Information and Knowledge Systems

$95.00$143.00

Manaswini Pradhan, PhD – Department of Computer Science, Fakir Mohan University, Odisha, India
Satchidananda Dehurl – Professor, Department of Computer Science, Fakir Mohan University, Odisha, India

Series: Computer Science, Technology and Applications
BISAC: COM014000; COM094000; COM032000
DOI: https://doi.org/10.52305/XUNI4482

Information and knowledge management systems are crucial technologies in today’s world and form an integral part of the learning management system (LMS) and decision science. Dissemination of knowledge is effectively managed with the adoption of LMS. The pandemic period witnessed the accelerated and massive use of the LMS with the adoption of online classes, which, to a great extent mitigated the educational needs of society. In the present era of increased reliance on online methods of imparting education and the introduction of the digital university in the last year Union budget presentation, information, and knowledge management has assumed greater proportion and the world is now experiencing a greater reliance on it. From this perspective, this book can certainly contribute to knowledge building and management of delivery mechanisms. We are also excited about the science of information and knowledge management as an integrated science that focuses on the study and design of intelligent computational systems, including knowledge of logic and basic probability, calculus, data structure, engineering optimization, and matrix theory to develop the concepts to solve a given problem.

The book is systematically organized into 11 chapters and cover topics of current interest to researchers, academicians, industrials, and scientists, and prepares them to appreciate the field and for discussion on further technological concepts of Information and Knowledge Systems (IKS). The various topics of the book have been explained in clear and simple language. Readers will be able to appreciate the concept of Information and Knowledge Systems together with their engineering applications.

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Table of Contents

Preface

Acknowledgement

Chapter 1. Accurate Word Alignment Induction for Bangla-Odia Using the EM Algorithm
Bishwa Ranjan Das1, Hima Bindu Maringanti1 and Niladri Sekhar Dash2
1
Department of Computer Application, Maharaja Sriram Chandra Bhanjadeo University, Baripada, India
2Linguistic Research Unit, Indian Statistical Institute, Kolkata, India

Chapter 2. An Automated Attendance System with Temperature and Face Mask Detection
Ch. Kalyan Gopi1, D. Sudha1 and K. Srujan Raju2
1Department of ECE, CMR College of Engineering and Technology, Hyderabad, Telangana, India
2Department of CSE, CMR Technical Campus, Hyderabad, Telangana, India

Chapter 3. Stock Market Analysis and Prediction Using Long Short Term Memory 6+
Padmavathi Nayak, BTech, Hitaarth Jainn, BTech, Gouri Shetty Ramesh, ME, Jammula Srini, BTech and Bandarwar Shruthika
Department of Computer Science and Engineering, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering & Technology, Hyderabad, India

Chapter 4. Network Anomaly Detection Using a Random Forest Classifier
T. Subburaj1,K. Srujan Raju2,N. M. Sinchana3K. Suthendran4, and Voruganti Naresh Kumar5
1
Department of Master of Computer Applications, RajaRajeswari College of Engineering, Bangalore, India
2Department of Computer Science and Engineering, CMR Technical Campus, Hydrapad, India
3Department of Information Science and Engineering, RajaRajeswari College of Engineering, Bangalore, India
4Department of Information Technology, Kalasalingam Academy of Research and Education, Tamilnadu, India
5Department of Computer Science and Engineering, CMR Technical Campus, Hydrapad, India

Chapter 5. A Comprehensible Decision Tree Based on LDA and PCA
Asit Patra, Monalisa Jena and Satchidananda Dehuri
Department of Computer Science, Fakir Mohan University, Balasore, Odisha, India

Chapter 6. Image Steganography Using Deep Neural Networks
Reddy Madhavi K.1, PhD, K. Pranitha2, M. Tech, Nagendar Yamsani3, M. Tech, Mohmad Ahmed Ali4, M. Tech, K. Srujan Raju5, PhD and Balijapalli Prathyusha6, B. Tech
1School of Computing, Mohan Babu University, Tirupati, India
2B.V. Raju Institute of Technology, Narsapur, Medak, Telangana, India
3Assistant Professor, School of Computer Science and Artificial Intelligence, SR University, Warangal, India
4Associate Professor, Department of CSE, CMR Institute of Technology, Hyderabad, Telangana, India
5Professor, Department of CSE, CMR Technical Campus, Hyderabad, Telangana, India
6UG Scholar, CSE. Sree Vidyanikethan Engineering College, Tirupati, A.P., India
Chapter DOI: https://doi.org/10.52305/YKAF1880

Chapter 7. Machine Learning on the Farm Animal Health Care System: A Review
Goddeti Mallikarjun1 and Dr.V. A. Narayana2
1Department of CSE, JNTUH, Kukatpally,Research Centre, CMR College of Engineering and Technology, Hyderabad, Telangana, India
2Department of CSE, CMR College of Engineering and Technology, Hyderabad, Telangana, India

Chapter 8. Social Media Behavior Prediction Using Sentiment Analysis
Kurakula Arun Kumar1, Sanjana Maankar2, K. Sai Sahithi2, P. Tharun Sai Reddy2 and K Srujan Raju3
1
School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India
2Department of CSE(AI), Sree Vidyanikethan Engineering College, A.P., India
3Department of CSE, CMR Technical Campus, Hyderabad, India

Chapter 9. Ultra-Wide Band Electromagnetic Band Gap (EBG) Antenna with WIMAX, WLAN and Satellite Downlink Communication Band Notching
Pakala Raveendra Babu1 and Rama Krishna Dasari2
1
Research Scholar, ECE, University College of Engineering, Osmania University, Hyderabad & Associate Professor, ECE, CMR College of Engineering & Technology, Hyderabad, India
2Professor of ECE, University College of Engineering, Osmania University, Hyderabad, India

Chapter 10. Hand Gesture Recognition Using a Deep Learning Model
J. Avanija1, Thoutireddy Shilpa2, Chikati Madhava Rao3, Nagendar Yamsani4 and K. Srujan Raju5
1
Professor, School of Computing, Mohan Babu University, Tirupati, Andhra Pradesh, India
2Assistant Professor, B V Raju Institute of Technology, Narsapur, Medak, Telangana, India
3Assistant Professor, Department of CSE, CMR Technical Campus, Hyderabad, Telangana, India
4Assistant Professor, School of Computer Science and Artificial Intelligence, SR University, Warangal, India
5Professor, Department of CSE, CMR Technical Campus, Hyderabad, Telangana, India

Chapter 11. A Study on Blockchain-Cloud Hybrid Model-Based Healthcare Systems
Swatisipra Das and Minati Mishra
Postgraduate Department of Computer Science, Fakir Mohan University, Balasore, Odisha, India

Index

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