Cognitive Science as a Building Block of Nursing Informatics

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paints a vibrant picture of our mental landscape

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Cognitive science

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It examines how we perceive information, store it in memory, manipulate it through thought, and ultimately shape it into knowledge.

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Cognitive science

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Interdisciplinary field exploring how the mind works

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Cognitive science

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Attention, memory, language, decision-making, problem-solving

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Cognitive Processes

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Perception, experience, learning, education

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Knowledge sources

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Applies cognitive science principles to technology design

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Cognitive Informatics

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Optimizes data, information, and technology for nursing practice

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Nursing Informatics

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is a relatively new area of multidisciplinary study that involves human information processing and how those processes and mechanisms relate to computing and computer application

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Cognitive Informatics

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The primary goal of cognitive informatics is to

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develop computing systems that work best with how humans process information, creating more seamless human systems integration

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are adept at circumventing potential bottlenecks that could hinder human information processing.

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System designs

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System designs are adept at circumventing potential bottlenecks that could hinder human information processing. These include restrictions in

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attention span, memory capacity, learning speed, comprehension levels, visualization capabilities, and decision-making prowess.

Question 12

Understanding how the human brain works is certainly not a recent human endeavor, as noted by ________________, director of the ______________________________________________

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Yingxu Wang; International Center for Cognitive Informatics.

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three ways that humans model the natural world

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information processing
matter
energy

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________________________model the physical, concrete world. __________________ is used to model the abstract world of perception and ideas.

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matter and energy ; Information

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The basis of cognitive informatics is an _______________________ that includes input from areas such as psychology/behavioral science, neuroscience, artificial intelligence and linguistics.

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interdisciplinary approach

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The basis of cognitive informatics is an interdisciplinary approach that includes input from areas such as _________________________________________

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psychology/behavioral science, neuroscience, artificial intelligence and linguistics.

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can create a set of fundamental theories that create the foundation for information and knowledge-based science and engineering disciplines such as “computer science, cognitive science, neuropsychology, systems science, cybernetics, computer/software engineering, and knowledge engineering,” according to Wang.

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cognitive informatics

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Applications:

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Clinical decision support systems, patient education tools, telehealth platforms

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It encompasses different techniques, such as machine learning, where computers learn and improve by analyzing data without needing specific instructions.

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Artificial intelligence

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a subset of machine learning

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Deep learning

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utilizes complex algorithms modeled after the brain’s neural networks, unlocking powerful capabilities for pattern recognition and prediction

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Deep learning

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AI simulates

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human intelligence

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Machine Learning enables computers to

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learn without explicit programming

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is a powerful learning algorithms inspired by the brain’s structure.

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Deep Learning

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challenges of AI

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ethical considerations, transparency, bias, limited understanding of human emotions

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Examining the Relationship Between Cognitive Science and AI

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Reason 1: AI mimicking human cognition through learning, recognizing patterns, making decisions Reason 2: challenges are ethical considerations, transparency, bias, limited understanding of human emotions, and potential benefits are personalized care, early disease detection, workload reduction

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potential benefits are

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personalized care, early disease detection, workload reduction

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The Future of Cognitive Science and Nursing Informatics

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1. Continuous development 2. Personalized and Predictive Care 3. Collaboration and Ethical Consideration