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EduIDEAtor Survey: Perceptions of an LLM-based idea development tool

This dataset contains anonymised survey responses from 16 participants who  interacted with EduIDEAtor, an LLM-based tool for early-stage project and  research idea development. The survey captures academic level, data science  and AI experience, perceived usability and

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CreatorFarokhi, Kamyab
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Published2026-01-07
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DOI10.5281/zenodo.18171001
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Downloads126
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Licensecc-by-4.0
File Size31.8 KB
Data TypeDataset
Published2026
Licensecc-by-4.0
Total Views114
Total Downloads126

This dataset contains anonymised survey responses from 16 participants who
  interacted with EduIDEAtor, an LLM-based tool for early-stage project and
  research idea development. The survey captures academic level, data science
  and AI experience, perceived usability and clarity, engagement and creativity,
  comparative evaluations against traditional brainstorming methods, preference
  for future use, and overall satisfaction. The dataset can be used to study
  user experience with generative AI tools, to teach survey-based evaluation
  methods, and to explore how background variables relate to attitudes toward
  AI-supported idea development.

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EduIDEAtor Survey: Perceptions of an LLM-based idea development… (Full Dataset)31.8 KB
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Files are hosted on the source repository. Click download to access the full dataset.

Farokhi, Kamyab (2026). EduIDEAtor Survey: Perceptions of an LLM-based idea development tool. https://doi.org/10.5281/zenodo.18171001