Title :
Where should I publish? Detecting journal similarity based on what have been published there
Author :
Koopman, Rob ; Shenghui Wang
Author_Institution :
OCLC Res., Leiden, Netherlands
Abstract :
Finding similar journals within a large amount of existing ones is not a trivial task. Based on the hypothesis that similar journals publish similar articles, we propose in this paper a scalable method based on random projection to calculate the similarities between 35K journals based on 67 millions articles published with them. We evaluate our results against Dewey Decimal codes and analyse the networks of similar journals.
Keywords :
electronic publishing; network theory (graphs); Dewey decimal codes; journal similarity; random projection; scalable method; Abstracts; Communities; Corrosion; History; Joining processes; Sparse matrices; Vectors; Network analysis; Random projection; Similarity measures;
Conference_Titel :
Digital Libraries (JCDL), 2014 IEEE/ACM Joint Conference on
Conference_Location :
London
DOI :
10.1109/JCDL.2014.6970236
