Collection Management and Optimization

For this use case, LLMs would analyze the circulation statistics for a libraries collection and recommend books and other materials for weeding or transfer to off-site facilities based on usage and other metrics.

• Could LLMs in conjunction with other AI technologies streamline this analysis and reporting?
• What privacy implications are there for training the model with user data?
• How might a LLM interact with a similar system in a consortium to determine collection priorities?

Stakeholders

Requirements

Possible Workflow

Resources

• R-Moreno, M. D., Castaño, B., Barrero, D. F., & Hellín, A. M. (2014). Efficient services management in libraries using AI and wireless techniques. Expert Systems with Applications, 41(17), 7904-7913.