Below is an interactive table gathering key references, articles, and academic sources related to AI, algorithms, and automation. Each entry is tagged with a classification and keyword for easy filtering, along with the full title and APA citation. Use the filter boxes at the top of each column to narrow things down, or simply browse the full list.
| Classification | Definition / Scope |
|---|---|
| Journalism Ethics & Trust | Professional ethics, accountability, transparency, credibility and audience trust in journalism. |
| Fact-Checking & Verification | Fact-checking practice, verification methods, OSINT, and investigative journalism. |
| Data Journalism & Data Quality | Data-driven journalism (DDJ), data quality, knowledge graphs, and information retrieval. |
| AI, Algorithms & Automation | Traditional/non-generative AI, algorithms, automation, recommenders, NLP/NLG, software and search systems in journalism. |
| Generative AI & LLMs | Generative AI, large language models, prompting, agentic AI, responsible AI (RAI), and small language models (SLM). |
| Methodology & Research Practice | Research methodology, curation practices, and general research quality/use considerations. |
| Theory, Epistemology & Philosophy | Theoretical, epistemological, philosophical, sociological and STS (science & technology studies) perspectives; semiotics, linguistics, human-machine communication (HMC), and agency. |
| Technology Adoption & Innovation | Technology acceptance models (TAM), innovation diffusion, technological determinism, open source, and platforms. |
| Sociotechnical Imaginaries | Sociotechnical imaginaries of technology/AI in journalism (originally the « Imagineries » tag). |
| Audience Studies & Literacy | Audience engagement, news/media literacy, user-generated content (UGC), and audience tracking. |
| Human-Computer Interaction & Design | HCI, UX, interface/interaction design, and visual design. |
| Disinformation & Propaganda | Disinformation, propaganda, and related case studies (e.g., Ukraine). |
| Case Studies & Context | Historical, economic, educational and other contextual case studies (e.g., COP, CDC). |