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Könyv MDATA: A New Knowledge Representation Model Aiping Li

MDATA: A New Knowledge Representation Model

Szerző: Aiping Li, Zhaoquan Gu
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer Nature Switzerland AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
28 903 Ft
Knowledge representation is an important task in understanding how humans think and learn. Although...

Információk a könyvről

Szerző
Aiping Li, Zhaoquan Gu
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2021
oldal
255
EAN
9783030715892
ISBN
3030715892
Enbook ID
35418543
Kiadó
Springer Nature Switzerland AG
Súly
454
Méretek
155 x 235 x 15

Teljes leírás

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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