Published February 27, 2021
| Version 2
Dataset
Open
DBLP Article Similarities (DBLP-ArtSim) dataset
Creators
- 1. Athena Research Center
- 2. Univ. of the Peloponnese
Description
This dataset contains similarity scores among articles in AMiner's DBLP v10 dataset.
Similarities are calculated using the JoinSim [1] similarity measure on the derived citation network using the following metapaths:
- Paper - Author - Paper (PAP.csv.gz)
- Paper - Topic - Paper (PTP.csv.gz)
- Paper - Venue - Paper (PVP.csv.gz)
The Paper to Venue relationships also also provided in PV_relationships.csv.gz.
The file aminer_ids.csv.gz contains a mapping from AMiner's ids to our internal numeric ids used in the similarities files.
[1] Xiong, Y., Zhu, Y., Yu, P.S.: Top-k similarity join in heterogeneous information networks. IEEE Transactions on Knowledge and Data Engineering 27(6), 1710– 1723 (2015)
Notes
We acknowledge support of this work by the project "Moving from Big Data Management to Data Science" (MIS 5002437/3) which is implemented under the Action "Reinforcement of the Research and Innovation Infrastructure", funded by the Operational Programme "Competitiveness, Entrepreneurship and Innovation" (NSRF 2014-2020) and co-financed by Greece and the European Union (European Regional Development Fund).