学术论文重要度分析——以语音情感分析为例

Evaluation of the Importance of Academic Papers——A Case Study of Speech Emotion Recognition

通过对论文的重要程度进行更全面客观的评价,有助于快速筛选并发掘现有高质量文章。选取发表时间、来源期刊影响因子、年平均被引量和论文内容长度作为评价指标,并赋予相应的权重把各项指标结合在一起,共同构建出文献的重要度模型。使用中国知网作为数据源,选择语音情感领域近十年的文献实证研究此模型,进一步分析模型的合理性与特点。文献重要度模型能够对学术论文进行综合全面的评价,不仅可以获取领域内影响力广泛的重要文献,同时也能挖掘出具有高质量的新文献。

Through a more comprehensive and objective evaluation of the importance of the paper,it is helpful to quickly sift and discover articles.The time of publication,impact factors,average annual citations and length of papers from the source journals are selected as the evaluation indexes,and the corresponding weights are given to combine all the indexes,so as to jointly construct the significance model of the literature.By using CNKI as the data source,this study selects the literatures in the field of speech emotion in recent ten years to empirically study this model and further analyze the rationality and characteristics of the model.The literature significance model can comprehensively evaluate the academic papers,which can not only acquire the influential literatures in the field,but also excavate new and high-quality literatures.