This paper deploys bibliometric indices and semantic techniques for understanding to what extent research grants are likely to impact publications, research direction, and co-authorship rate of principal investigators. The novelty of this paper lies within the fact that it includes semantic analysis in the research funding evaluation process in order to effectively study short-term and long-term funding impact in terms of publication outputs. Our dataset consists of researchers that receive research grants from the National ICT Research and Development funding program of Pakistan. We show a number of interesting case studies to conclude that bibliometric-based quantitative assessment combined with semantics can lead to building better sustainable pathways to deploy evaluation frameworks for research funding effectively.
翻译:本文件采用了生物计量指数和语义技术,以了解研究赠款在多大程度上可能影响出版物、研究方向和主要调查人员的共同撰写率。本文的新颖之处在于,它将语义分析纳入研究供资评价进程,以便有效地研究在出版产出方面的短期和长期供资影响。我们的数据集由获得巴基斯坦国家信通技术研究和发展供资方案研究赠款的研究人员组成。我们展示了一些有趣的案例研究,以得出结论,基于生物计量的定量评估与语义学相结合,可以建立更好的可持续途径,有效部署研究供资评价框架。