Defense & Aerospace — Knowledge Taxonomy Development for Literature in Defense & Aerospace

Overview

The purpose of this DAG is to create a comprehensive taxonomy that organizes knowledge within the Defense & Aerospace industry, facilitating efficient search and information extraction. The primary data sources include standardized literature, technical reports, and research publications. The ingestion pipeline begins with data collection, followed by normalization to ensure consistency across various formats. Processing steps involve entity extraction to identify key concepts and classification

The purpose of this DAG is to create a comprehensive taxonomy that organizes knowledge within the Defense & Aerospace industry, facilitating efficient search and information extraction. The primary data sources include standardized literature, technical reports, and research publications. The ingestion pipeline begins with data collection, followed by normalization to ensure consistency across various formats. Processing steps involve entity extraction to identify key concepts and classification to categorize documents into relevant themes. Quality controls are implemented to validate the accuracy of the extracted entities and the classification process. The outputs of this DAG include a structured taxonomy, an updated knowledge graph, and performance metrics that assess the taxonomy's effectiveness. Monitoring key performance indicators (KPIs) such as user engagement, search efficiency, and retrieval accuracy provides insights into the taxonomy's impact on knowledge management. The business value lies in improved information retrieval, enhanced decision-making capabilities, and streamlined access to critical knowledge resources, ultimately supporting strategic initiatives within the Defense & Aerospace sector.

Part of the Knowledge Portal & Ontologies solution for the Defense & Aerospace industry.

Use cases

• Improved decision-making through structured knowledge access
• Enhanced collaboration among teams via organized information
• Increased efficiency in research and development processes
• Streamlined compliance with industry standards and regulations
• Greater agility in responding to emerging defense challenges