Classroom Presentation & Interactive System: Usability and Effectiveness
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
PowerPoint presentations for classroom teaching, has become routine in the university teaching activities. However, there are many problems in the presentation of the application in classroom, for which researchers are developing a number of solutions. Compared to hardware solution, PowerPoint-based classroom interactive software has more advantages, and has strong promotional value. The key factor for success of software products is really to provide users with a satisfactory service, enabling users to adopt a strong will, and get a good use of effects. To this end, the present research has chosen two certain classroom interactive software (Microsoft Interactive Classroom and UW Classroom Presenter), through two pilot programs to field experience and comparative experiments, questionnaires and interviews the primary means of user willingness to adopt these products and the effect of satisfaction. The results show that teachers and students after the first exposure of such software have shown a high adoption intention. They have higher satisfaction for the basic functions of the software and good reaction. In the end, the paper also discusses the software problems and the lack of research.
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 | 0.000 | 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