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Research domain
Multi-Domain
The Multi-Domain domain comprises 121 papers in this corpus published between 2014 and 2026. Work here is dominated by Literature Review, Conceptual, Design Science.
Methodology profile
- Literature Review44 (36%)
- Conceptual16 (13%)
- Design Science10 (8%)
- Position Paper9 (7%)
- Empirical Study6 (5%)
- Case Study5 (4%)
Themes covered
- Responsible AI Use25 (21%)
- AI-Assisted Discovery15 (12%)
- Evaluation & Benchmarks11 (9%)
- Hallucination Control5 (4%)
- RAG for Research3 (2%)
- Systematic Review Automation2 (2%)
Frequent sub-topics
organizational integration of AI in project management · 1AI applications in sustainable public transportation with human-in-the-loop synthesis · 1paradigm pluralism and ethical research practice in the AI era · 1research design principles in the digital and AI era · 1AI for sustainability research and SDG advancement · 1historical development of AI and LLMs in SSH contexts · 1AI applications in medical diagnosis, lung fibrosis imaging and diagnostics · 1LLM cost efficiency and output quality under input/output compression · 1
Representative papers
- AI, agentic models and lab automation for scientific discovery — the beginning of scAInceThomas Hartung · 2025 · 14 citations
- ChatGPT in Teaching-Learning and Research: A Systematic ReviewShaheena Aziz · 2024 · 4 citations
- Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policyYogesh K. Dwivedi · 2023 · 3,719 citations
- Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature ReviewRock Yuren Pang · 2025 · 46 citations
- Knowledge-Empowered, Collaborative, and Co-Evolving AI Models: The Post-LLM RoadmapFei Wu · 2024 · 31 citations
- Artificial intelligence in higher education, opportunities, and challenges: a reviewSharifa AlBlooshi · 2026 · 4 citations
- ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scopePartha Pratim Ray · 2023 · 2,365 citations
- Practical and ethical challenges of large language models in education: A systematic scoping reviewLixiang Yan · 2023 · 699 citations