Knowledge Graph Construction and Knowledge Integration – Bücher zum Thema Knowledge Graph Construction and Knowledge Integration finden und kaufen

Changmeng Zheng, Qing Li
Springer International Publishing
160.49 € · Hardcover

Multimodal Knowledge Extraction Cross-Modal Graph Alignment Hierarchical Representation Learning Knowledge Graph Reasoning Bias Mitigation in AI Multimodal Dataset Construction Interpretable Neural Networks Multi-Agent Debate Systems Ethical AI Deployment Foundation Model Integration Social Media Analytics Human-in-the-Loop AI

This book focuses on advancing the integration of multimodal data (text, images, and structured knowledge) to enable precise knowledge extraction and human-like reasoning. The book’s primary objective is to address critical challenges such as modality gaps, semantic misalignment, dataset biases, a...

Knowledge Graphs

Springer Singapore
87.73 € · Paperback

Knowledge Graphs Knowledge Graphs and Large Language Models Knowledge Representation and Reasoning Knowledge Graph Enhanced Large Language Models Knowledge Graph Construction and Knowledge Integration Graph Database and Knowledge Management Machine Learning on Graphs Knowledge Retrieval and Information Retrieval Knowledge Graph and Large Language Model Applications Knowledge Graph Open Resources

This book constitutes the refereed proceedings of the 14th International Joint Conference on Knowledge Graphs, IJCKG 2025, held in Heraklion, Crete, Greece, during October 15–17, 2025. The 28 full papers and 11 short papers included in this book were carefully reviewed and selected from 74 submiss...

Knowledge Graphs

Springer Singapore
85.59 € · eBook

Knowledge Graphs Knowledge Graphs and Large Language Models Knowledge Representation and Reasoning Knowledge Graph Enhanced Large Language Models Knowledge Graph Construction and Knowledge Integration Graph Database and Knowledge Management Machine Learning on Graphs Knowledge Retrieval and Information Retrieval Knowledge Graph and Large Language Model Applications Knowledge Graph Open Resources

This book constitutes the refereed proceedings of the 14th International Joint Conference on Knowledge Graphs, IJCKG 2025, held in Heraklion, Crete, Greece, during October 15–17, 2025. The 28 full papers and 11 short papers included in this book were carefully reviewed and selected from 74 submiss...

Multimodal Knowledge Systems

Changmeng Zheng, Qing Li
Springer International Publishing
160.49 € · eBook

Multimodal Knowledge Extraction Cross-Modal Graph Alignment Hierarchical Representation Learning Knowledge Graph Reasoning Bias Mitigation in AI Multimodal Dataset Construction Interpretable Neural Networks Multi-Agent Debate Systems Ethical AI Deployment Foundation Model Integration Social Media Analytics Human-in-the-Loop AI

This book focuses on advancing the integration of multimodal data (text, images, and structured knowledge) to enable precise knowledge extraction and human-like reasoning. The book’s primary objective is to address critical challenges such as modality gaps, semantic misalignment, dataset biases, a...

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