Figure 1 AI literacy development in academic library sociotechnical learning environments. Source: The author's own work A diagram illustrating the relationships among institutional conditions, sociotechnical learning environments, learning processes, librarian mediation, AI literacy outcomes, ... More about this image found in AI literacy development in academic library sociotechnical learning environ...

Figure 1 Long-tail distribution of subject headings by frequency of occurrence A line graph showing the distribution of subject headings by their frequency of use. A line graph depicts the distribution of subject headings by their frequency of use. The horizontal axis represents the frequency,... More about this image found in Long-tail distribution of subject headings by frequency of occurrence A ...

Figure 2 Distribution of title lengths in the source dataset A bar graph showing the distribution of title lengths in a dataset. The bar graph compares the number of titles in three different length categories: short titles with eight or fewer words, medium titles with nine to seventeen words,... More about this image found in Distribution of title lengths in the source dataset A bar graph showing ...

Figure 3 Flowchart of the experimental methodology A flowchart illustrating the experimental methodology for automated subject heading systems in library cataloging workflows. The flowchart outlines the process of data collection, preparation, model development, and evaluation for automated su... More about this image found in Flowchart of the experimental methodology A flowchart illustrating the e...

Figure 4 Optimal hybrid weight determination on the validation set A line graph showing the relationship between semantic embedding model weight percentage and nDCG@5 score. A line graph illustrates the relationship between semantic embedding model weight percentage and nDCG@5 score. The x-axi... More about this image found in Optimal hybrid weight determination on the validation set A line graph s...

Figure 5 Cohen's d effect size for the improvement in nDCG@5 gained by the Hybrid model over the Baseline across the four test sets A bar graph showing Cohen's d effect size for the improvement in nDCG@5 gained by the Hybrid model over the Baseline across four test sets. A horizontal bar graph... More about this image found in Cohen's d effect size for the improvement in nDCG@5 gained by the Hybrid mo...