Enhancing the Human-computer Interaction through the Application of Artificial Intelligence, Machine Learning, and Data Mining

<div&gt;Machines have become an essential part of day-to-day human activities;</div&gt;<div&gt;their volume and frequency of usage have rapidly increased in every sector. These&lt;/div&gt;<div&gt;machines, especially the computer system, are well known for their speed, accuracy,</div&gt;<div&gt;repeatability, and use to execute tasks that can be harmful to humans. However, these&lt;/div&gt;<div&gt;machines lack intelligence, as they do not possess the ability to think like humans. The&lt;/div&gt;<div&gt;quest for producing machines with thinking capabilities led to artificial intelligence;</div&gt;<div&gt;thus, many efforts were channeled towards developing devices that can communicate&lt;/div&gt;<div&gt;with their surroundings, making a logical decision on what has been perceived, and&lt;/div&gt;<div&gt;then provide the proper solution to the problem. To achieve this feat, machine learning&lt;/div&gt;<div&gt;is utilized by subjecting the system to a series of training using algorithms and data&lt;/div&gt;<div&gt;mining techniques, which is similar to how humans learn from infancy till adulthood&lt;/div&gt;<div&gt;and then execute tasks based on knowledge and the experiences they have gathered&lt;/div&gt;<div&gt;growing up. While these technologies opened a creative horizon for technological&lt;/div&gt;<div&gt;development, there is a current demand for intelligent user interfaces with high&lt;/div&gt;<div&gt;usability that can sustain the mode of interaction depending on users, tasks assigned,</div&gt;<div&gt;and the environment. This chapter attempts to present an overview of how data mining&lt;/div&gt;<div&gt;can be incorporated with machine learning to produce a machine with artificial&lt;/div&gt;<div&gt;intelligence and how both can improve the intelligent user interface.</div&gt;