SJSU Machine Learning Algorithms Summary

Description

Introduction

Need a draft for How Machine Learning (ML) algorithms is used in organizations and protecting the internet and network for digital devices and information from illegal access and modification ( Minimum 150 words)

Kothari, S. (2021). use of machine learning algorithms in cyber security. information technology in industry, 9(2), 12141219. https://doi.org/10.17762/itii.v9i2.475

Participants and Research Setting

80 participants are from IT professionals need draft from below reference only (Minimum 150 words)

Armstrong, Jones, K. S., Namin, A. S., & Newton, D. C. (2020). Knowledge, Skills, and Abilities for Specialized Curricula in Cyber Defense: Results from Interviews with Cyber Professionals. ACM Transactions on Computing Education, 20(4), 125. https://doi.org/10.1145/3421254

Analyses of Research Questions

1.Need a draft to answer the research questions(Machine learning algorithms for cyber threats), the UTAUT variables were measured (Minimum 150 words)

Venkatesh, V. (2021). Adoption and use of AI Tools: A research agenda grounded in Utaut.

Annals of Operations Research, 308(1-2), 641652. https://doi.org/10.1007/s10479-020-03918-9

2. Perceived Enjoyment (PE), Social Influence (SI), Effort Expectancy (EE), and facilitating conditions (FC) are the four components of the model . These elements are crucial in gaining a better understanding of the relationship between age, gender, and experience and technology adoption.(Minimum 150 words)

Alyoussef, I. Y. (2021). Factors influencing students acceptance of M-learning in higher education: An application and extension of the UTAUT model. Electronics, 10(24), 3171. https://doi.org/10.3390/electronics10243171

Supplementary Findings

1.Need draft How the G* power used for sample size and analysis for ANOVA (Minimum 150 words)

Kang. (2021). Sample size determination and power analysis using the GPower software. Journal of

Educational Evaluation for Health Professions, 18(0), 18, 1717.

https://doi.org/10.3352/jeehp.2021.18.17

2.Need draft how ANOVA test to examine and t-test, P-value . (Minimum 150 words)

Faulkenberry, Ly, A., & Wagenmakers, E.-J. (2020). Bayesian Inference in Numerical

Cognition: A Tutorial Using JASP. Journal of Numerical Cognition, 6(2), 231259. https://doi.org/10.5964/jnc.v6i2.288

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