Designing User Interfaces With a Data Science Approach (Advances in Systems Analysis, Software Engineering, and High Performance Computing)

348 Pages·2022·15.201 MB·English

by  Abhijit Narayanrao Banubakode (editor), Ganesh Dattatray Bhutkar (editor), Yohannes Kurniawan (editor)

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
Chhaya Santosh Gosavi
MKSSS’s Cummins College of Engineering, India
A volume in the Advances in Systems Analysis,
Software Engineering, and High Performance
Computing (ASASEHPC) Book Series
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Library of Congress Cataloging-in-Publication Data
Names: Banubakode, Abhijit, DATE- editor.
Title: Designing user interfaces with a data
science approach / Abhijit Banubakode, Ganesh Bhutkar, Yohannes
Kurniawan, and Chhaya Gosavi.
Description: Hershey, PA : Engineering Science Reference, [2022] | Includes
bibliographical references and index. | Summary: “This book provides
chapters that demonstrate an understanding of human-computer interface
guidelines, principles and theories combined with data science
techniques investigating user-centered designs of applications across
domains while analyzing user data with a data science approach for
effective and user-friendly user interfaces”-- Provided by publisher.
Identifiers: LCCN 2021047656 (print) | LCCN 2021047657 (ebook) | ISBN
9781799891215 (h/c) | ISBN 9781799891222 (s/c) | ISBN 9781799891239 (eISBN)
Subjects: LCSH: User interfaces (Computer systems)
Classification: LCC QA76.9.U83 H344 2022 (print) | LCC QA76.9.U83 (ebook)
| DDC 005.4/37--dc23/eng/20211120
LC record available at https://lccn.loc.gov/2021047656
LC ebook record available at https://lccn.loc.gov/2021047657

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Advances in Systems Analysis,
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Oakland University, USA
ISSN:2327-3453
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Editorial Advisory Board
RajivDharaskar,Indian Institute of Information Technology, Kottayam, India
EmmanuelEilu,Uganda Christian University, Mbale, Uganda
FuadAliEl-Qirem,Al-Zaytoonah University of Jordan, Amman, Jordan
MarioA.MorenoRocha,University of St Andrews, Dundee, UK
List of Reviewers
AmolAdmuthe,Rajarambapu Institute of Technology, Islampur, India
SandhyaArora,MKSSS’s Cummins College of Engineering for Women, Pune, India
AuziAsfarian,IPB University, Bagor, Indonesia
TusharAthawale,Oak Ridge National Laboratory, Oak Ridge, USA
SachinBabar,Sinhgad Institute of Technology, Lonavala, India
ArchanaChaugule,Pimpri Chinchwad College of Engineering and Research, Pune, India
GirijaGireeshChiddarwad,Marathwada Mitra Mandal’s College of Engineering, Pune, India
RushaliDeshmukh,JSPM’s Rajarshi Shahu College of Engineering, Pune, India
PriyadarshanDhabe,Vishwakarma Institute of Technology, Pune, India
SunitaDhotre,Bharati Vidyapeeth University (Deemed), Pune, India
SayyedMohNasimIbrahim,United Nations, Kabul, Afghanistan
SunitaJahirabadkar,MKSSS’s Cummins College of Engineering for Women, Pune, India
GeetanjaliKale,Pune Institute of Computer Technology, Pune, India
DiptiPatil,MKSSS’s Cummins College of Engineering for Women, Pune, India
HarshaliPatil,MET Institute of Computer Science, Mumbai, India
VeronicaRossano,University of Bari, Aldo Moro, Italy
AnilSurve,Walchand College, Sangli, India
MadhuriTasgaonkar,MKSSS’s Cummins College of Engineering for Women, Pune, India
MakarandVelankar,MKSSS’s Cummins College of Engineering for Women, Pune, India
HarshadWadkar,MKSSS’s Cummins College of Engineering for Women, Pune, India


Table of Contents
Foreword.............................................................................................................................................xvi
Preface................................................................................................................................................xvii
Acknowledgment................................................................................................................................xxi
Section 1
Human-Computer Interaction and Applications
Chapter 1
VideoCall-BasedReal-TimeCrimeReportingSystem..........................................................................1
Priyadarshan Dhabe, Vishwakarma Institute of Technology, India
Vedika Hatekar, Vishwakarma Institute of Technology, India
Sagar Wankhade, Vishwakarma Institute of Technology, India
Ishwari Kulkarni, Vishwakarma Institute of Technology, India
Rishabh Chaudhary, Vishwakarma Institute of Technology, India
Divya Deepak Patwari, Vishwakarma Institute of Technology, India
Chapter 2
Building3DandXRCitySystemsonMulti-PlatformDevices...........................................................21
Tomasz Zawadzki, Arkin University of Creative Arts and Design, Cyprus
Rob Kitchin, Maynooth University, Ireland
Chapter 3
PersonalizationinAdaptiveE-Learning...............................................................................................40
Lamya Anoir, Abdelmalek Essaâdi University, Morocco
Mohamed Khaldi, Abdelmalek Essaâdi University, Morocco
Mohamed Erradi, Abdelmalek Essaâdi University, Morocco
Chapter 4
ContextualInquiryofFoodOrderingApps:AnIndianPerspective....................................................68
Ganesh D. Bhutkar, Vishwakarma Institute of Technology, India
Mishail Shailendra Singh, Vishwakarma Institute of Technology, India
Yohannes Kurniawan, Bina Nusantara University, Indonesia


Chapter 5
RemovingtheScreen:MeasuringtheEffectivenessofAestheticallyRelevantUIDesignforNew
Technologies.........................................................................................................................................86
Nina Lyons, Technological University Dublin, Ireland
Matt Smith, Technological University Dublin, Ireland
Chapter 6
SignificanceofSoftwareEngineeringPhasesintheDevelopmentofaSoftwareApplication:Case
Study...................................................................................................................................................111
Sushama A. Deshmukh, Maharashtra Institute of Technology, India
Smita L. Kasar, Maharashtra Institute of Technology, India
Section 2
Human-Computer Interaction and Data Science
Chapter 7
DiseasePredictionSystemUsingImageProcessingandMachineLearninginCOVID-19..............134
Sonal Raju Shilimkar, MKSSS’s Cummins College of Engineering, India
Varsha Pimprale, MKSSS’s Cummins College of Engineering, India
Chhaya R. Gosavi, MKSSS’s Cummins College of Engineering, India
Chapter 8
GroupingPublicComplaintsintheCityofTangerangUsingK-MeansClusteringMethod:
ContextualTextAnalytics...................................................................................................................156
Evaristus Didik Madyatmadja, Information Systems Department, School of Information
Systems, Bina Nusantara University, Jakarta, Indonesia
Astari Karina Rahmah, Information Systems Department, School of Information Systems,
Bina Nusantara University, Jakarta, Indonesia
Saphira Aretha Putri, Information Systems Department, School of Information Systems, Bina
Nusantara University, Jakarta, Indonesia
Yusdi Ari Pralambang, Information Systems Department, School of Information Systems,
Bina Nusantara University, Jakarta, Indonesia
Gede Prama Adhi Wicaksana, Information Systems Department, School of Information
Systems, Bina Nusantara University, Jakarta, Indonesia
Muhammad D. Raihan, Information Systems Department, School of Information Systems,
Bina Nusantara University, Jakarta, Indonesia
Chapter 9
PerformanceMeasurementofNaturalDialogSystembyAnalyzingtheConversation.....................180
Neelam Pramod Naik, SVKM’s Usha Pravin Gandhi College of Arts, Science, and
Commerce, India
Chapter 10
SocialNetworkMining,Analysis,andResearchTrends:ACaseStudy............................................210
Abhijit Banubakode, MET Institute of Computer Science, India
Chhaya Gosavi, MKSSS’s Cummins College of Engineering, India
Meghana Satpute, University of Texas at Dallas, USA

Chapter 11
UserInterfaceDesignWithDataVisualizationTechnique:CaseStudyoftheCOVID-19
PandemicinIndia...............................................................................................................................227
Reshma Nitin Pise, Vishwakarma University, India
Bharati Sanjay Ainapure, Vishwakarma University, India
Chapter 12
IntegratingMultipleTechniquestoEnhanceMedicalDataClassification.........................................252
Balasaheb Tarle, MVPS’s KBT College of Engineering, India
M. Akkalakshmi, School of Technology, GITAM University, India
Chapter 13
FetalECGExtraction:PrincipalComponentAnalysisMethodforExtractionofFetalECG............275
Vidya Sujit Kurtadikar, Dr. Vishwanath Karad MIT World Peace University, India
Himangi Milind Pande, Dr. Vishwanath Karad MIT World Peace University, India
Compilation of References...............................................................................................................295
About the Contributors....................................................................................................................318
Index...................................................................................................................................................323
Detailed Table of Contents
Foreword.............................................................................................................................................xvi
Preface................................................................................................................................................xvii
Acknowledgment................................................................................................................................xxi
Section 1
Human-Computer Interaction and Applications
Chapter 1
VideoCall-BasedReal-TimeCrimeReportingSystem..........................................................................1
Priyadarshan Dhabe, Vishwakarma Institute of Technology, India
Vedika Hatekar, Vishwakarma Institute of Technology, India
Sagar Wankhade, Vishwakarma Institute of Technology, India
Ishwari Kulkarni, Vishwakarma Institute of Technology, India
Rishabh Chaudhary, Vishwakarma Institute of Technology, India
Divya Deepak Patwari, Vishwakarma Institute of Technology, India
Mostofthecrimesthathappenthesedaysdon’treachthepoliceeitherbecausenobodyreportsthemor
thereisnorealtimeproof.Thecitizensdon’thavethereal-timeimages,videosrelatedtothecrime,and
hence,itgoesunreported.Thischapterpresentsareal-timevideocall-basedcrimereportingsystem,
wherethecrimevictimoraneyewitnesscanstartanend-to-endencryptedvideocallwiththepolice
presentinthenearestpolicestation.Adatascienceapproachisusedtofindthenearestpolicestation.
Oncethepoliceofficerpicksupthecall,hewillgetthelocationofthecrimeandnearestroutetoreach
thecrimespot.Policecanevencatchthecriminalsorhandlethecrimewhileitishappening.Afterthe
videocallends,arecordingofthatcallwillalsobeavailabletothepolice.
Chapter 2
Building3DandXRCitySystemsonMulti-PlatformDevices...........................................................21
Tomasz Zawadzki, Arkin University of Creative Arts and Design, Cyprus
Rob Kitchin, Maynooth University, Ireland
Inthischapter,theauthorsdetailhowsixcommercialproductshavesoughttoprovide3Dspatialmedia
solutionsfortheplanningdomain,andsetouttheirownapproachtodevelopinganinteractive,multi-
platformcityinformationmodel(CIM)fordesktop/WebGL(onaPC),VR(HTCVive),andMR(Microsoft
HoloLens)forDublininformedbyuserrequirementselicitedthroughinterviewswithprofessionalurban
planners.TheydemonstratehowaUnitygameenginesolutioncanbeusedtobuildandmanageamulti-