Colandr sits on a AWS server hosted by Conservation International.
The front-end can be viewed and cloned in this GitHub repository.
The back-end can be viewed and cloned in this GitHub repository.
A lot of research went in to the development of Colandr, and we relied heavily on two DataKind data experts, Burton and Sam to construct the ranking, screening, and tagging processes. We succeeded due to the project management skills of another volunteer, Bob Minnich. These four papers form the backbone of the processes that the DataKind team built: Distributed Representations of Words and Phrases and their Compositionality, GloVe: Global Vectors for Word Representation, Using text mining for study identification in systematic reviews: a systematic review of current approaches, Pinpointing needles in giant haystacks:use of text mining to reduce impractical screening workload in extremely largescoping reviews.
The techniques used are natural language processing (generally) and word2vec and GloVe vectors (specifically) with logistic regression models.
Submit bugs here.
The front-end can be viewed and cloned in this GitHub repository.
The back-end can be viewed and cloned in this GitHub repository.
A lot of research went in to the development of Colandr, and we relied heavily on two DataKind data experts, Burton and Sam to construct the ranking, screening, and tagging processes. We succeeded due to the project management skills of another volunteer, Bob Minnich. These four papers form the backbone of the processes that the DataKind team built: Distributed Representations of Words and Phrases and their Compositionality, GloVe: Global Vectors for Word Representation, Using text mining for study identification in systematic reviews: a systematic review of current approaches, Pinpointing needles in giant haystacks:use of text mining to reduce impractical screening workload in extremely largescoping reviews.
The techniques used are natural language processing (generally) and word2vec and GloVe vectors (specifically) with logistic regression models.
Submit bugs here.
