Quantum machine learning algorithms are algorithms that use the principles of quantum mechanics to perform machine learning tasks. These algorithms are designed to take advantage of the unique properties of quantum computing, such as superposition, entanglement, and interference, to perform certain computations faster and more efficiently than classical algorithms.
Some of the most commonly used quantum machine learning algorithms are discussed in this E-Book.
Context-aware computing is a type of technology that allows computers and other devices to sense and understand the context of their environment and users. This technology aims to enhance the user’s experience by providing relevant and timely information or services based on their current situation, such as location, time of day, weather, and social context.
Learning Python is a valuable skill for anyone interested in pursuing a career in technology or simply wanting to improve their problem-solving skills. It is a versatile language that can be used for a wide range of purposes, from web development and data analysis to artificial intelligence and scientific computing.
Humans are unique as compared to other animal beings in learning and applying the learned knowledge to provide best solutions for real time problems. Trends in technologies are progressing in such a way that in future, human created systems will gradually acquire human capabilities like Contextual Consciousness and Intelligence. Context represent the situation of an entity of interest. Contextual Consciousness represents the ability of being aware/conscious about the context of entity and its surroundings. And intelligence represents the ability to apply the knowledge to perform actions under given context in a given environment. These 2 qualities, Contextual Consciousness and Intelligence, are so much important and complex that even human beings require a lot of hard work, training and practice to possess and apply them judiciously.
In this paper authors have proposed a design of TV program and settings recommendation engine utilizing contextual parameters like personal, social, temporal, mood and activity. In addition to the contextual parameters the system utilize the explicit or implicit user ratings and watching history to resolve the conflict if any while recommending the services .The System is implemented exploiting AI techniques ( like ontology, fuzzy logic ,Bayesian classifier and Rule Base) , RDBMS and SQL Query Processing .
Definitions given by earlier works and standard dictionaries agree on the key idea that context describe situation. This definition clearly states that context is always bound to an entity. The entity itself is regarded as something that is relevant to the interaction between a user and an application. The user-application relationship is rooted in the traditional notion of an application, but not limited to it.
Design thinking is a human-centered problem-solving approach that focuses on understanding user needs, generating creative solutions, and iterating through prototypes. It typically consists of five stages: Empathize, Define, Ideate, Prototype, and Test. Let’s explore each stage with an example: