With the spread of internet-transmitted documents a vast number of literature is available on internet now a days. Though some are behind the pay wall, the title and abstracts are still accessible. Now, as we see tremendous development of machine learning tools and programs, I wonder if we could use that in literature review, on available materials on the internet.
So, Can we use Machine Learning for Literature Review? Or is it possible to use codes / computerized program to gather literature online?
Dear Sarwar J. Minar ,
With the evolving and interdisciplinary nature of research, there is a need to facilitate and assist researchers in the manual process of building a literature review. This paper proposes an assisted literature review prototype based on machine learning models (MLM) to discover, rank and recommend the relevant papers.
Article An Assisted Literature Review using Machine Learning Models ...
Regards,
Shafagat
this is my phd research topic :)
actually this is a one of the running active
research project. some tools have already developed and published such as ASReview. it is an open source project uses machine learning to find relevant papers.
have a look
https://asreview.nl/
http://lc.kubagro.ru/aidos/Works_on_ASK-analysis_of_texts.htm
Recently I've tried typeset.io to perform a review on a specific topic. It uses AI to boost some actions such as summarize paper and shis sine connections among them.
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