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Granular Knowledge Cube

An Expert Finder System for Knowledge Carriers

  • Alexander Denzler
Book

Part of the Fuzzy Management Methods book series (FMM)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Motivation and Objectives

    1. Front Matter
      Pages 1-1
    2. Alexander Denzler
      Pages 3-7
  3. Background

    1. Front Matter
      Pages 9-9
    2. Alexander Denzler
      Pages 11-20
    3. Alexander Denzler
      Pages 21-35
    4. Alexander Denzler
      Pages 37-48
  4. Conceptual Framework

    1. Front Matter
      Pages 49-49
    2. Alexander Denzler
      Pages 51-68
    3. Alexander Denzler
      Pages 69-76
  5. Architecture and Inference System

    1. Front Matter
      Pages 105-105
    2. Alexander Denzler
      Pages 107-145
  6. Conclusions

    1. Front Matter
      Pages 147-147
    2. Alexander Denzler
      Pages 149-155
  7. Back Matter
    Pages 157-164

About this book

Introduction

This book introduces a novel type of expert finder system that can determine the knowledge that specific users within a community hold, using explicit and implicit data sources to do so. Further, it details how this is accomplished by combining granular computing, natural language processing and a set of metrics that it introduces to measure and compare candidates’ suitability. The book describes profiling techniques that can be used to assess knowledge requirements on the basis of a given problem statement or question, so as to ensure that only the most suitable candidates are recommended.
The book brings together findings from natural language processing, artificial intelligence and big data, which it subsequently applies to the context of expert finder systems. Accordingly, it will appeal to researchers, developers and innovators alike. 

Keywords

Granular computing Knowledge representation Concept mining Knowledge visualization Knowledge profiling and modeling Knowledge analytics Machine learning NLP Neuro linguistig programming Big data analytics

Authors and affiliations

  • Alexander Denzler
    • 1
  1. 1.Department of InformaticsUniversity of FribourgFribourgSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-22978-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Business and Management
  • Print ISBN 978-3-030-22977-1
  • Online ISBN 978-3-030-22978-8
  • Series Print ISSN 2196-4130
  • Series Online ISSN 2196-4149
  • Buy this book on publisher's site