Designing User Interfaces With a Data Science Approach

  • 6h 47m
  • Abhijit Narayanrao Banubakode, Chhaya Santosh Gosavi, Ganesh Dattatray Bhutkar, Yohannes Kurniawan
  • IGI Global
  • 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.

About the Author

Abhijit Banubakode is currently working in the capacity of Principal at MET Institute of Computer Science, Mumbai and Head Institute of Information Technology Centre for Development of Advanced Computing(C-DAC), Mumbai, India. A has 23+ years of Academic, Training and Industrial experience. Received Ph.D. degree in Computer Studies from Symbiosis International University (SIU), Pune and ME degree in Computer Engineering from Pune Institute of Computer Technology (PICT) affiliated to Savitribai Phule Pune University in 2005. He is the Member of Board of Studies, Academic Council of various universities. He is also Member of National and International Professional bodies like International Association of Computer Science and Information Technology (IACSIT), IEEE, ISTE and CSI. A researcher - teacher of Theory of Computation, Data Base Management System his current research areas are Data Science, Query Optimization, Object -Oriented Database and delivered a wide range of subjects in Computer Engineering and IT to various universities. He is a PhD guide to distinguished Indian Universities and presented 100+ research papers at international journal and conferences. Authored a world class International textbook of “Springer”, “Bentham Science Publishers” and IGI Global Publication along with Patents and Copyright to his credit.

Ganesh Bhutkar is a Usability Researcher and Academician. He is a Coordinator, Centre of Excellence in Human-Computer Interaction (HCI) and also, Assistant Head (Research) & Associate Professor at Department of Computer Engineering at Vishwakarma Institute of Technology (VIT), Pune, India. His research work is mainly focused on HCI, Artificial Intelligence, Medical Usability and Assistive Technology. He has a PhD in HCI from Indian Institute of Technology (IIT), Bombay. He is an active member of ACM as well as SIGCHI and also, a Vice Chair of a work group - IFIP 13.6 – Human Work Interaction Design (HWID). He has delivered invited talks in research events across Europe, Africa, and Asia. He is a Secretary of Shirwal Gymkhana, a sports academy training students. His research team has recently completed a research project on bicycle safety, with OFFIS, Germany.

Yohannes Kurniawan has more than 10 years of experience in academics and industries, he has helped a lot of organizations to accelerate their digital transformation. Yohannes’ extensive expertise in Information System Development, Knowledge Management, Digital Business, Business Analytics, and User Experience. It’s make him become the Subject Matter Expert for UX and Educational Technology at BINUS CREATES. His research interests vary from Implementing Human Information Behaviour Concept for Design, Knowledge Management System, and Analysis and Design of Information System. Apart from his work in digital transformation, Yohannes currently holds a strategic role as the Dean of School of Information Systems at BINUS UNIVERSITY, as well as prestigious positions in various associations as such co-founder and Vice Chair of AsosiasiSistemInformasi Indonesia (ASII), and Chair of Indonesia ACM SIGCHI. His recent experiences also hold the role as a Chair of International HCI and UX Conference. He has contributed on various projects related to UI/UX such as Principle UX Consultant for Start-Up Company in Indonesia.

Chhaya S. Gosavi has completed her graduation. in Computer Engineering from Vishwakarma Institute of Technology, Pune, and Post-graduation in Computer Engineering from Pune Institute of Computer Technology, and Ph.D. in Computer Engineering from Savitribai Phule Pune University.  For the last 20+ years, she has been working in the Computer Engineering Department of MKSSS’s Cummins College of Engineering for Women, Karvenagar, Pune. She is a life member of the Computer Society of India. Her areas of interest include Machine Learning. Image Processing, Multimedia, Operating Systems and Compilers. She received Cambridge International Certificate for Teachers and Trainers, by Wipro. She has more than 25 International journals and conferences publications. She has a copyright on her name and filed a patent in India. She has conducted many expert sessions at various institutes. She was an organizing committee member, session chair and reviewer for various national and international conferences. She was a part of the Guinness World Record event on “Training programming in 24 hrs” organized by AICTE and GUVI.

In this Book

  • Foreword
  • 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
  • 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
  • Compilation of References