MDATA: A New Knowledge Representation Model - Yan Jia, Zhaoquan Gu & Aiping Li

MDATA: A New Knowledge Representation Model

By Yan Jia, Zhaoquan Gu & Aiping Li

  • Release Date: 2021-03-06
  • Genre: Databases

Knowledge representation is an important task in understanding how humans think and learn. Although many representation models or cognitive models have been proposed, such as expert systems or knowledge graphs, they cannot represent procedural knowledge, i.e., dynamic knowledge, in an efficient way.
This book introduces a new knowledge representation model called MDATA (Multi-dimensional Data Association and inTelligent Analysis). By modifying the representation of entities and relations in knowledge graphs, dynamic knowledge can be efficiently described with temporal and spatial characteristics. The MDATA model can be regarded as a high-level temporal and spatial knowledge graph model, which has strong capabilities for knowledge representation. This book introduces some key technologies in the MDATA model, such as entity recognition, relation extraction, entity alignment, and knowledge reasoning with spatiotemporal factors. The MDATA model can be applied in many critical applications and this book introduces some typical examples, such as network attack detection, social network analysis, and epidemic assessment.

The MDATA model should be of interest to readers from many research fields such as database, cyberspace security, and social network, as the need for the knowledge representation arises naturally in many practical scenarios.

Comments:

12 Comments
Taylor Mackenzie
Amazing! I love this site
Aston Ayers
Only Signup is easy and free, finally I can read this book MDATA: A New Knowledge Representation Model with good quality. Thank you!
Ashley Ann
Been waiting to download this book for months. and finally came out too
Cheryl Lynn
This book MDATA: A New Knowledge Representation Model is very nice, with quick read and download
Erin Cochran Cole
Great selection and quality is better than many Book Store, no kidding.
Kyle Magner
yes, i am also through this to download books
Eric Mn
Yes this really works! Just got my free account
Terry Barnes
One of the best book I've seen this year!
Pastor Shahuano
Excited, Happy Reading guys !!!
Laura Velez Garcia
Thanks, I'm so glad to be reading this book
Wouter van der Giessen
Laura Velez Garcia yes same me too
Janet McCann
Sign up was really easy. Less than 1 minute I was hooked up