一致。数据驱动的实证研究证明，它仍然是研究人员的热门课题。同样，教育和学习在科技创新中心的贡献中也发挥着重要作用。尽管如此，互联网和社交媒体是本次会议高度相关的话题，尽管不是主要主题。另一方面，健康受到的关注较少。因此，除了概述当前的研究趋势外，本研究还可以为未来的CISTI主题提供建议。
CISTI (Iberian Conference on Information Systems and Technologies) is a technical and scientific annual event dating back to 2006, whose purpose is to present and discuss knowledge, new perspectives, experiences and innovations in the Information Systems and Technologies domain (IST). The dynamics associated with IST together with the growing interest of the global community in CISTI have resulted in many topics and articles published in each conference, justifying a comprehensive analysis of the literature published. In this study, we present such analysis encompassing the last four editions, between 2013 and 2016, and a total of 677 articles. To accomplish such challenge more efficiently, we adopted text mining. We assessed through topic modeling how the unveiled research trends are aligned with the main conference themes. Data-driven empirical research has proven it is still a hot subject for researchers. Likewise, education and learning are also playing a significant role in CISTI's contributions. Notwithstanding, Internet and social media are highly relevant topics for the conference, although not figuring as major themes. On the other side, health is receiving less attention. Thus, this study can lead to recommendations for future CISTI's themes, in addition to providing an overview of current research trends.
DOI：
--
发表时间：
2014
期刊：
Journal of management science
影响因子：
--
作者：
อนิรุธ สืบสิงห์
通讯作者：
อนิรุธ สืบสิงห์