Title
A systematic literature review on Wikidata.
Abstract
Purpose The purpose of this paper is to review the current status of research on Wikidata and, in particular, of articles that either describe applications of Wikidata or provide empirical evidence, in order to uncover the topics of interest, the fields that are benefiting from its applications and which researchers and institutions are leading the work. Design/methodology/approach A systematic literature review is conducted to identify and review how Wikidata is being dealt with in academic research articles and the applications that are proposed. A rigorous and systematic process is implemented, aiming not only to summarize existing studies and research on the topic, but also to include an element of analytical criticism and a perspective on gaps and future research. Findings Despite Wikidata's potential and the notable rise in research activity, the field is still in the early stages of study. Most research is published in conferences, highlighting such immaturity, and provides little empirical evidence of real use cases. Only a few disciplines currently benefit from Wikidata's applications and do so with a significant gap between research and practice. Studies are dominated by European researchers, mirroring Wikidata's content distribution and limiting its Worldwide applications. Originality/value The results collect and summarize existing Wikidata research articles published in the major international journals and conferences, delivering a meticulous summary of all the available empirical research on the topic which is representative of the state of the art at this time, complemented by a discussion of identified gaps and future work.
Year
DOI
Venue
2019
10.1108/DTA-12-2018-0110
DATA TECHNOLOGIES AND APPLICATIONS
Keywords
Field
DocType
Literature review,Survey,Applications,Empirical studies,Wikidata,Knowledge graphs
Data science,Analytical chemistry,Criticism,Use case,Systematic process,Systematic review,Empirical evidence,Chemistry,Mirroring,Limiting,Empirical research
Journal
Volume
Issue
ISSN
53.0
3.0
2514-9288
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Marçal Mora Cantallops1123.99
Salvador Sánchez Alonso219329.09
Elena GarcíA-Barriocanal342251.53