Accuracy of simple, initials-based methods for author name disambiguation

作者:

Highlights:

• We estimate the accuracy of simple author disambiguation methods using simulations.

• We show that these basic methods already have high accuracy (97%).

• We introduce a new simple method that in many cases outperforms the traditional ones.

• We provide guidelines and criteria for the choice of simple disambiguation method.

摘要

•We estimate the accuracy of simple author disambiguation methods using simulations.•We show that these basic methods already have high accuracy (97%).•We introduce a new simple method that in many cases outperforms the traditional ones.•We provide guidelines and criteria for the choice of simple disambiguation method.

论文关键词:Author name disambiguation,Simulation

论文评审过程:Received 24 March 2013, Revised 23 May 2013, Accepted 25 June 2013, Available online 10 August 2013.

论文官网地址:https://doi.org/10.1016/j.joi.2013.06.006