theory development
AcademiaOS: Automating Grounded Theory Development in Qualitative Research with Large Language Models
AcademiaOS is a first attempt to automate grounded theory development in qualitative research with large language models. Using recent large language models' language understanding, generation, and reasoning capabilities, AcademiaOS codes curated qualitative raw data such as interview transcripts and develops themes and dimensions to further develop a grounded theoretical model, affording novel insights. A user study (n=19) suggests that the system finds acceptance in the academic community and exhibits the potential to augment humans in qualitative research. AcademiaOS has been made open-source for others to build upon and adapt to their use cases.
- Asia > Japan > Honshū > Chūbu > Toyama Prefecture > Toyama (0.04)
- North America > United States > Ohio (0.04)
- North America > Canada (0.04)
- (2 more...)
- Questionnaire & Opinion Survey (1.00)
- Instructional Material (1.00)
- Overview (0.92)
- Research Report > Experimental Study (0.68)
- Law (1.00)
- Health & Medicine > Consumer Health (1.00)
- Government (1.00)
- (3 more...)
The Present Phase of Stagnation in the Foundations of Physics Is Not Normal - Facts So Romantic
Nothing is moving in the foundations of physics. One experiment after the other is returning null results: No new particles, no new dimensions, no new symmetries. Sure, there are some anomalies in the data here and there, and maybe one of them will turn out to be real news. But experimentalists are just poking in the dark. They have no clue where new physics may be to find.