II.
LibrarySkill overview
Reference · livelib-skill:humanities--topic-modeling-text-mining
topic-modeling-text-mining overview
Apply LDA, NMF, and other computational methods to discover patterns in large text corpora with appropriate parameter tuning
Attributes
displayName
topic-modeling-text-mining
description
Apply LDA, NMF, and other computational methods to discover patterns in large text corpora with appropriate parameter tuning
libraryPath
library/specializations/domains/social-sciences-humanities/humanities/skills/topic-modeling-text-mining/SKILL.md
specialization
humanities
contentSummary
# Topic Modeling and Text Mining
Apply LDA, NMF, and other computational methods to discover patterns in large text corpora with appropriate parameter tuning.
## Overview
This skill enables computational analysis of large text collections. It encompasses topic modeling, text mining techniqu
Outgoing edges
lib_applies_to_domain1
- domain:humanities·DomainHumanities
lib_belongs_to_specialization2
- specialization:digital-humanities·SpecializationDigital Humanities
- specialization:humanities·SpecializationHumanities
lib_implements_workflow1
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:data-scientist·RoleData Scientist
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:natural-language-processing·SkillAreaNatural Language Processing
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
- skill-area:data-analysis·SkillAreaData Analysis
Incoming edges
None.