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Knowledge Computing and Its Applications

Knowledge Manipulation and Processing Techniques: Volume 1

  • Book
  • © 2018

Overview

Editors:
  1. S. Margret Anouncia

    1. Computer Science and Engineering, VIT University, Vellore, India

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  2. Uffe Kock Wiil

    1. The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark

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    You can also search for this editor in PubMed   Google Scholar

  • Serves as a single source of reference for knowledge computing and its applications

  • Helps beginners understand and identify several new approaches to knowledge computing and its applications

  • Presents the state-of-art in applications of knowledge in information management across multiple domains

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Table of contents (14 chapters)

  1. Front Matter

    Pages i-xxi
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  2. Knowledge Manipulation Techniques for Internet Technologies

    1. Front Matter

      Pages 1-1
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    2. Implementation of Connected Dominating Set in Fog Computing Using Knowledge-Upgraded IoT Devices

      • V. Ceronmani Sharmila, A. George
      Pages 3-24

    3. Developing Security Intelligence in Big Data

      • Hardik A. Gohel, Himanshu Upadhyay
      Pages 25-50

    4. Methods to Investigate Concept Drift in Big Data Streams

      • Nidhi, Veenu Mangat, Vishal Gupta, Renu Vig
      Pages 51-74

    5. Semantic Interpretation of Tweets: A Contextual Knowledge-Based Approach for Tweet Analysis

      • Nazura Javed, Muralidhara B. L.
      Pages 75-98

    6. Workload Assessment for a Sustainable Manufacturing Paradigm Using Social Network Analysis Method

      • V. K. Manupati, M. Anthony Xavior, Akshay Chandra, Muneeb Ahsan
      Pages 99-108

  3. Knowledge Computing for Large Organizations

    1. Front Matter

      Pages 109-109
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    2. Virtual Data Warehouse Model Employing Crypto–Math Modus Operandi and Intelligent Sensor Algorithm for Cosseted Transference and Output Augmentation

      • Rajdeep Chowdhury, Olive Roy, Soupayan Datta, Saswata Dasgupta
      Pages 111-129

    3. Framework for Geospatial Query Processing by Integrating Cassandra with Hadoop

      • S. Vasavi, M. Padma Priya, Anu A. Gokhale
      Pages 131-160

    4. Knowledge Computational Intelligence in Network Intrusion Detection Systems

      • Neeraj Kumar, Upendra Kumar
      Pages 161-176

    5. Efficacy of Knowledge Mining and Machine Learning Techniques in Healthcare Industry

      • H. Shaila Koppad, S. Anupama Kumar
      Pages 177-190

    6. Cryptanalysis of Protocol for Enhanced Threshold Proxy Signature Scheme Based on Elliptic Curve Cryptography for Known Signers

      • Raman Kumar
      Pages 191-211

    7. Partial Fractional Derivative (PFD) based Texture Analysis Model for Medical Image Segmentation

      • S. Hemalatha, S. Margret Anouncia
      Pages 213-225

    8. Breast Cancer Classification Using Deep Neural Networks

      • S. Karthik, R. Srinivasa Perumal, P. V. S. S. R. Chandra Mouli
      Pages 227-241

  4. Knowledge Computing and Competency Development

    1. Front Matter

      Pages 243-243
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    2. Sense Disambiguation of English Simple Prepositions in the Context of English–Hindi Machine Translation System

      • D. Jyothi Ratnam, M. Anand Kumar, B. Premjith, K. P. Soman, S. Rajendran
      Pages 245-268

    3. User Interface Design Recommendations Through Multi-Criteria Decision Analysis

      • Subbiah Vairamuthu, Amalanathan Anthoniraj, S. Margret Anouncia, Uffe Kock Wiil
      Pages 269-293
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Keywords

About this book

This book provides a major forum for the technical advancement of knowledge management and its applications across diversified domains. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, data mining, recommender systems, image processing, pattern recognition and predictions using machine learning techniques is the major strength of this book.  

Effective knowledge management has become a key to the success of business organizations, and can offer a substantial competitive edge.  

So as to be accessible to all scholars, this book combines the core ideas of knowledge management and its applications in numerous domains, illustrated in case studies. The techniques and concepts proposed here can be extended in future to accommodate changing business organizations’ needs as well as practitioners’ innovative ideas.

Editors and Affiliations

  • Computer Science and Engineering, VIT University, Vellore, India

    S. Margret Anouncia

  • The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark

    Uffe Kock Wiil

About the editors

Margret Anouncia S is a Professor at Vellore Institute of Technology (VIT) University in India. She received her bachelor’s degree in Computer Science and Engineering from Bharathidasan University (1993), Tiruchirappalli, India and a master’s in Software Engineering from Anna University (2000), Chennai, India. She was awarded a Doctorate in Computer Science and Engineering at VIT University (2008). Her areas of interest include digital image processing, software engineering and knowledge engineering.

Uffe Kock Wiil received M.Sc. (1990) and Ph.D. (1993) degrees from Aalborg University, Aalborg, Denmark. He has been a Professor of Software Engineering at the University of Southern Denmark, Denmark since 2004. His primary research interests are health informatics (clinical decision support systems; patient empowerment) and security informatics (analysis and visualization of crime-related data).

Bibliographic Information

  • Book Title: Knowledge Computing and Its Applications

  • Book Subtitle: Knowledge Manipulation and Processing Techniques: Volume 1

  • Editors: S. Margret Anouncia, Uffe Kock Wiil

  • DOI: https://doi.org/10.1007/978-981-10-6680-1

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2018

  • Hardcover ISBN: 978-981-10-6679-5Published: 20 March 2018

  • Softcover ISBN: 978-981-13-3890-8Published: 19 January 2019

  • eBook ISBN: 978-981-10-6680-1Published: 15 February 2018

  • Edition Number: 1

  • Number of Pages: XXI, 293

  • Number of Illustrations: 43 b/w illustrations, 64 illustrations in colour

  • Topics: Information Systems Applications (incl. Internet), Computational Intelligence, Artificial Intelligence

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