1.

Record Nr.

UNINA9910337806403321

Autore

Denzler Alexander

Titolo

Granular Knowledge Cube [[electronic resource] ] : An Expert Finder System for Knowledge Carriers / / by Alexander Denzler

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019

ISBN

3-030-22978-5

Edizione

[1st ed. 2019.]

Descrizione fisica

1 online resource (166 pages)

Collana

Fuzzy Management Methods, , 2196-4130

Disciplina

006.3

Soggetti

Management information systems

Data mining

Knowledge management

Data structures (Computer science)

Artificial intelligence

Computational linguistics

Business Information Systems

Data Mining and Knowledge Discovery

Knowledge Management

Data Storage Representation

Artificial Intelligence

Computational Linguistics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

Part I: Motivation and Objectives -- Part II: Background -- Part III: Conceptual Framework -- Part IV: Architecture and Inference System -- Part V: Conclusions.

Sommario/riassunto

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. .