II.
Specialization JSON
Structured · livespecialization:digital-humanities
Digital Humanities json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:digital-humanities",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-social.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Digital Humanities",
"parentDomainId": "domain:humanities",
"description": "Computational methods applied to humanistic inquiry — text mining, corpus\nlinguistics, network analysis of historical correspondence, and GIS mapping\nof cultural data. Covers distant reading techniques, topic modeling, OCR and\ntranscription pipelines for archival materials, and digital edition publication\n(TEI-XML). Bridges traditional interpretive scholarship with data-science\ntooling to enable large-scale analysis of literary, historical, and cultural\ncorpora.\n"
},
"outgoingEdges": [
{
"from": "specialization:digital-humanities",
"to": "domain:humanities",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:humanities",
"to": "specialization:digital-humanities",
"kind": "contains"
},
{
"from": "skill-area:content-strategy",
"to": "specialization:digital-humanities",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:humanities--archival-research-specialist",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--cultural-heritage-specialist",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--digital-humanities-technologist",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--documentary-linguist",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--ethnographic-methods-advisor",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--grants-publications-advisor",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--historical-narrator",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--literary-critic-theorist",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--oral-historian",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--research-ethics-consultant",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--archival-research-methodology",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--close-reading-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--comparative-literature-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--corpus-linguistics-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--data-visualization-cultural-research",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--digital-archive-development",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--ethnographic-fieldwork-planning",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--ethnographic-interview-methodology",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--grant-proposal-development",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--historical-narrative-construction",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--language-documentation-project",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--literary-theoretical-application",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--network-analysis-humanities",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--oral-history-collection",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--participant-observation-protocol",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--peer-review-evaluation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--phonetic-phonological-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--primary-source-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--research-ethics-review",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--scholarly-article-development",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--sociolinguistic-survey",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--spatial-humanities-mapping",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--text-mining-distant-reading",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--textual-criticism-editing",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:humanities--visual-ethnography-documentation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--archival-finding-aid-interpretation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--citation-scholarly-apparatus",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--critical-theory-application",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--ethnographic-coding-thematics",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--gis-mapping-humanities",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--grant-narrative-writing",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--ipa-transcription-phonological",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--literary-close-reading",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--metadata-standards-implementation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--morphosyntactic-analysis",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--oral-history-interview-technique",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--primary-source-evaluation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--research-ethics-irb-navigation",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--tei-text-encoding",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--topic-modeling-text-mining",
"to": "specialization:digital-humanities",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
]
}