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Книга MDATA: A New Knowledge Representation Model Aiping Li

MDATA: A New Knowledge Representation Model

Автор: Aiping Li, Zhaoquan Gu
Език: Английски език
Корици: С меки корици
Издател: Springer Nature Switzerland AG
Наличност: Външен склад
Изпращаме след 5-8 дни
79.16 € 154.83 лв
Knowledge representation is an important task in understanding how humans think and learn. Although...

Информация за книгата

Автор
Aiping Li, Zhaoquan Gu
Език
Английски език
Корици
Книга - С меки корици
Издадена
2021
страници
255
EAN
9783030715892
ISBN
3030715892
Enbook ID
35418543
Издател
Springer Nature Switzerland AG
Теглоt
454
Размери
155 x 235 x 15

Пълно описание

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.

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