Words_Selected_by_Manual_Analysis

  • Xiaoru Dong (Creator)
  • Jingyi Xie (Creator)
  • Linh Hoang (Creator)

Dataset

Description

File Name: WordsSelectedByManualAnalysis.csv
Data Preparation: Xiaoru Dong, Linh Hoang
Date of Preparation: 2018-12-14
Data Contributions: Jingyi Xie, Xiaoru Dong, Linh Hoang
Data Source: Cochrane systematic reviews published up to January 3, 2018 by 52 different Cochrane groups in 8 Cochrane group networks.
Associated Manuscript authors: Xiaoru Dong, Jingyi Xie, Linh Hoang, and Jodi Schneider.
Associated Manuscript, Working title: Machine classification of inclusion criteria from Cochrane systematic reviews.

Description: this file contains the list of 407 informative words reselected from the 1655 words by manual analysis. In particular, from the 1655 words that we got from information gain feature selection, we then manually read and eliminated the domain specific words. The remaining words then were selected into the "Manual Analysis Words" as the results.

Notes: Even though the list of words in this file was selected manually. However, in order to reproduce the relevant data to this, please get the code of the project published on GitHub at: https://github.com/XiaoruDong/InclusionCriteria and run the code following the instruction provided.
Date made availableDec 20 2018
PublisherUniversity of Illinois at Urbana-Champaign

Keywords

  • Systematic reviews
  • Machine learning
  • Inclusion criteria
  • Randomized controlled trials

Cite this

Dong, X. (Creator), Xie, J. (Creator), Hoang, L. (Creator) (Dec 20 2018). Words_Selected_by_Manual_Analysis. University of Illinois at Urbana-Champaign. 10.13012/B2IDB-8659314_V1