Information Extraction
(การสกัดข้อมูล)
Definition
Information Extraction (การสกัดข้อมูล) Hard Skill
The process of automatically retrieving specific pieces of structured information from unstructured or semi-structured data sources.
Expertise Level
Level 1
Basic
1. Understands fundamental concepts of information extraction.
2. Can identify key data within simple text sources.
3. Uses basic tools or methods for manual data retrieval.
Level 2
Intermediate
1. Applies automated techniques to extract data from semi-structured sources.
2. Can preprocess and clean data to improve extraction accuracy.
3. Utilizes standard extraction frameworks or software effectively.
Level 3
Advanced
1. Designs and develops sophisticated algorithms for information extraction.
2. Integrates extraction processes with large-scale data systems.
3. Optimizes extraction accuracy and efficiency across diverse data types.
