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Banubakode A. Designing User Interfaces...Data Science App. 2022
Data science has been playing a vital role in almost all major fields. Many researchers are interested in the development of IT applications, which are user-driven with a focus on issues. This can be addressed using data science. User-driven research and data science have gained much attention from many private, public, and government organizations and research institutions. Designing User Interfaces With a Data Science Approach promotes the inclusion of more diversified users for user-centered designs of applications across domains and analyzes user data with a data science approach for effective and user-friendly user interface designs. It introduces the foundations of advanced topics of human-computer interaction, particularly with user-centered designs and techniques. Covering topics such as artificial neural networks, natural dialog systems, and machine learning, this book is an essential resource for faculty, research scholars, industry professionals, students of higher education, mathematicians, data scientists, interaction designers, visual designers, software engineers, user experience researchers, accessibility engineers, cognitive system engineers, academicians, and libraries. Human-Computer Interaction and Applications Video Call-Based Real-Time Crime Reporting System Building 3D and XR City Systems on Multi-Platform Devices Personalization in Adaptive E-Learning Contextual Inquiry of Food Ordering Apps: An Indian Perspective Removing the Screen: Measuring the Effectiveness of Aesthetically Relevant UI Design for New Technologies Significance of Software Engineering Phases in the Development of a Software Application: Case Study Human-Computer Interaction and Data Science Disease Prediction System Using Image Processing and Machine Learning in COVID-19 Grouping Public Complaints in the City of Tangerang Using K-Means Clustering Method: Contextual Text Analytics Performance Measurement of Natural Dialog System by Analyzing the Conversation Social Network Mining, Analysis, and Research Trends: A Case Study User Interface Design With Data Visualization Technique: Case Study of the COVID-19 Pandemic in India Integrating Multiple Techniques to Enhance Medical Data Classification Fetal ECG Extraction: Principal Component Analysis Method for Extraction of Fetal ECG
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