Software Open Access
ASReview: Active learning for systematic reviews
Van de Schoot, Rens;
De Bruin, Jonathan;
Schram, Raoul;
Zahedi, Parisa;
De Boer, Jan;
Weijdema, Felix;
Kramer, Bianca;
Huijts, Martijn;
Hoogerwerf, Maarten;
Ferdinands, Gerbrich;
Harkema, Albert;
Willemsen, Joukje;
Ma, Yongchao;
Fang, Qixiang;
Tummers, Lars;
Oberski, Daniel
The Automated Systematic Review (ASReview) project implements learning algorithms that interactively query the researcher. This way of interactive training is known as Active Learning. ASReview offers support for classical learning algorithms and state-of-the-art learning algorithms like neural networks. The software ships with an user interface as well as a simulation mode.
Files
(29.2 MB)
| Name | Size | |
|---|---|---|
|
asreview/asreview-v0.13.2.zip
md5:6f8993dfc9c1c02ec1689c9590774a15 |
29.2 MB | Download |
3,169
511
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 3,169 | 339 |
| Downloads | 511 | 9 |
| Data volume | 11.8 GB | 262.7 MB |
| Unique views | 2,628 | 292 |
| Unique downloads | 262 | 9 |
Indexed in
- Publication date:
- October 30, 2020
- DOI:
-
- Keyword(s):
- systematic review prisma active learning statistics machine learning text data natural language processing human-in-the-loop
- Related identifiers:
- Supplement to
- License (for files):
- Apache License 2.0