Designing User Interfaces With a Data Science Approach (Advances in Systems Analysis, Software Engineering, and High Performance Computing) PDF
Preview Designing User Interfaces With a Data Science Approach (Advances in Systems Analysis, Software Engineering, and High Performance Computing)
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 Published in the United States of America by IGI Global Engineering Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: [email protected] Web site: http://www.igi-global.com Copyright © 2022 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher. Product or company names used in this set are for identification purposes only. Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI Global of the trademark or registered trademark. 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 This book is published in the IGI Global book series Advances in Systems Analysis, Software Engineering, and High Perfor- mance Computing (ASASEHPC) (ISSN: 2327-3453; eISSN: 2327-3461) British Cataloguing in Publication Data A Cataloguing in Publication record for this book is available from the British Library. All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the authors, but not necessarily of the publisher. For electronic access to this publication, please contact: [email protected]. Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series Vijayan Sugumaran Oakland University, USA ISSN:2327-3453 EISSN:2327-3461 Mission The theory and practice of computing applications and distributed systems has emerged as one of the key areas of research driving innovations in business, engineering, and science. The fields of software engineering, systems analysis, and high performance computing offer a wide range of applications and solutions in solving computational problems for any modern organization. The Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series brings together research in the areas of distributed computing, systems and software engineering, high performance computing, and service science. This collection of publications is useful for academics, researchers, and practitioners seeking the latest practices and knowledge in this field. Coverage • Engineering Environments IGI Global is currently accepting manuscripts • Virtual Data Systems for publication within this series. To submit a pro- • Performance Modelling posal for a volume in this series, please contact our • Distributed Cloud Computing Acquisition Editors at [email protected] • Computer System Analysis or visit: http://www.igi-global.com/publish/. • Enterprise Information Systems • Metadata and Semantic Web • Software Engineering • Network Management • Computer Graphics The Advances in Systems Analysis, Software Engineering, and High Performance Computing (ASASEHPC) Book Series (ISSN 2327- 3453) is published by IGI Global, 701 E. Chocolate Avenue, Hershey, PA 17033-1240, USA, www.igi-global.com. This series is composed of titles available for purchase individually; each title is edited to be contextually exclusive from any other title within the series. For pricing and ordering information please visit http://www.igi-global.com/book-series/advances-systems-analysis-software-engineering/73689. Postmaster: Send all address changes to above address. © © 2022 IGI Global. All rights, including translation in other languages reserved by the publisher. No part of this series may be reproduced or used in any form or by any means – graphics, electronic, or mechanical, including photocopying, recording, taping, or information and retrieval systems – without written permission from the publisher, except for non commercial, educational use, including classroom teaching purposes. The views expressed in this series are those of the authors, but not necessarily of IGI Global. Titles in this Series For a list of additional titles in this series, please visit: www.igi-global.com/book-series Technology Road Mapping for Quantum Computing and Engineering Brojo Kishore Mishra (GIET University, India) Engineering Science Reference • © 2022 • 305pp • H/C (ISBN: 9781799891833) • US $225.00 Advancing Smarter and More Secure Industrial Applications Using AI, IoT, and Blockchain Technology Kavita Saini (Galgotias University, India) and Pethuru Raj (Reliance Jio Platforms Ltd., Bangalore, India) Engineering Science Reference • © 2022 • 309pp • H/C (ISBN: 9781799883678) • US $245.00 Deep Learning Applications for Cyber-Physical Systems Monica R. Mundada (M.S. Ramaiah Institute of Technology, India) S. Seema (M.S. Ramaiah Institute of Technol- ogy, India) Srinivasa K.G. (National Institute of Technical Teachers Training and Research, Chandigarh, India) and M. Shilpa (M.S. Ramaiah Institute of Technology, India) Engineering Science Reference • © 2022 • 293pp • H/C (ISBN: 9781799881612) • US $245.00 Design, Applications, and Maintenance of Cyber-Physical Systems Pierluigi Rea (University of Cagliari, Italy) Erika Ottaviano (University of Cassino and Southern Lazio, Italy) José Machado (University of Minho, Portugal) and Katarzyna Antosz (Rzeszow University of Technology, Poland) Engineering Science Reference • © 2021 • 314pp • H/C (ISBN: 9781799867210) • US $225.00 Methodologies and Applications of Computational Statistics for Machine Intelligence Debabrata Samanta (Christ University (Deemed), India) Raghavendra Rao Althar (QMS, First American India, Bangalore, India) Sabyasachi Pramanik (Haldia Institute of Technology, India) and Soumi Dutta (Institute of En- gineering and Management, Kolkata, India) Engineering Science Reference • © 2021 • 277pp • H/C (ISBN: 9781799877011) • US $245.00 Handbook of Research on Software Quality Innovation in Interactive Systems Francisco Vicente Cipolla-Ficarra (Latin Association of Human-Computer Interaction, Spain & International As- sociation of Interactive Communication, Italy) Engineering Science Reference • © 2021 • 501pp • H/C (ISBN: 9781799870104) • US $295.00 Handbook of Research on Methodologies and Applications of Supercomputing Veljko Milutinović (Indiana University, Bloomington, USA) and Miloš Kotlar (University of Belgrade, Serbia) Engineering Science Reference • © 2021 • 393pp • H/C (ISBN: 9781799871569) • US $345.00 701 East Chocolate Avenue, Hershey, PA 17033, USA Tel: 717-533-8845 x100 • Fax: 717-533-8661 E-Mail: [email protected] • www.igi-global.com Dedicated to our beloved family members and parents. 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-
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