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Personal Knowledge Graphs (PKGs): Methodology, tools and applications by Sanju T

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Located in: Fairfield, Ohio, United States

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eBay item number:364773751100

Item specifics

Condition: Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab

ISBN-13: 9781839537011

Book Title: Personal Knowledge Graphs (PKGs)

ISBN: 9781839537011

Publication Year: 2023

Series: Computing and Networks Ser.

Type: Textbook

Format: Hardcover

Language: English

Publication Name: Personal Knowledge Graphs (Pkgs) : Methodology, Tools and Applications

Author: François Scharffe

Item Length: 9.2in

Publisher: Institution of Engineering & Technology

Item Width: 6.1in

Number of Pages: 350 Pages

About this product

Product Information

Since the development of the semantic web, knowledge graphs (KGs) have been used by search engines, knowledge-engines and question-answering services as well as social networks. A knowledge graph, also known as a semantic network, represents and illustrates a network of real-world entities such as objects, events, situations, or concepts and the relationships between them. This information is usually stored in a graph database and visualized as a graph structure, prompting the term "knowledge graph". Knowledge graphs structure the information of entities, their properties and the relation between them. Personal knowledge graphs (PKG) encode the same information at an individual level and therefore vary widely. PKGs require the processing of each person's individual information and is constructed in an automated fashion. Once a PKG is constructed, it will be integrated in broader purpose KGs. A PKG is a representation of all relevant common-sense knowledge and personal data for a user and can support the development of innovative applications such as a digitalized personalized coach. It empowers stakeholders to make more effective decisions. This book explores in a structured manner the global advanced research around PKGs to support the development of innovative digitalized personalized applications such as personal banking, personalized book-keeping, daily health-related activities monitoring and goal management tracking. The authors present methodologies, tools and applications including innovative topics tailored for PKGs such as named entity recognition and linking, construction approaches, modelling of personalization and context-awareness, evaluation approaches, relation extraction techniques, query answering in user specific knowledge graphs, knowledge representation and reasoning (KRR), visualization tools, integration tools and techniques, and fact summarization. The book provides systematic coverage of this complex topic for researchers, scientists and engineers in both industry and academia working in data science, ICTs, knowledge engineering, semantic web, reasoning, information retrieval, and machine and deep learning with a focus on knowledge graphs. Advanced students with an interest in the field will also find this to be a useful resource.

Product Identifiers

Publisher

Institution of Engineering & Technology

ISBN-10

1839537019

ISBN-13

9781839537011

eBay Product ID (ePID)

10061251030

Product Key Features

Author

François Scharffe

Publication Name

Personal Knowledge Graphs (Pkgs) : Methodology, Tools and Applications

Format

Hardcover

Language

English

Publication Year

2023

Series

Computing and Networks Ser.

Type

Textbook

Number of Pages

350 Pages

Dimensions

Item Length

9.2in

Item Width

6.1in

Additional Product Features

Lc Classification Number

Qa76.76

Table of Content

Part 1: Introduction and Overview Chapter 1: Personal Knowledge Graphs: An Introduction Chapter 2: Applications of Personal Knowledge Graphs Part 2: Knowledge Representation and Reasoning Chapter 3: Knowledge Representation and Reasoning in Personal Knowledge Graphs Chapter 4: From Knowledge to Reasoning, a Cognitive Perspective on Personal Knowledge Graphs Part 3: Data Management and Visualization Chapter 5: Named Entity Resolution in Personal Knowledge Graphs Chapter 6: Relation Extraction Techniques for Personal Knowledge Graphs Chapter 7: Visualization tools for personal knowledge graphs Part 4: Natural Language Processing Chapter 8: Query-answering with text and knowledge graph Chapter 9: Extracting Personal Information from Conversations Chapter 10: Fact Summarization for Personalized Knowledge Graphs Chapter 11: Personalized Recommender systems based on Knowledge Graphs Part 5: Evaluation and Other Applications Chapter 12: Evaluation Approaches of Personal Knowledge Graphs Chapter 13: Automated Personal Health Knowledge Graph Construction Using Internet of Medical Things Chapter 14: Integrating Personal Knowledge Graphs into the Enterprise Chapter 15: Conclusion

2023

Target Audience

College Audience

Topic

Computer Science, Natural Language Processing, General

Dewey Decimal

005.57

Dewey Edition

Genre

Computers, Mathematics

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eBay item number:364773751100

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