Designing User Interfaces With a Data Science Approach
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Designing User Interfaces With a Data Science Approach

Abhijit Narayanrao Banubakode (MET Institute of Computer Science, India), Ganesh Dattatray Bhutkar (Vishwakarma Institute of Technology, India), Yohannes Kurniawan (Bina Nusantara University, Indonesia) and Chhaya Santosh Gosavi (MKSSS's Cummins College of Engineering, India)
Release Date: March, 2022|Copyright: © 2022 |Pages: 325
DOI: 10.4018/978-1-7998-9121-5
ISBN13: 9781799891215|ISBN10: 1799891216|EISBN13: 9781799891239|ISBN13 Softcover: 9781799891222
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Description & Coverage
Description:

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.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Artificial Neural Network
  • Data Visualization
  • Fetal ECG
  • Machine Learning
  • Natural Dialog Systems
  • Performance Measurement
  • Social Network Mining
  • Software Application Development
  • Software Engineering Phases
  • Stock Market Technical Analysis
  • Stock Screening
  • User Interface Design
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