Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data

• Κύριοι συγγραφείς: Lerma, L. Octavio (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Kreinovich, Vladik (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Studies in Big Data, 29
• Θέματα: Computational intelligence.; Data mining.; Big data.; Artificial intelligence.; Computational Intelligence.; Data Mining and Knowledge Discovery.; Big Data.; Big Data/Analytics.; Artificial Intelligence.

This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data. Further, it presents easy-to-use analytical models of knowledge-related processes and their applications. The need for such me...

Πίνακας περιεχομένων:

• Introduction
•  Data Acquisition: Towards Optimal Use of Sensors
• Data and Knowledge Processing
•  Knowledge Propagation and Resulting Knowledge Enhancement
• Knowledge Use
• Conclusions.