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.
| Original language | English |
|---|---|
| Title of host publication | 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014 |
| Publisher | IEEE |
| Pages | 483-484 |
| Number of pages | 2 |
| ISBN (Electronic) | 9781479955695 |
| DOIs | |
| Publication status | Published - 1 Dec 2014 |
| Externally published | Yes |
| Event | Joint Conference on Digital Libraries, JCDL 2014 - London, United Kingdom Duration: 8 Sept 2014 → 12 Sept 2014 |
Conference
| Conference | Joint Conference on Digital Libraries, JCDL 2014 |
|---|---|
| Abbreviated title | JCDL 2014 |
| Country/Territory | United Kingdom |
| City | London |
| Period | 8/09/14 → 12/09/14 |
| Other | The Joint Conference on Digital Libraries (JCDL) is a major international forum focusing on digital libraries and associated technical, practical, and social issues. JCDL enhances the tradition of conference excellence already established by the ACM and IEEE-CS by combining the annual events that these professional societies have sponsored on an annual basis, the ACM Digital Libraries Conferences and the IEEE-CS Advances in Digital Libraries Conferences. |
Keywords
- Network analysis
- Random projection
- Similarity measures