IMSC 2024

Table of Contents

• Preface to the Workshop of the 2nd Innovation Measurement for Scientific Communication (IMSC) in the Era of Big Data (JCDL2024) 1-5 PDF
  Zhongyi Wang, Haihua Chen, Chengzhi Zhang, Yi Bu, Wei Lu, Jian Wu
• What is academic innovation: a concept analysis 6-14 PDF
  Shouyu Li, Danlei Chen, Bolin Hua
• Identifying Emerging Topics in Specific Domains via Novelty Analysis of Entities in Future Work Sentences from Academic Articles 15-30 PDF
  Yang Yang, Yi Xiang, Chengzhi Zhang
• Entity-Citation-Driven Academic Impact Measurement in Scientific Paper 31-37 PDF
  Xinyan Gao, Chong Chen, Wenxi Li, Yongxin He
• Research on Paper Semantic Novelty Measurement Based on Large Language Model 38-41 PDF
  Xinpeng Qiu, Jing Li
• Novelty Assessment of Chinese Academic Articles in Information Resources Management: A Comparison of Knowledge Entity and Reference-Based Methods 42-59 PDF
  Yanqi Ren, Chen Yang, Yi Zhao, Heng Zhang, Chengzhi Zhang
• Freshness and Informativity Weighted Cognitive Extent and Its Correlation with Cumulative Citation Count 60-68 PDF
  Zihe Wang, Jian Wu
• Relationship Between Paper Authorship Roles and Novelty from a Gender Perspective: Evidence from 81,137 PLOS ONE Articles 69-74 PDF
  Jiaqi Zeng, Yi Zhao, Chengzhi Zhang
• Revealing the Research Deviation of AI Research Between China and the U.S 75-78 PDF
  Han Sun, Guo Chen
• Technology Topic Evolution from the Perspective of Patent Validity 79-82 PDF
  Jinzhu Zhang, Runze Chen
• Can the strength of co-citation linkages be evaluated using context-aware citation network embeddings? 83-86 PDF
  Masaki Eto