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Type: Epic
Resolution: Won't Do
Priority: Minor
Fix Version/s: None
Affects Version/s: 3.6
Component/s: Analytics
Labels:
None

Affected Branches:
MOODLE_36_STABLE
Epic Name:
Analytics post 3.5 follow ups

This Epic holds the proposed plan for Project Inspire Phase II, in which the community will be empowered to create, test, and share models, without requiring PHP coding or Moodle developer skills.

The following issues are of the highest priority:

All bugs identified in 3.4 and 3.5 testing cycles
Metadata additions: Site ~~MDL-57900~~, Activity ~~MDL-57901~~ and Course ~~MDL-59022~~ (necessary to improve model fits and generalizability)

~~MDL-59208~~ Allow targets to override access control to predictions (otherwise we cannot deliver insights to anyone except instructors and managers)

~~MDL-60944~~ Allow model configurations to be imported and exported (development already in progress)

~~MDL-61806~~ Implement UI for creating and editing learning analytics based on reports - this is the key new feature, which will make it possible for non-developers to construct models and share them, including model training data. This will lower the priority of many of the other feature requests in the backlog.

Alternatively, ~~MDL-62293~~ is a proposal to implement a UI for creating and editing simple learning analytics models based only on events.

For the use of analytics in large courses, especially MOOCs, the following is critical:
~~MDL-62191~~ Allow bulk actions to notifications from learning analytics

Finally, ~~MDL-62192~~ Display accuracy of models more prominently and with more detail is an important feature to support researchers developing and testing models.

has a non-specific relationship to

MDL-57901 Add Activity (Course Module) metadata to support learning analytics

Closed

MDL-65239 New target for "unexpected grade"

Closed

MDL-65240 New target: "Course grades will not follow normal distribution"

Closed

MDL-65288 Follow up on inaccurate predictions

Closed

MDL-65370 Provide tools to check for bias in analytics models

Closed

MDL-62293 Implement UI for creating and editing learning analytics models based on Events

Closed

MDL-63551 Create generalized time-splitting method for analytics API

Closed

MDL-65903 Allow administrator to specify who will receive an insight

Closed

MDL-66240 Allow user to create static model from the web UI

Closed

MDL-67249 Allow analytics model evaluation to run as scheduled task

Closed

is child of

MDL-59208 Allow targets to override access control to predictions

Closed

is parent of

MDL-60629 Community of inquiry model taking into account overrides

Closed

MDL-61032 Support deleting of models

Closed

MDL-61145 Random core_analytics_prediction_testcase.test_ml_evaluation failure

Closed

MDL-57900 Add Site metadata to support learning analytics

Closed

MDL-60520 Let models use different machine learning backends

Closed

MDL-57899 Add Course Section metadata to support learning analytics

Closed

MDL-57901 Add Activity (Course Module) metadata to support learning analytics

Closed

MDL-59022 Add Course metadata to support learning analytics

Closed

MDL-59059 Release built-in predictions models with trained models

Closed

MDL-59210 Support more social breadth levels than 2

Closed

MDL-60521 Allow indicators to be configured

Closed

MDL-61806 Implement UI for creating and editing learning analytics models based on reports

Closed

MDL-57902 Enhance Grade Import feature to allow multiple course final grade imports

Closed

MDL-57903 Identify data elements by privacy level and IEEE LOM

Closed

MDL-57905 Provide a display of relative importance of features in engine

Closed

MDL-58975 Add a warning on courses where start and end dates look wrong

Closed

MDL-58976 Add other built-in prediction models

Closed

MDL-58984 Improve communication between machine learning backends and moodle

Closed

MDL-59018 Allow targets to limit the available indicators to indicators that do not depend on time

Closed

MDL-59024 Implement a basic subject and level taxonomy for Moodle courses

Closed

MDL-59043 Add active / passive classification to events API

Closed

MDL-59044 Expand machine learning backend API to support other models than binary classifiers

Closed

MDL-59058 Make insights notifications optional

Closed

MDL-59221 Complete mod_data and mod_glossary cognitive depth to 5

Closed

MDL-59223 Improve datasets handling when there is just 1 file

Closed

MDL-59899 Add model idnumber field

Closed

MDL-59996 Extra locking analytics processes

Closed

MDL-60507 Do not flag a model as trained until an important amout of the site analysable elements have been analysed

Closed

MDL-60532 Mark time splitting methods as mandatory field while editing model

Closed

MDL-60534 Create a new function to set course start and end date for masses of courses

Closed

will be (partly) resolved by

MDL-62080 Integrate a customizable report builder into core

Closed

will help resolve

MDL-60944 Allow models to be created, deleted, imported and exported

Closed

(5 has a non-specific relationship to, 1 is child of, 30 is parent of, 1 will be (partly) resolved by, 1 will help resolve)

Assignee:: Unassigned

Reporter:: Elizabeth Dalton

Participants:: David Monllaó, Elizabeth Dalton

Votes:: 10 Vote for this issue

Watchers:: 12 Start watching this issue

Created:: 24/Apr/18 2:27 PM

Updated:: 23/Jun/23 1:44 PM

Resolved:: 23/Jun/23 1:44 PM

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