Usability of the Academic Library Web Site: Implications for Design
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Today’s savvy library users are starting to equate the library Web site with the physical library. As they accomplish, virtually, many personal activities such as online shopping, banking, and news reading, they transfer those experiences to other activities in their lives. This increases their expectations about the functionality of a library Web site and how one interacts with it. The purpose of this study was twofold: to assess the usability of an academic library Web site and to better understand how faculty and students complete typical tasks using one. Thirty-three typical users successfully completed 75 percent of a set of typical tasks in about two minutes per task and were satisfied with the clarity and organization of the site. Despite their success in completing the tasks, however, they experienced difficulties in knowing where to start and with the site’s information architecture—in particular, with interpreting the categories and their labels. The authors concluded that library Web sites fail to take into account how people approach the information problem and often reflect traditional library structures.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it