Resources
Concept Map
An interactive network of the ideas behind the workshop, extracted from reading notes on its bibliography.
- concepts
- 145
- seeds
- 86
- expanded
- 59
- relationships
- 1219
- thematic groups
- 4
Use the arrow keys to move between concepts. Press Enter or Space to show a concept's details.
Browse all 145 concepts and connections as text
This directory also works without the interactive graph. Expand a concept to read its connections.
Africa (17 connections)
Extended
Connected to: African archives; African Diaspora Studies; African Digital Humanities; African history; African languages; African Studies; Algorithmic Colonialism; Colonialism; Data Colonialism; Decolonisation; Digital colonialism; Epistemic violence; Global South; Islam in West Africa; Knowledge production; Neocolonialism; Pan-Africanism.
Find “Africa” in the bibliographyAfrican archives (20 connections)
The Archive · Seed concept
Connected to: Africa; African Digital Humanities; African history; African languages; Colonial archives; Data scarcity; Data silence; Data Sovereignty; Digital colonialism; Digital imperialism; Digital Repatriation; Digital Turn; Digitisation; Global North; Global South; Historical Research; History; Large Language Models; Oral History; Primary sources.
Find “African archives” in the bibliographyAfrican Diaspora Studies (3 connections)
Extended
Connected to: Africa; Black Digital Humanities; Technology of recovery.
Find “African Diaspora Studies” in the bibliographyAfrican Digital Humanities (33 connections)
Extended · Seed concept
Connected to: Africa; African archives; African history; African languages; African Studies; Algorithmic bias; Algorithmic Colonialism; Archives; Black Digital Humanities; Colonialism; Computational History; Controlled Vocabulary; Data scarcity; Data silence; Data Sovereignty; Dataset; Decolonisation; Digital colonialism; Digital divide; Digital history; Digital humanities; Digital imperialism; Digital infrastructure; Digitisation; Fine-tuning; Global North; Global South; History; Large Language Models; Low-resource languages; Natural Language Processing; Technology of recovery; Zero-shot Learning.
Find “African Digital Humanities” in the bibliographyAfrican history (22 connections)
Extended
Connected to: Africa; African archives; African Digital Humanities; African languages; African Studies; Ajami; Colonial archives; Colonialism; Computational History; Decolonisation; Digital history; Digital humanities; Global South; Historiography; History; Islam in West Africa; Large Language Models; Oral History; Pan-Africanism; Primary sources; Source criticism; Technology of recovery.
Find “African history” in the bibliographyAfrican languages (22 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Africa; African archives; African Digital Humanities; African history; African Studies; Ajami; Algorithmic bias; Artificial intelligence; Common Crawl; Crowdsourcing; Data Flaring; Data scarcity; Data Sovereignty; Digital divide; Digital humanities; Fine-tuning; Low-resource languages; Metadata; Natural Language Processing; Training data; Web scraping; Zero-shot Learning.
Find “African languages” in the bibliographyAfrican Studies (52 connections)
Extended
Connected to: Africa; African Digital Humanities; African history; African languages; AI Literacy; Ajami; Algorithmic Colonialism; Archives; Artificial intelligence; Colonial archives; Colonialism; Common Crawl; Conceptual Disruption; Crowdsourcing; Data Feminism; Data Governance; Data silence; Datafication; Decolonisation; Digital colonialism; Digital humanities; Digital Preservation; Digital Repatriation; Digital Sovereignty; Digitisation; Discourse analysis; Epistemic violence; Global North; Global South; High-Tech Orientalism; Human-in-the-loop; Islam in West Africa; Knowledge production; Large Language Models; Linked Open Data; Low-resource languages; Machine learning; Multimodal AI; Named Entity Recognition; Natural Language Processing; Newspapers; Ontology; Open Access; Open Science; Oral History; Orientalism; Primary sources; Sentiment Analysis; Technological determinism; Technology of recovery; Text Mining; Training data.
Find “African Studies” in the bibliographyAgentic AI (14 connections)
Extended
Connected to: Archives; Artificial intelligence; Digital history; Hallucination; Historical Research; Historiography; History; Human-in-the-loop; Large Language Models; N-gram; Primary sources; Prompt engineering; TF-IDF; Vibe Coding.
Find “Agentic AI” in the bibliographyAI Alignment (8 connections)
Extended
Connected to: AI Governance; AI Sovereignty; Algorithmic bias; Digital colonialism; Ethics of Care; Global North; Human-in-the-loop; Ubuntu.
Find “AI Alignment” in the bibliographyAI Governance (20 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: AI Alignment; AI Literacy; AI Sovereignty; Algorithmic bias; Artificial intelligence; CARE Principles; Data Feminism; Data Governance; Data protection; Data Sovereignty; Deepfakes; Digital colonialism; Digital infrastructure; Digital Sovereignty; Global South; Paradata; Social Media; Surveillance Capitalism; Techno-optimism; Technological determinism.
Find “AI Governance” in the bibliographyAI Literacy (21 connections)
Cross-cutting · Seed concept
Connected to: African Studies; AI Governance; Algorithmic bias; Artificial intelligence; Data Governance; Digital divide; Digital humanities; Digital literacy; Epistemic Anachronism; Global North; Global South; Hallucination; Higher Education; Historical Research; Knowledge production; Large Language Models; Pedagogy; Prompt engineering; Source criticism; Training data; Vibe Coding.
Find “AI Literacy” in the bibliographyAI Sovereignty (12 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: AI Alignment; AI Governance; Algorithmic Colonialism; Data Colonialism; Data Sovereignty; Digital colonialism; Digital infrastructure; Digital Sovereignty; Global North; Global South; Surveillance Capitalism; Ubuntu.
Find “AI Sovereignty” in the bibliographyAjami (19 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African history; African languages; African Studies; Character Error Rate; Colonial archives; Data scarcity; Digital humanities; Digital Preservation; Digitisation; Handwritten Text Recognition; Islam in West Africa; Low-resource languages; Metadata; Natural Language Processing; Open Access; Optical Character Recognition; Oral History; Paleography; Pedagogy.
Find “Ajami” in the bibliographyAlgorithmic bias (45 connections)
Cross-cutting · Seed concept
Connected to: African Digital Humanities; African languages; AI Alignment; AI Governance; AI Literacy; Algorithmic Colonialism; Algorithms; Artificial intelligence; Black Digital Humanities; Co-Intelligence; Common Crawl; Data Feminism; Data scarcity; Data silence; Datafication; Digital colonialism; Digital literacy; Discourse analysis; Epistemic Injustice; Epistemic violence; Fake News; Fine-tuning; Global North; Global South; Hallucination; High-Tech Orientalism; Human-in-the-loop; Humanities; Knowledge production; Large Language Models; Low-resource languages; Machine learning; Named Entity Recognition; Natural Language Processing; Newspapers; Ontology; Orientalism; Paradata; Retrieval Augmented Generation; Sentiment Analysis; Social Media; Surveillance Capitalism; Training data; Web scraping; Zero-shot Learning.
Find “Algorithmic bias” in the bibliographyAlgorithmic Colonialism (24 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; African Digital Humanities; African Studies; AI Sovereignty; Algorithmic bias; Algorithms; Artificial intelligence; Black Digital Humanities; Colonialism; Common Crawl; Data Colonialism; Data extractivism; Data Flaring; Data Sovereignty; Digital colonialism; Digital imperialism; Digital Sovereignty; Fine-tuning; Global North; Global South; High-Tech Orientalism; Large Language Models; Neocolonialism; Surveillance Capitalism.
Find “Algorithmic Colonialism” in the bibliographyAlgorithms (5 connections)
Extended
Connected to: Algorithmic bias; Algorithmic Colonialism; Colonialism; Data Colonialism; Global North.
Find “Algorithms” in the bibliographyArchives (22 connections)
The Archive · Seed concept
Connected to: African Digital Humanities; African Studies; Agentic AI; Colonial archives; Data silence; Data Sovereignty; Digital history; Digital humanities; Digital Turn; Digitisation; Handwritten Text Recognition; Historical Research; Historiography; History; Knowledge production; Linked Open Data; Machine-readable; Metadata; Newspapers; Oral History; Primary sources; Source criticism.
Find “Archives” in the bibliographyArtificial intelligence (43 connections)
Extended
Connected to: African languages; African Studies; Agentic AI; AI Governance; AI Literacy; Algorithmic bias; Algorithmic Colonialism; Benchmarks; Conceptual Disruption; Data extractivism; Data Feminism; Data Flaring; Data Governance; Data scarcity; Data silence; Decolonisation; Deepfakes; Digital colonialism; Digital history; Digital humanities; Digital literacy; FAIR Principles; Hallucination; Historical Simulation; Historiography; Human-in-the-loop; Humanities; Knowledge production; Large Language Models; Machine learning; Multimodal AI; Named Entity Recognition; Natural Language Processing; Neocolonialism; Prompt engineering; Sentiment Analysis; Small Language Models; Social Media; Surveillance Capitalism; Techno-optimism; Technological determinism; Technology of recovery; Training data.
Find “Artificial intelligence” in the bibliographyBenchmarks (6 connections)
Extended
Connected to: Artificial intelligence; Ground Truth; Hallucination; Historiography; Large Language Models; Zero-shot Learning.
Find “Benchmarks” in the bibliographyBERT (9 connections)
Extended
Connected to: Computational History; Digital history; Fine-tuning; Large Language Models; Machine learning; Sentiment Analysis; Small Language Models; TF-IDF; Transformer Architecture.
Find “BERT” in the bibliographyBitter Lesson (4 connections)
Extended
Connected to: Digital humanities; Handwritten Text Recognition; Large Language Models; Machine learning.
Find “Bitter Lesson” in the bibliographyBlack Digital Humanities (20 connections)
Extended · Seed concept
Connected to: African Diaspora Studies; African Digital Humanities; Algorithmic bias; Algorithmic Colonialism; Colonial archives; Data extractivism; Data Feminism; Data silence; Decolonisation; Digital colonialism; Digital humanities; Digital imperialism; Epistemic violence; Global North; Global South; Knowledge production; Large Language Models; Natural Language Processing; Technology of recovery; Text Mining.
Find “Black Digital Humanities” in the bibliographyCARE Principles (14 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: AI Governance; Colonial archives; Data Colonialism; Data Governance; Data Sovereignty; Datafication; Decolonisation; Digital humanities; FAIR Principles; Global South; Metadata; Open Science; Oral History; Paradata.
Find “CARE Principles” in the bibliographyCharacter Error Rate (6 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Ajami; Handwritten Text Recognition; Large Language Models; Optical Character Recognition; Transkribus; Word Error Rate.
Find “Character Error Rate” in the bibliographyCo-Intelligence (2 connections)
Extended
Connected to: Algorithmic bias; Large Language Models.
Find “Co-Intelligence” in the bibliographyColonial archives (29 connections)
The Archive · Seed concept
Connected to: African archives; African history; African Studies; Ajami; Archives; Black Digital Humanities; CARE Principles; Colonialism; Data extractivism; Data Governance; Data scarcity; Data silence; Data Sovereignty; Digital imperialism; Digital Preservation; Digital Repatriation; Digitisation; Epistemic violence; Ethics of Care; Historical Research; History; Knowledge production; Metadata; Neocolonialism; Newspapers; Oral History; Orientalism; Primary sources; Technology of recovery.
Find “Colonial archives” in the bibliographyColonialism (17 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; African Digital Humanities; African history; African Studies; Algorithmic Colonialism; Algorithms; Colonial archives; Data Colonialism; Decolonisation; Digital imperialism; Epistemic violence; Global North; Global South; Islam in West Africa; Knowledge production; Neocolonialism; Pan-Africanism.
Find “Colonialism” in the bibliographyCommon Crawl (16 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African languages; African Studies; Algorithmic bias; Algorithmic Colonialism; Data extractivism; Data Flaring; Data scarcity; Data silence; Data Sovereignty; Digital humanities; Digital Preservation; Global North; Large Language Models; Low-resource languages; Stochastic Parrots; Training data.
Find “Common Crawl” in the bibliographyComputational History (21 connections)
Extended
Connected to: African Digital Humanities; African history; BERT; Data visualisation; Digital history; Digital humanities; Distant Reading; Hallucination; Historical Research; History; Large Language Models; Longue Durée; Machine learning; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Sentiment Analysis; Small Language Models; Text Mining; Topic Modelling; Zero-shot Learning.
Find “Computational History” in the bibliographyConceptual Disruption (9 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; Artificial intelligence; Digital humanities; Digital Turn; Epistemic violence; Historiography; Humanities; Knowledge production; Technological determinism.
Find “Conceptual Disruption” in the bibliographyControlled Vocabulary (7 connections)
The Archive · Seed concept
Connected to: African Digital Humanities; Dublin Core; FAIR Principles; Linked Open Data; Ontology; Retrieval Augmented Generation; Semantic Web.
Find “Controlled Vocabulary” in the bibliographyCrowdsourcing (13 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African languages; African Studies; Data extractivism; Data Sovereignty; Digital humanities; Digital literacy; Human-in-the-loop; Low-resource languages; Natural Language Processing; Open Science; Technology of recovery; Training data; Web scraping.
Find “Crowdsourcing” in the bibliographyData cleaning (2 connections)
Extended
Connected to: FAIR Principles; Post-OCR Correction.
Find “Data cleaning” in the bibliographyData Colonialism (18 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; AI Sovereignty; Algorithmic Colonialism; Algorithms; CARE Principles; Colonialism; Data extractivism; Data Flaring; Data Governance; Data Sovereignty; Datafication; Digital colonialism; Digital imperialism; Global North; Global South; Knowledge production; Neocolonialism; Surveillance Capitalism.
Find “Data Colonialism” in the bibliographyData extractivism (28 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: Algorithmic Colonialism; Artificial intelligence; Black Digital Humanities; Colonial archives; Common Crawl; Crowdsourcing; Data Colonialism; Data Feminism; Data Flaring; Data Governance; Data protection; Data Sovereignty; Datafication; Decolonisation; Digital colonialism; Digital imperialism; Digital Sovereignty; FAIR Principles; Global North; Global South; Knowledge production; Large Language Models; Neocolonialism; Open Access; Open Science; Social Media; Surveillance Capitalism; Training data.
Find “Data extractivism” in the bibliographyData Feminism (13 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; AI Governance; Algorithmic bias; Artificial intelligence; Black Digital Humanities; Data extractivism; Data silence; Datafication; Digital humanities; Epistemic Injustice; Epistemic violence; Knowledge production; Techno-optimism.
Find “Data Feminism” in the bibliographyData Flaring (15 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African languages; Algorithmic Colonialism; Artificial intelligence; Common Crawl; Data Colonialism; Data extractivism; Data scarcity; Data Sovereignty; Digital divide; Digital humanities; Global North; Low-resource languages; Natural Language Processing; Oral History; Training data.
Find “Data Flaring” in the bibliographyData Governance (20 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Studies; AI Governance; AI Literacy; Artificial intelligence; CARE Principles; Colonial archives; Data Colonialism; Data extractivism; Data protection; Data Sovereignty; Datafication; Digital humanities; Digital infrastructure; Digital Sovereignty; FAIR Principles; Linked Open Data; Open Access; Open Science; Paradata; Ubuntu.
Find “Data Governance” in the bibliographyData protection (10 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: AI Governance; Data extractivism; Data Governance; Data Sovereignty; Digital colonialism; Digital infrastructure; Digital Sovereignty; Digitisation; Open Science; Surveillance Capitalism.
Find “Data protection” in the bibliographyData scarcity (18 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African archives; African Digital Humanities; African languages; Ajami; Algorithmic bias; Artificial intelligence; Colonial archives; Common Crawl; Data Flaring; Data silence; Digital divide; Digital humanities; Digitisation; Low-resource languages; Machine learning; Natural Language Processing; Newspapers; Training data.
Find “Data scarcity” in the bibliographyData silence (23 connections)
The Archive · Seed concept
Connected to: African archives; African Digital Humanities; African Studies; Algorithmic bias; Archives; Artificial intelligence; Black Digital Humanities; Colonial archives; Common Crawl; Data Feminism; Data scarcity; Digital humanities; Digital Preservation; Digitisation; Epistemic violence; Fine-tuning; High-Tech Orientalism; Knowledge production; Large Language Models; Low-resource languages; Metadata; Primary sources; Technology of recovery.
Find “Data silence” in the bibliographyData Sovereignty (39 connections)
The Archive · Seed concept
Connected to: African archives; African Digital Humanities; African languages; AI Governance; AI Sovereignty; Algorithmic Colonialism; Archives; CARE Principles; Colonial archives; Common Crawl; Crowdsourcing; Data Colonialism; Data extractivism; Data Flaring; Data Governance; Data protection; Decolonisation; Digital colonialism; Digital imperialism; Digital infrastructure; Digital Repatriation; Digital Sovereignty; Digitisation; GLAM; Global North; Global South; Interoperability; Knowledge production; Large Language Models; Linked Open Data; Metadata; Minimal computing; Neocolonialism; Ontology; Open Access; Open Science; Paradata; Surveillance Capitalism; Training data.
Find “Data Sovereignty” in the bibliographyData visualisation (4 connections)
Extended
Connected to: Computational History; Digital humanities; Distant Reading; Topic Modelling.
Find “Data visualisation” in the bibliographyDatafication (22 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; Algorithmic bias; CARE Principles; Data Colonialism; Data extractivism; Data Feminism; Data Governance; Digital colonialism; Digital Hermeneutics; Digital humanities; Digitisation; Epistemic Anachronism; Epistemic violence; FAIR Principles; History; Knowledge production; Large Language Models; Metadata; Optical Character Recognition; Paradata; Source criticism; Surveillance Capitalism.
Find “Datafication” in the bibliographyDataset (5 connections)
Extended
Connected to: African Digital Humanities; Fine-tuning; Large Language Models; Machine learning; Training data.
Find “Dataset” in the bibliographyDecolonisation (29 connections)
Cross-cutting · Seed concept
Connected to: Africa; African Digital Humanities; African history; African Studies; Artificial intelligence; Black Digital Humanities; CARE Principles; Colonialism; Data extractivism; Data Sovereignty; Digital colonialism; Digital humanities; Digital imperialism; Digital infrastructure; Digital Repatriation; Epistemic violence; Global North; Global South; History; Knowledge production; Minimal computing; Neocolonialism; Ontology; Open Access; Open Science; Techno-optimism; Technology of recovery; Training data; Ubuntu.
Find “Decolonisation” in the bibliographyDeepfakes (11 connections)
Extended
Connected to: AI Governance; Artificial intelligence; Digital literacy; Epistemic Injustice; Fake News; Global South; Knowledge production; Large Language Models; Multimodal AI; Social Media; Surveillance Capitalism.
Find “Deepfakes” in the bibliographyDigital colonialism (41 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; African archives; African Digital Humanities; African Studies; AI Alignment; AI Governance; AI Sovereignty; Algorithmic bias; Algorithmic Colonialism; Artificial intelligence; Black Digital Humanities; Data Colonialism; Data extractivism; Data protection; Data Sovereignty; Datafication; Decolonisation; Digital divide; Digital imperialism; Digital infrastructure; Digital Sovereignty; Digital Turn; Digitisation; Epistemic Injustice; Epistemic violence; Global North; Global South; High-Tech Orientalism; Knowledge production; Large Language Models; Linked Open Data; Minimal computing; Neocolonialism; Open Access; Open Science; Social Media; Surveillance Capitalism; Techno-optimism; Technological determinism; Technology of recovery; Training data.
Find “Digital colonialism” in the bibliographyDigital Curation (2 connections)
Extended
Connected to: Digital Preservation; FAIR Principles.
Find “Digital Curation” in the bibliographyDigital divide (18 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Digital Humanities; African languages; AI Literacy; Data Flaring; Data scarcity; Digital colonialism; Digital humanities; Digital infrastructure; Digital literacy; Digital Sovereignty; Fine-tuning; Global North; Global South; Knowledge production; Low-resource languages; Minimal computing; Open Access; Techno-optimism.
Find “Digital divide” in the bibliographyDigital Hermeneutics (6 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Datafication; Historical Research; History; Knowledge production; Ontology; Oral History.
Find “Digital Hermeneutics” in the bibliographyDigital history (19 connections)
Extended
Connected to: African Digital Humanities; African history; Agentic AI; Archives; Artificial intelligence; BERT; Computational History; Digital humanities; Hallucination; Historical Research; Historical Simulation; Historiography; History; Large Language Models; Multimodal AI; Optical Character Recognition; Small Language Models; Source criticism; Training data.
Find “Digital history” in the bibliographyDigital humanities (75 connections)
Extended
Connected to: African Digital Humanities; African history; African languages; African Studies; AI Literacy; Ajami; Archives; Artificial intelligence; Bitter Lesson; Black Digital Humanities; CARE Principles; Common Crawl; Computational History; Conceptual Disruption; Crowdsourcing; Data Feminism; Data Flaring; Data Governance; Data scarcity; Data silence; Data visualisation; Datafication; Decolonisation; Digital divide; Digital history; Digital Preservation; Digital Repatriation; Digital Sovereignty; Digital Turn; Digitisation; Discourse analysis; Distant Reading; Dublin Core; Epistemic violence; FAIR Principles; Fine-tuning; GLAM; Global North; Global South; Hallucination; Handwritten Text Recognition; High-Tech Orientalism; Historical Simulation; Human-in-the-loop; Humanities; Interoperability; Knowledge production; Large Language Models; Linked Open Data; Longue Durée; Machine learning; Machine-readable; Minimal computing; Multimodal AI; Named Entity Recognition; Natural Language Processing; Ontology; Open Access; Open Science; Optical Character Recognition; Orientalism; Paradata; Pedagogy; Post-OCR Correction; Primary sources; Retrieval Augmented Generation; Sentiment Analysis; Small Language Models; Technological determinism; Technology of recovery; Text Mining; Topic Modelling; Training data; Transformer Architecture; Zero-shot Learning.
Find “Digital humanities” in the bibliographyDigital imperialism (21 connections)
The Archive · Seed concept
Connected to: African archives; African Digital Humanities; Algorithmic Colonialism; Black Digital Humanities; Colonial archives; Colonialism; Data Colonialism; Data extractivism; Data Sovereignty; Decolonisation; Digital colonialism; Digital infrastructure; Digital Repatriation; Digitisation; Global North; Global South; Metadata; Neocolonialism; Ontology; Technology of recovery; Training data.
Find “Digital imperialism” in the bibliographyDigital infrastructure (22 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Digital Humanities; AI Governance; AI Sovereignty; Data Governance; Data protection; Data Sovereignty; Decolonisation; Digital colonialism; Digital divide; Digital imperialism; Digital literacy; Digital Preservation; Digital Sovereignty; Digital Turn; Digitisation; Global North; Minimal computing; Neocolonialism; Open Access; Open Science; Technological determinism; Technology of recovery.
Find “Digital infrastructure” in the bibliographyDigital literacy (10 connections)
Cross-cutting · Seed concept
Connected to: AI Literacy; Algorithmic bias; Artificial intelligence; Crowdsourcing; Deepfakes; Digital divide; Digital infrastructure; Knowledge production; Minimal computing; Pedagogy.
Find “Digital literacy” in the bibliographyDigital Preservation (17 connections)
The Archive · Seed concept
Connected to: African Studies; Ajami; Colonial archives; Common Crawl; Data silence; Digital Curation; Digital humanities; Digital infrastructure; Digital Repatriation; Digitisation; Dublin Core; FAIR Principles; Metadata; Minimal computing; Omeka; Open Access; Primary sources.
Find “Digital Preservation” in the bibliographyDigital Repatriation (15 connections)
The Archive · Seed concept
Connected to: African archives; African Studies; Colonial archives; Data Sovereignty; Decolonisation; Digital humanities; Digital imperialism; Digital Preservation; Digitisation; Epistemic violence; Ethics of Care; FAIR Principles; Knowledge production; Open Access; Oral History.
Find “Digital Repatriation” in the bibliographyDigital Sovereignty (17 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Studies; AI Governance; AI Sovereignty; Algorithmic Colonialism; Data extractivism; Data Governance; Data protection; Data Sovereignty; Digital colonialism; Digital divide; Digital humanities; Digital infrastructure; Global North; Global South; Minimal computing; Neocolonialism; Open Access.
Find “Digital Sovereignty” in the bibliographyDigital Turn (9 connections)
Extended · Seed concept
Connected to: African archives; Archives; Conceptual Disruption; Digital colonialism; Digital humanities; Digital infrastructure; Digitisation; Humanities; Knowledge production.
Find “Digital Turn” in the bibliographyDigitisation (27 connections)
The Archive · Seed concept
Connected to: African archives; African Digital Humanities; African Studies; Ajami; Archives; Colonial archives; Data protection; Data scarcity; Data silence; Data Sovereignty; Datafication; Digital colonialism; Digital humanities; Digital imperialism; Digital infrastructure; Digital Preservation; Digital Repatriation; Digital Turn; Global North; Global South; Linked Open Data; Machine-readable; Metadata; Neocolonialism; Newspapers; Primary sources; Technology of recovery.
Find “Digitisation” in the bibliographyDiscourse analysis (12 connections)
Extended
Connected to: African Studies; Algorithmic bias; Digital humanities; Epistemic Injustice; Fake News; Global South; Knowledge production; Large Language Models; Named Entity Recognition; Natural Language Processing; Sentiment Analysis; Topic Modelling.
Find “Discourse analysis” in the bibliographyDistant Reading (12 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Computational History; Data visualisation; Digital humanities; Historical Research; Humanities; Longue Durée; Low-resource languages; N-gram; Natural Language Processing; Optical Character Recognition; Text Mining; Topic Modelling.
Find “Distant Reading” in the bibliographyDublin Core (14 connections)
The Archive · Seed concept
Connected to: Controlled Vocabulary; Digital humanities; Digital Preservation; FAIR Principles; GLAM; Global South; International Image Interoperability Framework; Interoperability; Linked Open Data; Metadata; Omeka; Ontology; RDF Triples; Semantic Web.
Find “Dublin Core” in the bibliographyEpistemic Anachronism (6 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: AI Literacy; Datafication; Fine-tuning; Historical Research; Large Language Models; Training data.
Find “Epistemic Anachronism” in the bibliographyEpistemic Injustice (12 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Algorithmic bias; Data Feminism; Deepfakes; Digital colonialism; Discourse analysis; Epistemic violence; Fake News; Hallucination; Knowledge production; Large Language Models; Low-resource languages; Social Media.
Find “Epistemic Injustice” in the bibliographyEpistemic violence (24 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; African Studies; Algorithmic bias; Black Digital Humanities; Colonial archives; Colonialism; Conceptual Disruption; Data Feminism; Data silence; Datafication; Decolonisation; Digital colonialism; Digital humanities; Digital Repatriation; Epistemic Injustice; Global South; High-Tech Orientalism; Knowledge production; Large Language Models; Metadata; Neocolonialism; Ontology; Orientalism; Technology of recovery.
Find “Epistemic violence” in the bibliographyEthics of Care (4 connections)
Extended
Connected to: AI Alignment; Colonial archives; Digital Repatriation; Ubuntu.
Find “Ethics of Care” in the bibliographyFact-checking (3 connections)
Extended
Connected to: Hallucination; Historical Simulation; Source criticism.
Find “Fact-checking” in the bibliographyFAIR Principles (24 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: Artificial intelligence; CARE Principles; Controlled Vocabulary; Data cleaning; Data extractivism; Data Governance; Datafication; Digital Curation; Digital humanities; Digital Preservation; Digital Repatriation; Dublin Core; GLAM; Global South; Interoperability; Linked Open Data; Metadata; Ontology; Open Access; Open Science; Oral History; Paradata; Semantic Web; Surveillance Capitalism.
Find “FAIR Principles” in the bibliographyFake News (11 connections)
Extended
Connected to: Algorithmic bias; Deepfakes; Discourse analysis; Epistemic Injustice; Global South; Knowledge production; Large Language Models; Neocolonialism; Sentiment Analysis; Social Media; Surveillance Capitalism.
Find “Fake News” in the bibliographyFine-tuning (26 connections)
Extended
Connected to: African Digital Humanities; African languages; Algorithmic bias; Algorithmic Colonialism; BERT; Data silence; Dataset; Digital divide; Digital humanities; Epistemic Anachronism; GLAM; Global North; Hallucination; Handwritten Text Recognition; Human-in-the-loop; Large Language Models; Low-resource languages; Machine learning; Named Entity Recognition; Natural Language Processing; Prompt engineering; Retrieval Augmented Generation; Sentiment Analysis; Small Language Models; Training data; Zero-shot Learning.
Find “Fine-tuning” in the bibliographyGLAM (13 connections)
The Archive · Seed concept
Connected to: Data Sovereignty; Digital humanities; Dublin Core; FAIR Principles; Fine-tuning; Hallucination; International Image Interoperability Framework; Interoperability; Metadata; Omeka; Open Access; Retrieval Augmented Generation; Web scraping.
Find “GLAM” in the bibliographyGlobal North (39 connections)
Extended · Seed concept
Connected to: African archives; African Digital Humanities; African Studies; AI Alignment; AI Literacy; AI Sovereignty; Algorithmic bias; Algorithmic Colonialism; Algorithms; Black Digital Humanities; Colonialism; Common Crawl; Data Colonialism; Data extractivism; Data Flaring; Data Sovereignty; Decolonisation; Digital colonialism; Digital divide; Digital humanities; Digital imperialism; Digital infrastructure; Digital Sovereignty; Digitisation; Fine-tuning; Global South; High-Tech Orientalism; Knowledge production; Large Language Models; Linked Open Data; Low-resource languages; Neocolonialism; Open Access; Open Science; Primary sources; Surveillance Capitalism; Technological determinism; Technology of recovery; Training data.
Find “Global North” in the bibliographyGlobal South (46 connections)
Extended · Seed concept
Connected to: Africa; African archives; African Digital Humanities; African history; African Studies; AI Governance; AI Literacy; AI Sovereignty; Algorithmic bias; Algorithmic Colonialism; Black Digital Humanities; CARE Principles; Colonialism; Data Colonialism; Data extractivism; Data Sovereignty; Decolonisation; Deepfakes; Digital colonialism; Digital divide; Digital humanities; Digital imperialism; Digital Sovereignty; Digitisation; Discourse analysis; Dublin Core; Epistemic violence; FAIR Principles; Fake News; Global North; Knowledge production; Large Language Models; Linked Open Data; Low-resource languages; Machine learning; Neocolonialism; Open Access; Open Science; Paradata; Pedagogy; Retrieval Augmented Generation; Social Media; Surveillance Capitalism; Techno-optimism; Training data; Zero-shot Learning.
Find “Global South” in the bibliographyGround Truth (6 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Benchmarks; Hallucination; Large Language Models; Source criticism; Training data; Word Error Rate.
Find “Ground Truth” in the bibliographyHallucination (30 connections)
Cross-cutting · Seed concept
Connected to: Agentic AI; AI Literacy; Algorithmic bias; Artificial intelligence; Benchmarks; Computational History; Digital history; Digital humanities; Epistemic Injustice; Fact-checking; Fine-tuning; GLAM; Ground Truth; Historical Simulation; Historiography; History; Human-in-the-loop; Humanities; JSON; Large Language Models; Multimodal AI; Natural Language Processing; Pedagogy; Primary sources; Prompt engineering; Retrieval Augmented Generation; Source criticism; Stochastic Parrots; Topic Modelling; Training data.
Find “Hallucination” in the bibliographyHandwritten Text Recognition (21 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Ajami; Archives; Bitter Lesson; Character Error Rate; Digital humanities; Fine-tuning; Historical Research; Human-in-the-loop; Large Language Models; Low-resource languages; Machine-readable; Multimodal AI; Optical Character Recognition; Paleography; Primary sources; Prompt engineering; Source criticism; Training data; Transformer Architecture; Transkribus; Zero-shot Learning.
Find “Handwritten Text Recognition” in the bibliographyHigh-Tech Orientalism (14 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; Algorithmic bias; Algorithmic Colonialism; Data silence; Digital colonialism; Digital humanities; Epistemic violence; Global North; Knowledge production; Large Language Models; Orientalism; Surveillance Capitalism; Techno-optimism; Technological determinism.
Find “High-Tech Orientalism” in the bibliographyHigher Education (3 connections)
Extended
Connected to: AI Literacy; Large Language Models; Pedagogy.
Find “Higher Education” in the bibliographyHistorical Research (22 connections)
Extended
Connected to: African archives; Agentic AI; AI Literacy; Archives; Colonial archives; Computational History; Digital Hermeneutics; Digital history; Distant Reading; Epistemic Anachronism; Handwritten Text Recognition; Historiography; History; Human-in-the-loop; Multimodal AI; Optical Character Recognition; Oral History; Primary sources; Retrieval Augmented Generation; Source criticism; Text Mining; Topic Modelling.
Find “Historical Research” in the bibliographyHistorical Simulation (10 connections)
Extended
Connected to: Artificial intelligence; Digital history; Digital humanities; Fact-checking; Hallucination; Historiography; Large Language Models; Pedagogy; Primary sources; Source criticism.
Find “Historical Simulation” in the bibliographyHistoriography (15 connections)
Extended
Connected to: African history; Agentic AI; Archives; Artificial intelligence; Benchmarks; Conceptual Disruption; Digital history; Hallucination; Historical Research; Historical Simulation; History; Large Language Models; Primary sources; Source criticism; Training data.
Find “Historiography” in the bibliographyHistory (20 connections)
Extended
Connected to: African archives; African Digital Humanities; African history; Agentic AI; Archives; Colonial archives; Computational History; Datafication; Decolonisation; Digital Hermeneutics; Digital history; Hallucination; Historical Research; Historiography; Optical Character Recognition; Oral History; Primary sources; Source criticism; Topic Modelling; Training data.
Find “History” in the bibliographyHuman-in-the-loop (23 connections)
Cross-cutting · Seed concept
Connected to: African Studies; Agentic AI; AI Alignment; Algorithmic bias; Artificial intelligence; Crowdsourcing; Digital humanities; Fine-tuning; Hallucination; Handwritten Text Recognition; Historical Research; Large Language Models; Low-resource languages; Machine learning; Multimodal AI; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Sentiment Analysis; Source criticism; Technological determinism; Topic Modelling; Training data.
Find “Human-in-the-loop” in the bibliographyHumanities (10 connections)
Extended
Connected to: Algorithmic bias; Artificial intelligence; Conceptual Disruption; Digital humanities; Digital Turn; Distant Reading; Hallucination; Knowledge production; Minimal computing; Pedagogy.
Find “Humanities” in the bibliographyInternational Image Interoperability Framework (5 connections)
Extended
Connected to: Dublin Core; GLAM; Interoperability; Linked Open Data; Retrieval Augmented Generation.
Find “International Image Interoperability Framework” in the bibliographyInteroperability (10 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: Data Sovereignty; Digital humanities; Dublin Core; FAIR Principles; GLAM; International Image Interoperability Framework; Linked Open Data; Machine-readable; Ontology; Semantic Web.
Find “Interoperability” in the bibliographyIslam in West Africa (6 connections)
Extended
Connected to: Africa; African history; African Studies; Ajami; Colonialism; Pedagogy.
Find “Islam in West Africa” in the bibliographyJSON (4 connections)
Extended
Connected to: Hallucination; Large Language Models; Machine-readable; Structured data.
Find “JSON” in the bibliographyKnowledge production (45 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Africa; African Studies; AI Literacy; Algorithmic bias; Archives; Artificial intelligence; Black Digital Humanities; Colonial archives; Colonialism; Conceptual Disruption; Data Colonialism; Data extractivism; Data Feminism; Data silence; Data Sovereignty; Datafication; Decolonisation; Deepfakes; Digital colonialism; Digital divide; Digital Hermeneutics; Digital humanities; Digital literacy; Digital Repatriation; Digital Turn; Discourse analysis; Epistemic Injustice; Epistemic violence; Fake News; Global North; Global South; High-Tech Orientalism; Humanities; Large Language Models; Minimal computing; Neocolonialism; Ontology; Open Access; Open Science; Orientalism; Pedagogy; Surveillance Capitalism; Techno-optimism; Technological determinism; Training data.
Find “Knowledge production” in the bibliographyLarge Language Models (76 connections)
Extended · Seed concept
Connected to: African archives; African Digital Humanities; African history; African Studies; Agentic AI; AI Literacy; Algorithmic bias; Algorithmic Colonialism; Artificial intelligence; Benchmarks; BERT; Bitter Lesson; Black Digital Humanities; Character Error Rate; Co-Intelligence; Common Crawl; Computational History; Data extractivism; Data silence; Data Sovereignty; Datafication; Dataset; Deepfakes; Digital colonialism; Digital history; Digital humanities; Discourse analysis; Epistemic Anachronism; Epistemic Injustice; Epistemic violence; Fake News; Fine-tuning; Global North; Global South; Ground Truth; Hallucination; Handwritten Text Recognition; High-Tech Orientalism; Higher Education; Historical Simulation; Historiography; Human-in-the-loop; JSON; Knowledge production; Low-resource languages; Machine learning; Minimal computing; Multimodal AI; Named Entity Recognition; Natural Language Processing; Ontology; Open Access; Optical Character Recognition; Oral History; Pedagogy; Peer Review; Post-OCR Correction; Primary sources; Prompt engineering; Qualitative Research; Retrieval Augmented Generation; Sentiment Analysis; Small Language Models; Social Media; Source criticism; Stochastic Parrots; Structured data; Technology of recovery; Text Mining; TF-IDF; Topic Modelling; Training data; Transformer Architecture; Vibe Coding; Web scraping; Zero-shot Learning.
Find “Large Language Models” in the bibliographyLinked Open Data (22 connections)
The Archive · Seed concept
Connected to: African Studies; Archives; Controlled Vocabulary; Data Governance; Data Sovereignty; Digital colonialism; Digital humanities; Digitisation; Dublin Core; FAIR Principles; Global North; Global South; International Image Interoperability Framework; Interoperability; Machine-readable; Metadata; Multimodal AI; Ontology; Open Access; RDF Triples; Semantic Web; Structured data.
Find “Linked Open Data” in the bibliographyLongue Durée (6 connections)
Extended
Connected to: Computational History; Digital humanities; Distant Reading; Source criticism; Text Mining; Topic Modelling.
Find “Longue Durée” in the bibliographyLow-resource languages (30 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Digital Humanities; African languages; African Studies; Ajami; Algorithmic bias; Common Crawl; Crowdsourcing; Data Flaring; Data scarcity; Data silence; Digital divide; Distant Reading; Epistemic Injustice; Fine-tuning; Global North; Global South; Handwritten Text Recognition; Human-in-the-loop; Large Language Models; Machine learning; Metadata; Multimodal AI; Named Entity Recognition; Natural Language Processing; Oral History; Primary sources; Sentiment Analysis; Text Mining; Training data; Zero-shot Learning.
Find “Low-resource languages” in the bibliographyMachine learning (26 connections)
Extended
Connected to: African Studies; Algorithmic bias; Artificial intelligence; BERT; Bitter Lesson; Computational History; Data scarcity; Dataset; Digital humanities; Fine-tuning; Global South; Human-in-the-loop; Large Language Models; Low-resource languages; Multimodal AI; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Sentiment Analysis; Small Language Models; Surveillance Capitalism; TF-IDF; Topic Modelling; Training data; Transformer Architecture; Zero-shot Learning.
Find “Machine learning” in the bibliographyMachine-readable (11 connections)
Extended
Connected to: Archives; Digital humanities; Digitisation; Handwritten Text Recognition; Interoperability; JSON; Linked Open Data; Natural Language Processing; Optical Character Recognition; Structured data; Text Mining.
Find “Machine-readable” in the bibliographyMetadata (23 connections)
The Archive · Seed concept
Connected to: African languages; Ajami; Archives; CARE Principles; Colonial archives; Data silence; Data Sovereignty; Datafication; Digital imperialism; Digital Preservation; Digitisation; Dublin Core; Epistemic violence; FAIR Principles; GLAM; Linked Open Data; Low-resource languages; Named Entity Recognition; Ontology; Open Science; Orientalism; Paradata; Primary sources.
Find “Metadata” in the bibliographyMinimal computing (15 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: Data Sovereignty; Decolonisation; Digital colonialism; Digital divide; Digital humanities; Digital infrastructure; Digital literacy; Digital Preservation; Digital Sovereignty; Humanities; Knowledge production; Large Language Models; Pedagogy; Techno-optimism; Technological determinism.
Find “Minimal computing” in the bibliographyMultimodal AI (17 connections)
Extended
Connected to: African Studies; Artificial intelligence; Deepfakes; Digital history; Digital humanities; Hallucination; Handwritten Text Recognition; Historical Research; Human-in-the-loop; Large Language Models; Linked Open Data; Low-resource languages; Machine learning; Optical Character Recognition; Primary sources; Training data; Zero-shot Learning.
Find “Multimodal AI” in the bibliographyN-gram (4 connections)
Extended
Connected to: Agentic AI; Distant Reading; Sentiment Analysis; Topic Modelling.
Find “N-gram” in the bibliographyNamed Entity Recognition (23 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Studies; Algorithmic bias; Artificial intelligence; Computational History; Digital humanities; Discourse analysis; Fine-tuning; Human-in-the-loop; Large Language Models; Low-resource languages; Machine learning; Metadata; Natural Language Processing; Optical Character Recognition; Post-OCR Correction; Retrieval Augmented Generation; Sentiment Analysis; Small Language Models; Source criticism; Technology of recovery; Text Mining; Topic Modelling; Training data.
Find “Named Entity Recognition” in the bibliographyNatural Language Processing (31 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Digital Humanities; African languages; African Studies; Ajami; Algorithmic bias; Artificial intelligence; Black Digital Humanities; Computational History; Crowdsourcing; Data Flaring; Data scarcity; Digital humanities; Discourse analysis; Distant Reading; Fine-tuning; Hallucination; Human-in-the-loop; Large Language Models; Low-resource languages; Machine learning; Machine-readable; Named Entity Recognition; Post-OCR Correction; Retrieval Augmented Generation; Sentiment Analysis; Source criticism; Text Mining; Topic Modelling; Training data; Transformer Architecture; Zero-shot Learning.
Find “Natural Language Processing” in the bibliographyNeocolonialism (22 connections)
Cross-cutting · Seed concept
Connected to: Africa; Algorithmic Colonialism; Artificial intelligence; Colonial archives; Colonialism; Data Colonialism; Data extractivism; Data Sovereignty; Decolonisation; Digital colonialism; Digital imperialism; Digital infrastructure; Digital Sovereignty; Digitisation; Epistemic violence; Fake News; Global North; Global South; Knowledge production; Orientalism; Surveillance Capitalism; Techno-optimism.
Find “Neocolonialism” in the bibliographyNewspapers (8 connections)
Extended
Connected to: African Studies; Algorithmic bias; Archives; Colonial archives; Data scarcity; Digitisation; Optical Character Recognition; Primary sources.
Find “Newspapers” in the bibliographyOmeka (6 connections)
Extended
Connected to: Digital Preservation; Dublin Core; GLAM; Ontology; Optical Character Recognition; Semantic Web.
Find “Omeka” in the bibliographyOntology (21 connections)
Extended · Seed concept
Connected to: African Studies; Algorithmic bias; Controlled Vocabulary; Data Sovereignty; Decolonisation; Digital Hermeneutics; Digital humanities; Digital imperialism; Dublin Core; Epistemic violence; FAIR Principles; Interoperability; Knowledge production; Large Language Models; Linked Open Data; Metadata; Omeka; Orientalism; RDF Triples; Semantic Web; Training data.
Find “Ontology” in the bibliographyOpen Access (22 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Studies; Ajami; Data extractivism; Data Governance; Data Sovereignty; Decolonisation; Digital colonialism; Digital divide; Digital humanities; Digital infrastructure; Digital Preservation; Digital Repatriation; Digital Sovereignty; FAIR Principles; GLAM; Global North; Global South; Knowledge production; Large Language Models; Linked Open Data; Open Science; Peer Review.
Find “Open Access” in the bibliographyOpen Science (17 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: African Studies; CARE Principles; Crowdsourcing; Data extractivism; Data Governance; Data protection; Data Sovereignty; Decolonisation; Digital colonialism; Digital humanities; Digital infrastructure; FAIR Principles; Global North; Global South; Knowledge production; Metadata; Open Access.
Find “Open Science” in the bibliographyOptical Character Recognition (25 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Ajami; Character Error Rate; Computational History; Datafication; Digital history; Digital humanities; Distant Reading; Handwritten Text Recognition; Historical Research; History; Human-in-the-loop; Large Language Models; Machine learning; Machine-readable; Multimodal AI; Named Entity Recognition; Newspapers; Omeka; Post-OCR Correction; Primary sources; Retrieval Augmented Generation; Small Language Models; Source criticism; Text Mining; Word Error Rate.
Find “Optical Character Recognition” in the bibliographyOral History (18 connections)
The Archive · Seed concept
Connected to: African archives; African history; African Studies; Ajami; Archives; CARE Principles; Colonial archives; Data Flaring; Digital Hermeneutics; Digital Repatriation; FAIR Principles; Historical Research; History; Large Language Models; Low-resource languages; Primary sources; Qualitative Research; Source criticism.
Find “Oral History” in the bibliographyOrientalism (10 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; Algorithmic bias; Colonial archives; Digital humanities; Epistemic violence; High-Tech Orientalism; Knowledge production; Metadata; Neocolonialism; Ontology.
Find “Orientalism” in the bibliographyPaleography (2 connections)
Extended
Connected to: Ajami; Handwritten Text Recognition.
Find “Paleography” in the bibliographyPan-Africanism (4 connections)
Extended
Connected to: Africa; African history; Colonialism; Ubuntu.
Find “Pan-Africanism” in the bibliographyParadata (11 connections)
Extended
Connected to: AI Governance; Algorithmic bias; CARE Principles; Data Governance; Data Sovereignty; Datafication; Digital humanities; FAIR Principles; Global South; Metadata; Source criticism.
Find “Paradata” in the bibliographyPedagogy (14 connections)
Extended
Connected to: AI Literacy; Ajami; Digital humanities; Digital literacy; Global South; Hallucination; Higher Education; Historical Simulation; Humanities; Islam in West Africa; Knowledge production; Large Language Models; Minimal computing; Primary sources.
Find “Pedagogy” in the bibliographyPeer Review (2 connections)
Extended
Connected to: Large Language Models; Open Access.
Find “Peer Review” in the bibliographyPost-OCR Correction (8 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Data cleaning; Digital humanities; Large Language Models; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Small Language Models; Topic Modelling.
Find “Post-OCR Correction” in the bibliographyPrimary sources (26 connections)
The Archive · Seed concept
Connected to: African archives; African history; African Studies; Agentic AI; Archives; Colonial archives; Data silence; Digital humanities; Digital Preservation; Digitisation; Global North; Hallucination; Handwritten Text Recognition; Historical Research; Historical Simulation; Historiography; History; Large Language Models; Low-resource languages; Metadata; Multimodal AI; Newspapers; Optical Character Recognition; Oral History; Pedagogy; Source criticism.
Find “Primary sources” in the bibliographyPrompt engineering (10 connections)
Extended
Connected to: Agentic AI; AI Literacy; Artificial intelligence; Fine-tuning; Hallucination; Handwritten Text Recognition; Large Language Models; Retrieval Augmented Generation; Topic Modelling; Zero-shot Learning.
Find “Prompt engineering” in the bibliographyQualitative Research (2 connections)
Extended
Connected to: Large Language Models; Oral History.
Find “Qualitative Research” in the bibliographyRDF Triples (3 connections)
Extended
Connected to: Dublin Core; Linked Open Data; Ontology.
Find “RDF Triples” in the bibliographyRetrieval Augmented Generation (17 connections)
Extended
Connected to: Algorithmic bias; Controlled Vocabulary; Digital humanities; Fine-tuning; GLAM; Global South; Hallucination; Historical Research; International Image Interoperability Framework; Large Language Models; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Prompt engineering; Small Language Models; Source criticism; TF-IDF.
Find “Retrieval Augmented Generation” in the bibliographySemantic Web (7 connections)
Extended
Connected to: Controlled Vocabulary; Dublin Core; FAIR Principles; Interoperability; Linked Open Data; Omeka; Ontology.
Find “Semantic Web” in the bibliographySentiment Analysis (23 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Studies; Algorithmic bias; Artificial intelligence; BERT; Computational History; Digital humanities; Discourse analysis; Fake News; Fine-tuning; Human-in-the-loop; Large Language Models; Low-resource languages; Machine learning; N-gram; Named Entity Recognition; Natural Language Processing; Source criticism; Text Mining; TF-IDF; Topic Modelling; Training data; Transformer Architecture; Zero-shot Learning.
Find “Sentiment Analysis” in the bibliographySmall Language Models (13 connections)
Extended
Connected to: Artificial intelligence; BERT; Computational History; Digital history; Digital humanities; Fine-tuning; Large Language Models; Machine learning; Named Entity Recognition; Optical Character Recognition; Post-OCR Correction; Retrieval Augmented Generation; Training data.
Find “Small Language Models” in the bibliographySocial Media (11 connections)
Extended
Connected to: AI Governance; Algorithmic bias; Artificial intelligence; Data extractivism; Deepfakes; Digital colonialism; Epistemic Injustice; Fake News; Global South; Large Language Models; Surveillance Capitalism.
Find “Social Media” in the bibliographySource criticism (25 connections)
The Archive · Seed concept
Connected to: African history; AI Literacy; Archives; Datafication; Digital history; Fact-checking; Ground Truth; Hallucination; Handwritten Text Recognition; Historical Research; Historical Simulation; Historiography; History; Human-in-the-loop; Large Language Models; Longue Durée; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Oral History; Paradata; Primary sources; Retrieval Augmented Generation; Sentiment Analysis; Training data.
Find “Source criticism” in the bibliographyStochastic Parrots (3 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: Common Crawl; Hallucination; Large Language Models.
Find “Stochastic Parrots” in the bibliographyStructured data (5 connections)
Extended
Connected to: JSON; Large Language Models; Linked Open Data; Machine-readable; Text Mining.
Find “Structured data” in the bibliographySurveillance Capitalism (22 connections)
Infrastructure, Governance & Access · Seed concept
Connected to: AI Governance; AI Sovereignty; Algorithmic bias; Algorithmic Colonialism; Artificial intelligence; Data Colonialism; Data extractivism; Data protection; Data Sovereignty; Datafication; Deepfakes; Digital colonialism; FAIR Principles; Fake News; Global North; Global South; High-Tech Orientalism; Knowledge production; Machine learning; Neocolonialism; Social Media; Techno-optimism.
Find “Surveillance Capitalism” in the bibliographyTechno-optimism (13 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: AI Governance; Artificial intelligence; Data Feminism; Decolonisation; Digital colonialism; Digital divide; Global South; High-Tech Orientalism; Knowledge production; Minimal computing; Neocolonialism; Surveillance Capitalism; Technological determinism.
Find “Techno-optimism” in the bibliographyTechnological determinism (13 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: African Studies; AI Governance; Artificial intelligence; Conceptual Disruption; Digital colonialism; Digital humanities; Digital infrastructure; Global North; High-Tech Orientalism; Human-in-the-loop; Knowledge production; Minimal computing; Techno-optimism.
Find “Technological determinism” in the bibliographyTechnology of recovery (20 connections)
The Archive · Seed concept
Connected to: African Diaspora Studies; African Digital Humanities; African history; African Studies; Artificial intelligence; Black Digital Humanities; Colonial archives; Crowdsourcing; Data silence; Decolonisation; Digital colonialism; Digital humanities; Digital imperialism; Digital infrastructure; Digitisation; Epistemic violence; Global North; Large Language Models; Named Entity Recognition; Training data.
Find “Technology of recovery” in the bibliographyText Mining (17 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Studies; Black Digital Humanities; Computational History; Digital humanities; Distant Reading; Historical Research; Large Language Models; Longue Durée; Low-resource languages; Machine-readable; Named Entity Recognition; Natural Language Processing; Optical Character Recognition; Sentiment Analysis; Structured data; TF-IDF; Topic Modelling.
Find “Text Mining” in the bibliographyTF-IDF (8 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Agentic AI; BERT; Large Language Models; Machine learning; Retrieval Augmented Generation; Sentiment Analysis; Text Mining; Topic Modelling.
Find “TF-IDF” in the bibliographyTopic Modelling (20 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: Computational History; Data visualisation; Digital humanities; Discourse analysis; Distant Reading; Hallucination; Historical Research; History; Human-in-the-loop; Large Language Models; Longue Durée; Machine learning; N-gram; Named Entity Recognition; Natural Language Processing; Post-OCR Correction; Prompt engineering; Sentiment Analysis; Text Mining; TF-IDF.
Find “Topic Modelling” in the bibliographyTraining data (40 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African languages; African Studies; AI Literacy; Algorithmic bias; Artificial intelligence; Common Crawl; Crowdsourcing; Data extractivism; Data Flaring; Data scarcity; Data Sovereignty; Dataset; Decolonisation; Digital colonialism; Digital history; Digital humanities; Digital imperialism; Epistemic Anachronism; Fine-tuning; Global North; Global South; Ground Truth; Hallucination; Handwritten Text Recognition; Historiography; History; Human-in-the-loop; Knowledge production; Large Language Models; Low-resource languages; Machine learning; Multimodal AI; Named Entity Recognition; Natural Language Processing; Ontology; Sentiment Analysis; Small Language Models; Source criticism; Technology of recovery; Zero-shot Learning.
Find “Training data” in the bibliographyTransformer Architecture (7 connections)
Extended
Connected to: BERT; Digital humanities; Handwritten Text Recognition; Large Language Models; Machine learning; Natural Language Processing; Sentiment Analysis.
Find “Transformer Architecture” in the bibliographyTranskribus (3 connections)
Extended
Connected to: Character Error Rate; Handwritten Text Recognition; Word Error Rate.
Find “Transkribus” in the bibliographyUbuntu (6 connections)
Epistemologies, Decoloniality & Ethical Frameworks · Seed concept
Connected to: AI Alignment; AI Sovereignty; Data Governance; Decolonisation; Ethics of Care; Pan-Africanism.
Find “Ubuntu” in the bibliographyVibe Coding (3 connections)
Extended
Connected to: Agentic AI; AI Literacy; Large Language Models.
Find “Vibe Coding” in the bibliographyWeb scraping (5 connections)
Extended
Connected to: African languages; Algorithmic bias; Crowdsourcing; GLAM; Large Language Models.
Find “Web scraping” in the bibliographyWord Error Rate (4 connections)
Extended
Connected to: Character Error Rate; Ground Truth; Optical Character Recognition; Transkribus.
Find “Word Error Rate” in the bibliographyZero-shot Learning (17 connections)
Language Technologies, NLP & Corpora · Seed concept
Connected to: African Digital Humanities; African languages; Algorithmic bias; Benchmarks; Computational History; Digital humanities; Fine-tuning; Global South; Handwritten Text Recognition; Large Language Models; Low-resource languages; Machine learning; Multimodal AI; Natural Language Processing; Prompt engineering; Sentiment Analysis; Training data.
Find “Zero-shot Learning” in the bibliography
Select a node to see its connections and to find it in the bibliography.
Method
How This Map Was Built
- 01
Reading & annotation
Every reference in the bibliography was read and annotated in an Obsidian vault, capturing key themes as interlinked concept notes.
- 02
Seed concepts
A research note maps 86 seed concepts to the workshop's four thematic groups, drawn directly from the literature.
- 03
Network expansion
Wiki-links between notes reveal implicit connections. Concepts linked by two or more seeds are included, adding 59 nodes and 1219 relationships.
- 04
Visualisation
A Python script exports the graph as JSON. Node size reflects degree, so cross-cutting ideas stand out; seed concepts carry a glow ring.
Source notes live in an Obsidian vault built from the workshop's bibliography.
The downloadable snapshot records its export and correction history. The current correction removed concepts that did not meet the expansion threshold; it did not re-extract the private reading vault. Connections represent links between notes, not the strength of evidence or agreement in the literature. Download the concept graph with provenance (JSON).