What do teachers actually hate about the Canvas interface and how can administrators mitigate those workflow frustrations?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do teachers actually hate about the Canvas interface and how can administrators mitigate those workflow frustrations?
2 real searches · 1 real-search pass
Canvas LMS teacher frustrations interface workflow pain points gradebook assignments SpeedGrader discussion notifications administrator best practicesGoogle ↗
OBSERVEDReason
Canvas LMS instructor guides gradebook SpeedGrader course navigation notifications accessibility admin settingsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Canvas LMS teacher frustrations interface workflow pain points gradebook assignments SpeedGrader discussion notifications administrator best practices Google ↗
Canvas LMS instructor guides gradebook SpeedGrader course navigation notifications accessibility admin settings Google ↗
- Speedgrader changed with Checkpoints feature · community.instructure.com
- Speedgrader changed with Checkpoints feature · community.instructure.com
- Results of Spring 2024 Canvas surveys | IT News · hmc.edu
- Canvas The Canvas learning management system (LMS · tresystems.com
- The issues ranged from general Canvas interface queries to more complex issues having to do with integrating four software applications namely; Panopto, Voice Thread, Respondus Lockdown Browser and Turnitin. While some of these applications such as Respondus lockdown browser had been used by faculty members in Desire to Learn (D2L) LMS, they still posed a variety of integration issues in Canvas. Notes relating to issues faculty members encountered while navigating the general Canvas interface an · files.eric.ed.gov
- An Analysis of Technological Issues Emanating from Faculty Transition to a New Learning Management System | Quarterly Review of Distance Education · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Canvas LMS teacher frustrations interface workflow pain points gradebook assignments SpeedGrader discussion notifications administrator best practices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Canvas LMS instructor guides gradebook SpeedGrader course navigation notifications accessibility admin settings OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |