Evolution of software testing strategies and trends: Semantic content analysis of software research corpus of the last 40 years

F Gurcan, GGM Dalveren, NE Cagiltay, D Roman… - IEEE …, 2022 - ieeexplore.ieee.org
From the early days of computer systems to the present, software testing has been
considered as a crucial process that directly affects the quality and reliability of software …

[HTML][HTML] Digital transformation strategies, practices, and trends: a large-scale retrospective study based on machine learning

F Gurcan, GD Boztas, GGM Dalveren, M Derawi - Sustainability, 2023 - mdpi.com
The purpose of this research is to identify the areas of interest, research topics, and
application areas that reflect the research nature of digital transformation (DT), as well as the …

Identifying hot topic trends in streaming text data using sequential evolution model based on distributed representations

ZA Khan, Y Xia, S Ali, JA Khan, SS Askar… - IEEE …, 2023 - ieeexplore.ieee.org
Hot topic trends have become increasingly important in the era of social media, as these
trends can spread rapidly through online platforms and significantly impact public discourse …

[HTML][HTML] Business Intelligence Strategies, Best Practices, and Latest Trends: Analysis of Scientometric Data from 2003 to 2023 Using Machine Learning

F Gurcan, A Ayaz, GG Menekse Dalveren, M Derawi - Sustainability, 2023 - mdpi.com
The widespread use of business intelligence products, services, and applications piques the
interest of researchers in this field. The interest of researchers in business intelligence …

Covid-19 and E-learning: an exploratory analysis of research topics and interests in E-learning during the pandemic

F Gurcan, GGM Dalveren, M Derawi - IEEE Access, 2022 - ieeexplore.ieee.org
E-learning has gained further importance and the amount of e-learning research and
applications has increased exponentially during the COVID-19 pandemic. Therefore, it is …

[HTML][HTML] Career in cloud computing: exploratory analysis of in-demand competency areas and skill sets

O Ozyurt, F Gurcan, GGM Dalveren, M Derawi - Applied Sciences, 2022 - mdpi.com
This study aims to investigate up-to-date career opportunities and in-demand competence
areas and skill sets for cloud computing (CC), which plays a crucial role in the rapidly …

[HTML][HTML] What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities

F Gurcan - PeerJ Computer Science, 2023 - peerj.com
Background Because of the growing involvement of communities from various disciplines,
data science is constantly evolving and gaining popularity. The growing interest in data …

Student engagement research trends of past 10 years: A machine learning-based analysis of 42,000 research articles

F Gurcan, F Erdogdu, NE Cagiltay… - Education and Information …, 2023 - Springer
Student engagement is critical for both academic achievement and learner satisfaction
because it promotes successful learning outcomes. Despite its importance in various …

[HTML][HTML] Identification of mobile development issues using semantic topic modeling of stack overflow posts

F Gurcan - PeerJ Computer Science, 2023 - peerj.com
Background Increasing demands for mobile apps and services have recently led to an
intensification of mobile development activities. With the proliferation of mobile development …

[HTML][HTML] What are developers talking about information security? A large-scale study using semantic analysis of Q&A posts

F Gurcan - PeerJ Computer Science, 2024 - peerj.com
Background Digitalization and rapid technological improvement in the present day bring
numerous benefits, but they also raise the complexity and diversity of cyber security risks …