Selecting Representative Papers Based on Innovation and Influence
[Objective]This study proposes a new method for selecting representative papers,considering their innovation and impact.[Methods]First,we designed a representative index based on each paper's innovation and influence measurement.Then,we chose papers with higher representative indices as a scholar's representative works.Taking Nobel Prize laureates in physics as an example,we selected their representative papers.We used the average ranking and precision as evaluation metrics to assess the effectiveness of the proposed model.We also analyzed Academician Zhang Tao and Professor Hirsch JE's works using the new model and identified their representative papers.[Results]Compared with the other six methods,the proposed model ranks first in both average ranking(2.838)and precision(63.158％).[Limitations]Our metrics require citation accumulation and may not effectively identify a scholar's recent contributions.[Conclusions]The proposed method is feasible for selecting representative papers.
Representative PapersSelection of Representative WorksInnovationInfluenceBasic Research Talents
NETL
NSTL
万方数据
