| name | KSB-D15-K0012 |
| description | Natural Language Processing Applications: Knowledge of text mining technologies that extract structured information from unstructured sources,... |
| version | 1.0.0 |
| domain | D15 |
| domain_name | Sources of Information |
| type | Knowledge |
| proficiency_level | L1 |
| bloom_level | remember |
| triggers | ["explain natural language processing applications","what is natural language processing applications","define natural language processing applications"] |
| epa_mapping | EPA-02, EPA-04 |
| cpa_mapping | CPA-05, CPA-07 |
| regulatory_refs | ICH-E2D Sec 3.2, MULTI-LIT-001 |
KSB-D15-K0012: Natural Language Processing Applications
Overview
Domain: D15 - Sources of Information
Type: Knowledge
Proficiency Level: L1 (Novice - Direct supervision required)
Bloom Level: Remember
Description
Knowledge of text mining technologies that extract structured information from unstructured sources, including named entity recognition, sentiment analysis, and automated summarization systems that enable analysis of large text corpora for safety insights.
Context
- Major Section: Core Knowledge
- Section: AI-Enhanced Information Discovery and Analysis
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
CPA Pathway
Regulatory References
- ICH-E2D Sec 3.2
- MULTI-LIT-001
Instructions
When this skill is activated, Claude should:
- Demonstrate L1 proficiency in natural language processing applications
- Apply remember level cognitive skills to define the topic
- Reference relevant regulatory guidance (ICH-E2D Sec 3.2, MULTI-LIT-001)
- Connect to related EPAs: EPA-02, EPA-04
Key Competencies
- Knowledge of text mining technologies that extract structured information from unstructured sources, including named entity recognition, sentiment analysis, and automated summarization systems that enable analysis of large text corpora for safety insights.
Assessment Criteria
- Can define core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D15 skills in AI-Enhanced Information Discovery and Analysis
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31
