Big data applications: overview, challenges and future

A Badshah, A Daud, R Alharbey, A Banjar… - Artificial Intelligence …, 2024 - Springer
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 …

[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 …

Evaluating the effectiveness of author-count based metrics in measuring scientific contributions

B Ahmed, L Wang, G Mustafa, MT Afzal… - IEEE …, 2023 - ieeexplore.ieee.org
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 …

Measuring academic influence using heterogeneous author-citation networks

F Zhao, Y Zhang, J Lu, O Shai - Scientometrics, 2019 - Springer
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 …

Categorization and correlational analysis of quality factors influencing citation

A Khatoon, A Daud, T Amjad - Artificial Intelligence Review, 2024 - Springer
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 …

Scientific impact of an author and role of self-citations

T Amjad, Y Rehmat, A Daud, RA Abbasi - Scientometrics, 2020 - Springer
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 …

RelRank: A relevance-based author ranking algorithm for individual publication venues

Y Zhang, M Wang, M Zipperle, A Abbasi… - Information Processing & …, 2023 - Elsevier
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 …

An artificial intelligence-based framework for data-driven categorization of computer scientists: a case study of world's top 10 computing departments

N Ali, Z Halim, SF Hussain - Scientometrics, 2023 - Springer
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 …

CLARA: Citation and similarity-based author ranking

HD Bedru, C Zhang, F Xie, S Yu, I Hussain - Scientometrics, 2023 - Springer
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 …

[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 …