Conveners
ML-assisted and more general data workflows
- Joerg Schaarschmidt (Karlsruher Institute of Technology)
Qualitative research involves a large number of different analysis methods, which are increasingly supported by the use of qualitative data analysis software. In addition to larger closed commercial software products, there are a number of open source projects that implement individual analysis methods. A major problem for the sustainability of these fragmented software projects is the lack of...
Generative AI has generated enormous interest since ChatGPT was launched in 2022. However, adoption of this new technology in research has been limited due to concerns about the accuracy and consistency of the outputs produced by generative AI.
In an exploratory study on the application of this new technology in research data processing, we identified tasks for which rule-based or...
In artificial intelligence (AI), the Autonomous Agent Architecture (AAA) is a fundamental framework through which agents interact with their environment. The AAA leverages the Observe-Think-Act loop that allows either software or physical agents to reason within dynamic domains. This loop consists of three stages: observing data, reasoning about it, and finally acting based on the decisions...
