Artificial intelligence applications have revolutionized business, industry, and education.
Applications developed for other sectors are being adapted for education. The amount of …

Recommender system (RS) are a type of suggestion to the information overload problem
suffered by user of websites that allow the rating of particular item. The movie RS are one of …

The future of many modern technologies includes machine learning and deep learning
methodologies. One of the prominent applications of these technologies is the recommender …

Web‐page recommendation system (RS) plays a major role in smart web systems. The core
technology is the RS, which helps users find their interests or discover item preferences …

Normally web services are classified originate in on the quality of service, wherever the term
quality is not absolute and it is a relative term. The quality of web services is measured or …

Teachers face challenges when conducting their jobs (stress, work overload, lack of
resources, lack of time, etc.), which may lead them to psychological problems. With the …

Mathematical decision-making ability is a complex cognitive process of finding problems
solutions which is continuously explored and optimized for undergraduate students. The …

Recommendations generated by a model become more convincing when the system is
capable of explaining the rationale behind the recommendations with respect to various …

In helping internet users to locate useful information by recommending possible interesting
information, Recommender Systems play an important role. Due to the perceived …

In this chapter, we will introduce a number of different machine learning algorithms, such as
K-Nearest Neighbors (KNN), SVM and Random Forest. All of these algorithms use …