Volume 8, Issue 2S

Editor’s Note

1. Article

   Special Issue on Machine Learning in Scientometrics

   Snehanshu Saha, Saibal Kar

   pp. s1 · DOI: 10.5530/jscires.8.2.20 · Published

   Scientometrics is a domain that performs a quantitative and qualitative assessment of research and scientific progress. The field has earned popularity in last few years owing to the need to measure research outputs at i…

Machine Learning

1. Article

   On the Implications of Artificial Intelligence and its Responsible Growth

   Harsha Devaraj, Simran Makhija, Suryoday Basak

   pp. s2–s6 · DOI: 10.5530/jscires.8.2.21 · Published

   As a set of technologies, Artificial Intelligence (AI) has received growing interest from a variety of fields. However, many fundamental questions about AI are still mysteries to the everyday person. This paper seeks to …

2. Article

   Analyzing the Common Wisdom of Binarization Doctrine in Internationality Classification of Journals: A Machine Learning Approach

   Gambhire Swati Sampatrao, Sudeepa Roy Dey, Abhishek Bansal, Sriparna Saha

   pp. s7–s38 · DOI: 10.5530/jscires.8.2.22 · Published

   Evaluating and identifying “Internationality” of peer reviewed journals is a hotly debated topic. The problem broadly focuses on whether a journal is international or not, indicating a strong tilt toward binary classific…

3. Article

   Relevance of Innovations in Machine Learning to Scientometrics

   Gowri Srinivasa

   pp. s39–s43 · DOI: 10.5530/jscires.8.2.23 · Published

   Machine learning envisages building models that either classify, predict, cluster or determine the relative relevance of features to a problem and the associations between them. This paper briefy describes how these task…

4. Article

   SES-RREF: The Machine Learning Approach to Credible Metrics of Scholastic Evidence via Recursive Referencing

   Archana Mathur, Snehanshu Saha, Saibal Kar, Gouri Ginde, Ankit Sinha

   pp. s44–s73 · DOI: 10.5530/jscires.8.2.24 · Published

   Citation network analysis of scholarly articles and journals has already been explored in-depth and the subtlety of the differences between citations and references has also been recognized. Despite this recognition, cit…

Invited Article

1. Article

   Treatment Repurposing using Literature-related Discovery

   Ronald N. Kostoff

   pp. s74–s84 · DOI: 10.5530/jscires.8.2.25 · Published

   This article describes the Literature-Related Discovery technique and its application to Treatment Repurposing (which includes, but goes well beyond, Drug Repurposing). Illustrative results of potential repurposed treatm…

1. Article

   Some Salient Aspects of Machine Learning Research: A Bibliometric Analysis

   Sujit Bhattacharya

   pp. s85–s92 · DOI: 10.5530/jscires.8.2.26 · Published

   Machine learning has emerged as an important and distinct area of research closely related to and often overlaps with various domains within computer science, computational statistics, artificial intelligence, cognitive …