Big data applications: overview, challenges and future
Big Data (ie, social big data, vehicular big data, healthcare big data etc) points to massive
and complex data, that require special technologies and approaches for storage …
and complex data, that require special technologies and approaches for storage …
[PDF][PDF] Bibliometric Analysis and Systematic Review of Research on Expert Finding: A PRISMA-guided Approach
XL Pham, TT Le - The International Arab Journal of Information …, 2024 - iajit.org
This study conducts a comprehensive exploration of expert retrieval using a dual approach
of bibliometric analysis and systematic review, guided by the Preferred Reporting Items for …
of bibliometric analysis and systematic review, guided by the Preferred Reporting Items for …
Evaluating the effectiveness of author-count based metrics in measuring scientific contributions
The assessment and evaluation of the academic influence of the researcher is a challenging
task. This task allows the scientific community to make valuable decisions, such as …
task. This task allows the scientific community to make valuable decisions, such as …
Measuring academic influence using heterogeneous author-citation networks
Academic influence has been traditionally measured by citation counts and metrics derived
from it, such as H-index and G-index. PageRank based algorithms have been used to give …
from it, such as H-index and G-index. PageRank based algorithms have been used to give …
Categorization and correlational analysis of quality factors influencing citation
The quality of the scientific publication plays an important role in generating a large number
of citations and raising the work's visibility. According to several studies, the number of …
of citations and raising the work's visibility. According to several studies, the number of …
Scientific impact of an author and role of self-citations
In bibliometric and scientometric research, the quantitative assessment of scientific impact
has boomed over the past few decades. Citations, being playing a major role in enhancing …
has boomed over the past few decades. Citations, being playing a major role in enhancing …
RelRank: A relevance-based author ranking algorithm for individual publication venues
Hiring appropriate editors, chairs and committee members for academic journals and
conferences is challenging. It requires a targeted search for high profile scholars who are …
conferences is challenging. It requires a targeted search for high profile scholars who are …
An artificial intelligence-based framework for data-driven categorization of computer scientists: a case study of world's top 10 computing departments
The total number of published articles and the resulting citations are generally
acknowledged as suitable criteria of the scientist's evaluation. However, it is challenging to …
acknowledged as suitable criteria of the scientist's evaluation. However, it is challenging to …
CLARA: Citation and similarity-based author ranking
Scientific collaboration is getting tremendous attention from scholars and becoming the most
common way of producing research works from different disciplines, enabling them to solve …
common way of producing research works from different disciplines, enabling them to solve …
[HTML][HTML] Towards Scientists and Researchers Classification Model (SRCM)-based machine learning and data mining methods: An ISM-MICMAC approach
AY Noaman, AAA Gad-Elrab, AM Baabdullah - Journal of Innovation & …, 2024 - Elsevier
This study introduces an innovative automated model, the Scientists and Researchers
Classification Model (SRCM), which employs data mining and machine-learning techniques …
Classification Model (SRCM), which employs data mining and machine-learning techniques …