Granular Knowledge Cube
An Expert Finder System for Knowledge Carriers
1st Edition
Published on 17. June 2019
XIII, 164 pages
978-3-030-22978-8 (ISBN)
Description
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.More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XIII, 164 p.
File size
7,02 MB
ISBN-13
978-3-030-22978-8 (9783030229788)
DOI
10.1007/978-3-030-22978-8
Schweitzer Classification
Other editions
Additional editions
Book
07/2019
Springer
€53.49
Shipment within 7-9 days
Content
Part I: Motivation and Objectives.- Part II: Background.- Part III: Conceptual Framework.- Part IV: Architecture and Inference System.- Part V: Conclusions.
