Recent combinations of semantic technology and artificial intelligence (AI) present new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning.Securing efficient results via the combination of symbolic AI and statistical AI such as entity extraction based on machine learning, text mining methods, semantic knowledge graphs, and related reasoning power, this book is the first of its kind to explore semantic AI and knowledge graphs. A range of topics are covered, from neuro-symbolic AI, explainable AI and deep learning to knowledge discovery and mining, and knowledge representation and reasoning.A trailblazing exploration of semantic AI in knowledge graphs, this book is a significant contribution to both researchers in the field of AI and data mining as well as beginner academicians.
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Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning.
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1 Leveraging Semantic Knowledge Graphs in Educational Recommenders to Address the Cold-Start ProblemSahan Bulathwela, Maria Perez-Ortiz, Emine Yilmaz, and John Shawe-Taylor2 Modeling Event-Centric Knowledge Graph for Crime Analysis on Online NewsFederica Rollo and Laura Po3 Semantic Natural Language Processing for Knowledge Graphs CreationCameron De Sa, Edlira Vakaj, Hossein Ghomeshi, and Ryan McGranaghan4 MSE**: Multi-Modal Semantic Embeddings for Datasets with Several Positive MatchingsJeremie Huteau, Adrian Basarab, and Florence Dupin de Saint-Cyr5 Text-Based Emergency Alert Framework for Under-Resourced Languages in Southern NigeriaPatience U. Usip, Funebi F. Ijebu, Ifiok J. Udo, and Ikechukwu K. Ollawa6 Knowledge Graphs in HealthcareSanna Aizad and Dr. Bilal Arshad7 Explainable Machine Learning-Based Knowledge Graph for Modeling Location-Based Recreational Services from Users ProfileDaniel Ekpenyong Asuquo, Patience Usoro Usip, and Kingsley Friday Attai8 Building Knowledge Graph from Relational DatabaseBilal Ben Mahria, Ilham Chaker, and Azeddine Zahi
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Produktdetaljer
ISBN
9781032321851
Publisert
2023-08-21
Utgiver
Vendor
CRC Press
Vekt
840 gr
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
198