情报科学 ›› 2021, Vol. 39 ›› Issue (1): 104-110.

• 业务研究 • 上一篇    下一篇

学术会议论文新颖性测度研究 ——以计算机学科人工智能领域为例 

  

  • 出版日期:2021-01-01 发布日期:2021-01-25

  • Online:2021-01-01 Published:2021-01-25

摘要: 【目的/意义】研究学术会议论文新颖性测度方法,为会议论文的新颖性评价提供新的视角。【方法/过程】本
文设计吸收新颖性指标和产出新颖性指标测度方法,选择“人工智能”领域的会议论文进行实证研究。【结果
/结论】
具有高吸收新颖性水平和高产出新颖性水平的论文成为
A类会议论文的几率最高,结果表明新颖性测度方法的有
效性,对于会议论文的自动评审有一定的参考意义。【创新
/局限】设计会议论文新颖性测度方法,促进会议论文评
价的发展;只针对计算机的人工智能领域进行实证,具有一定的领域局限性。

Abstract: Purpose/significanceThis paper studies the measurement method of novelty of academic conference papers and provides
a new perspective for the novelty evaluation of conference papers.
Method/processThis paper designs a method to measure absorption
novelty index and output novelty index, and selects conference papers in the field of "artificial intelligence" for empirical research.
Result/conclusionPapers with high absorption novelty and high output novelty have the highest probability of becoming A-type con⁃
ference papers. The results show the effectiveness of the novelty measurement method, which has certain reference significance for the
automatic review of conference papers.
Innovation/ limitationThis paper designs the novelty measurement method of conference pa⁃
pers to promote the development of the evaluation of conference papers; But there are some domain limitations.