Designing User Interfaces With a Data Science Approach 1st Edition by Abhijit Narayanrao Banubakode, Haris Abd Wahab, Mohd Rashid Mohd Saad, Hasan Reza, Mokbul Morshed Ahmad 1799891216 9781799891215

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ISBN 10: 1799891216

ISBN 13: 9781799891215

Author: Abhijit Narayanrao Banubakode, Haris Abd Wahab, Mohd Rashid Mohd Saad, Hasan Reza, Mokbul Morshed Ahmad

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.

Designing User Interfaces With a Data Science Approach 1st Table of contents:

Section 1: Human-Computer Interaction and Applications

Chapter 1: Video Call-Based Real-Time Crime Reporting System

ABSTRACT

INTRODUCTION

BACKGROUND

METHODOLOGY

SOLUTIONS AND RECOMMENDATIONS

USABILITY TESTING

FEEDBACK AND SUGGESTIONS

FUTURE RESEARCH DIRECTIONS

CONCLUSION

REFERENCES

ADDITIONAL READING

KEY TERMS AND DEFINITIONS

Chapter 2: Building 3D and XR City Systems on Multi-Platform Devices

ABSTRACT

INTRODUCTION

BACKGROUND

CONTEXT FOR DEVELOPING A MULTI-PLATFORM 3D AND XR SOLUTION FOR CITY PLANNING

FUTURE RESEARCH DIRECTIONS

CONCLUSION

ACKNOWLEDGMENT

REFERENCES

Chapter 3: Personalization in Adaptive E-Learning

ABSTRACT

INTRODUCTION

ADAPTIVE E-LEARNING BETWEEN PAST, PRESENT AND FUTURE

ADAPTIVE E-LEARNING

EVOLUTION OF PERSONALIZED EDUCATIONAL HYPERMEDIA SYSTEMS

PERSONALIZATION IN ADAPTIVE E-LEARNING AND THE PEDAGOGICAL SCENARIO

PERSONALIZATION OF THE ARCHITECTURE OF AN PEDAGOGICAL SCENARIO IN AN ADAPTIVE HYPERMEDIA SYSTEM

SITUATIONAL SCENARIO

CONCEPTUALIZATION SCENARIO

EVALUATION SCENARIO

CONCLUSION

FUTURE DIRECTIONS

ACKNOWLEDGMENT

REFERENCES

Chapter 4: Contextual Inquiry of Food Ordering Apps

ABSTRACT

INTRODUCTION

LITERATURE REVIEW

ANDROID APP REVIEW

RESEARCH METHODOLOGY

WORK MODELS

VITAL ASPECTS OBSERVED AND RELATED DESIGN CONCERNS

CONCLUSION AND FUTURE WORK

REFERENCES

Chapter 5: Removing the Screen

ABSTRACT

INTRODUCTION

BACKGROUND

VISUAL THEORY OF UI DESIGN

VISUAL COMMUNICATION AND THE ROLE OF SEMIOTICS AND GESTALT

PERCEPTION

MENTAL MODELS AND COGNITIVE CHANGE

METHODOLOGY RATIONALE

PROPOSED METHODOLOGY

OPERATIONAL DEFINITION

INITIAL EXPERIMENT TO TEST THE OPERATION DEFINITION

INITIAL EXPERIMENT TO TEST OPERATIONAL DEFINITION RESULTS AND DISCUSSION

FUTURE DIRECTION

CONCLUSION

REFERENCES

ENDNOTES

Chapter 6: Significance of Software Engineering Phases in the Development of a Software Application

ABSTRACT

INTRODUCTION

BACKGROUND

COMPREHENSIVE CASE STUDY FOR THE DEVELOPED PROJECT

PROJECT CHARTER/PROJECT BRIEF (GOALS, ROLES AND RESPONSIBILITIES)

SCOPE STATEMENT

DEVELOPMENT TEAM

SCOPE MANAGEMENT SOFTWARE REQUIREMENT SPECIFICATION

PROJECT PLANNING

LITERATURE SURVEY

PROJECT DESIGN PHASE

USE CASE

DATA FLOW DIAGRAM

IMPLEMENTATION OR CODING

TESTING AND QUALITY MANAGEMENT

QUALITY PROCESS

QUALITY REVIEW

USER INTERFACE DESIGN STEPS

SOFTWARE METRICS

TEST PLAN AND TEST CASE

TEST CASE AND TEST RESULTS

SCREENSHOTS FOR REFERENCE

DATA DICTIONARY

CONCLUSION

REFERENCES

Section 2: Human-Computer Interaction and Data Science

Chapter 7: Disease Prediction System Using Image Processing and Machine Learning in COVID-19

ABSTRACT

INTRODUCTION

OBJECTIVE

BACKGROUND

METHODOLOGY

ALGORITHMS USED

OVERVIEW OF MODULES

TOOLS AND TECHNOLOGIES USED

EXPERIMENT AND RESULT

FUTURE RESEARCH DIRECTIONS

CONCLUSION

REFERENCES

Chapter 8: Grouping Public Complaints in the City of Tangerang Using K-Means Clustering Method

ABSTRACT

INTRODUCTION

BACKGROUND

METHOD

CLUSTERING USING THE K-MEANS METHOD

RESULT AND DISCUSSION

CONCLUSION

REFERENCES

Chapter 9: Performance Measurement of Natural Dialog System by Analyzing the Conversation

ABSTRACT

INTRODUCTION

BACKGROUND

EXPERIMENT CONDUCTED

FUTURE RESEARCH DIRECTIONS

CONCLUSION

ACKNOWLEDGMENT

REFERENCES

Chapter 10: Social Network Mining, Analysis, and Research Trends

ABSTRACT

INTRODUCTION

SOCIAL COMMUNICATION INPUTS

DATA PROCUREMENT AND COMPOSITION

METHODOLOGY

IMPLEMENTATION OF APRIORI DATA MINING ALGORITHM

SHIFTING PARADIGM

FUTURE DIRECTIONS

CONCLUSION

FUTURE WORK

REFERENCES

Chapter 11: User Interface Design With Data Visualization Technique

ABSTRACT

INTRODUCTION

DATA VISUALIZATION TECHNIQUES AND ELEMENTS

BASIC PRINCIPLES OF DATA VISUALIZATION

APPLICATIONS OF DATA VISUALIZATION

DATA VISUALIZATION TOOLS

DATA VISUALIZATION: CASE STUDY OF COVID 19 PANDEMIC IN INDIA

CONCLUSION

REFERENCES

Chapter 12: Integrating Multiple Techniques to Enhance Medical Data Classification

ABSTRACT

INTRODUCTION

BACKGROUND

MAIN FOCUS OF THE CHAPTER

PROBLEM STATEMENT

PROPOSED METHODS

BNFC ALGORITHM

FBNFC ALGORITHM

METHOD OF EXPERIMENTATION

RESULTS AND DISCUSSION

FUTURE RESEARCH DIRECTION

CONCLUSION

REFERENCES

Chapter 13: Fetal ECG Extraction

ABSTRACT

INTRODUCTION

RELATED WORK

METHODS AND MATERIALS

STATISTICAL ASSESSMENT

DISCUSSIONS

FUTURE DIRECTIONS

CONCLUSION

ACKNOWLEDGMENT

REFERENCES

Compilation of References

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