Managing Data From Knowledge Bases: Querying and Extraction

• Κύριοι συγγραφείς: Zhang, Wei Emma (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Sheng, Quan Z. (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.
• Θέματα: Data mining.; Information storage and retrieval.; Application software.; Data Mining and Knowledge Discovery.; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).

In this book, the authors first address the research issues by providing a motivating scenario, followed by the exploration of the principles and techniques of the challenging topics. Then they solve the raised research issues by developing a series of methodologies. More specifically, the authors s...

Πίνακας περιεχομένων:

• 1 Introduction
• 2 Cache Based Optimization for Querying Curated Knowledge Bases
• 3 Query Performance Prediction on Knowledge Base
• 4 An Efficient Knowledge Clustering Algorithm
• 5 Knowledge Extraction from Unstructured Data on the Web
• 6 Building Knowledge Bases from Unstructured Data on the Web
• 7 Conclusion.