Hamman Samuel
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View article: Entrepreneurial Orientation and Business Performance: Navigating Innovation, Risk, and Proactivity in the Digital Age
Entrepreneurial Orientation and Business Performance: Navigating Innovation, Risk, and Proactivity in the Digital Age Open
Entrepreneurial Orientation is a key driver of firm performance across financial, non-financial, and sustainability outcomes. This meta-analysis of 28 studies involving 10,084 firms worldwide reveals a positive inclusive effect size of 0.2…
View article: Influence of Collaborative Learning Strategies on Students Performance in Mathematics in Public Day Secondary Schools in Nyagatare District, Rwanda
Influence of Collaborative Learning Strategies on Students Performance in Mathematics in Public Day Secondary Schools in Nyagatare District, Rwanda Open
Purpose: This study aimed to explore the influence of collaborative learning on students' performance in mathematics in public day secondary schools in Nyagatare District, focusing on peer learning, group discussions, and problem-solving m…
View article: The physician-AI relationship: partnering for precision medicine via clinical decision support
The physician-AI relationship: partnering for precision medicine via clinical decision support Open
Background Clinical decision support systems (CDSSs) can enhance physician decision-making, but successful adoption depends on positive user attitudes. Understanding Israeli physicians’ attitudes toward CDSSs is crucial for overcoming impl…
View article: SUPERNOVA: Automating Test Selection and Defect Prevention in AAA Video Games Using Risk Based Testing and Machine Learning
SUPERNOVA: Automating Test Selection and Defect Prevention in AAA Video Games Using Risk Based Testing and Machine Learning Open
Testing video games is an increasingly difficult task as traditional methods fail to scale with growing software systems. Manual testing is a very labor-intensive process, and therefore quickly becomes cost prohibitive. Using scripts for a…
View article: Effects of the COVID-19 Pandemic on Classrooms: A Case Study on Foreigners in South Korea Using Applied Machine Learning
Effects of the COVID-19 Pandemic on Classrooms: A Case Study on Foreigners in South Korea Using Applied Machine Learning Open
In this study, we qualitatively and quantitatively examine the effects of COVID-19 on classrooms, students, and educators. Using a new Twitter dataset specific to South Korea during the pandemic, we sample the sentiment and strain on stude…
View article: The Need for Medical Professionals to Join Patients in the Online Health Social Media Discourse
The Need for Medical Professionals to Join Patients in the Online Health Social Media Discourse Open
Health social media is frequently used by e-patients for seeking health information online for self-diagnosis, self-treatment, and self-education Health social media also provides various benefits for patients and laypersons, such as allo…
View article: A Systematic Review of Defensive and Offensive Cybersecurity with Machine Learning
A Systematic Review of Defensive and Offensive Cybersecurity with Machine Learning Open
This is a systematic review of over one hundred research papers about machine learning methods applied to defensive and offensive cybersecurity. In contrast to previous reviews, which focused on several fragments of research topics in this…
View article: On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering Open
Duplicate question detection is an ongoing challenge in community question answering because semantically equivalent questions can have significantly different words and structures. In addition, the identification of duplicate questions ca…