Algorithmic software component
algorithmic software component
Classification algorithm
"The classification algorithm was developed to identify articles that are likely to be included in a systematic review update, along with an annotation scheme designed to identify the most important publications in a topic area... The algorithm looks at each article meeting the original review search criteria, and notifies the team about articles that it predicts as likely to be included in an update.
For the classification task a support vector machine (SVM) based classifier was applied, using features derived from the title, abstract, and MEDLINE MeSH terms associated with each article. The SVMLight (http://svmlight.joachims.org/) implementation of SVM was used."
Resource Description
resource_description
Related Publication or Documentation
has documentation
has_documentation
Studying the potential impact of automated document classification on scheduling a systematic review update
Software purpose
Classification objective
achieves objective
achieves_objective
classification objective
Used by
used by
used_by
Aaron Cohen Laboratory
Algorithm used
implements
SVM-Light algorithm
implements
Coded in
is_encoded_in
C
is_encoded_in
2012-10-16T15:08:41.858-05:00
nvasilevsky (Nicole Vasilevsky)
2013-04-15T18:38:32.670-05:00
workflow state
Published
shoffmann (Scott Hoffmann)
nvasilevsky (Nicole Vasilevsky)
Software
software
software
material_entity
independent_continuant
continuant
entity