Using Design Patterns as Usability Heuristics for Mobile Groupware Systems
Why this work is in the frame
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Bibliographic record
Abstract
The objective of this research was to determine the capability of design patterns to find usability issues in mobile groupware interfaces. A particular collection of patterns was used for this purpose. Patterns were obtained by identifying essential activities and collaborative tasks in the communication process among members of working groups. A previous study on said proposal suggested that design solutions offered by the patterns foster communication, collaboration, and coordination through user interface elements. This new analysis evaluated virtues of the proposal from a user interface-assessment perspective. For this purpose 6 experts on design, usability, HCI and UCD validated the heuristics, which were then applied by 12 members of an educational support group called USAER. Results suggested that proposed heuristics could provide a reliable perspective of the usability level of mobile user interfaces for groupware applications.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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