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AI-based recommendation

  1. Learning Manager User Guide
  2. Introduction
    1. New features summary
    2. Release Notes
    3. System requirements | Adobe Learning Manager
    4. Adobe Learning Manager reference site (ALM reference site) package for AEM Sites
    5. Learning Manager compliance to GDPR
    6. Accessibility in Learning Manager
    7. Support for custom domain
  3. Get Started
    1. Getting started as Administrator
    2. Getting started as an Author
    3. Getting started as a Learner
    4. Getting started for Managers
    5. Getting started as an instructor in Learning Manager
  4. Administrator
    1. User log in
    2. Add users and create user groups
    3. Add classroom locations
    4. Create course modules, instances, and learning programs
    5. Learning Manager Content Catalog
    6. Content marketplace
    7. Reports
    8. Learning Paths
    9. Learning plans
    10. Manage Learning Manager orders and billing
    11. Job Aids
    12. Certifications
    13. Catalogs
    14. Add users in bulk
    15. Peer accounts
    16. Create and modify skills and levels
    17. AI-based recommendation of courses
    18. Gamification
    19. Customize learner homepage
    20. Badges
    21. Color themes
    22. Learner transcripts
    23. Waitlist & attendance management
    24. Fluidic player
    25. Announcements
    26. Email templates
    27. Adobe Connect integration
    28. Settings
    29. Notifications
    30. iPad & Android tablet users
    31. Getting started as Administrator
    32. Purge users
    33. Tags
    34. Learning Manager Content Catalog
    35. Custom roles
    36. Catalog labels
    37. xAPI in Learning Manager
    38. Monitoring and moderating Social Learning as an admin
    39. Enable full control of shared catalog
    40. Map skill with skill domains
  5. Integration Admin
    1. Migration manual
    2. Learning Manager Connectors
    3. Integrate Learning Manager with AEM
    4. Install Salesforce package in Learning Manager
    5. Install Microsoft Teams connector
    6. Application developer manual
    7. Learning Manager App for Salesforce
    8. Settings
    9. Manage custom roles via CSV files
  6. Authors
    1. User login
    2. Content library
    3. Creating, modify, and publish courses
    4. Catalogs
    5. Job Aids
    6. Adobe Connect integration
    7. Add learning objects in different locales
    8. User notifications
    9. Email templates
    10. How to choose course modules?
    11. Preview as learner
    12. Settings
    13. xAPI in Learning Manager
  7. Instructor
    1. Modules
    2. Managing learners for your session
  8. Learner
    1. Log in
    2. Profile Settings
    3. Catalogs
    4. Courses
    5. Fluidic player
    6. Learning Programs
    7. Certifications
    8. Job Aids
    9. Badges
    10. Skills & Levels
    11. Gamification
    12. User notifications
    13. Announcements
    14. Waitlist & attendance management
    15. Learning Manager app for Salesforce
    16. Adobe Connect integration
    17. Learner App for mobiles and tablets
    18. Social Learning in Learning Manager
    19. Adobe Learning Manager desktop application
    20. Learner home page
    21. Share to Social Learning
    22. System requirements | Adobe Learning Manager desktop application
  9. Manager
    1. User log in
    2. Manager dashboard
    3. Reports
    4. Learning Objects
    5. User notifications
    6. Learner transcripts
    7. Settings
    8. iPad & Android tablet users
  10. Frequently Asked Questions
    1. Frequently Asked Questions for Administrators
    2. Frequently Asked Questions for Authors
    3. Frequently Asked Questions for Instructors
    4. Frequently Asked Questions for Managers
  11. Knowledge Base
    1. Unable to log in to Learning Manager
    2. Learning Summary does not display current data
    3. Unable to upload a CSV
    4. Generate a HAR file
    5. L1 feedback auto popup does not appear
    6. Unable to view certain courses under catalog while creating a Certification
    7. Unable to view certain course under catalog while creating a Learning Program
    8. Issues in retiring a Learning Program
    9. Unable to assign a badge
    10. Session expires in Learning Manager
    11. Unable to search a course
    12. Troubleshoot migration issues
    13. Troubleshoot Learning Manager app issues
    14. Users get auto deleted in Learning Manager
    15. Publishing issues in the EU domain
    16. Unable to register as external user
    17. Okta Active Directory integration with Adobe Learning Manager
    18. Unable to view learners in a course
    19. Unable to view calendar
    20. Module is not marked complete after completing a course
    21. Unable to achieve a skill after completing a course
    22. Radio buttons are missing
    23. Unable to view file submissions in Learning Manager

Overview

Learning Manager includes a brand-new learner homepage, which is modern, more content-driven, and personalized according to a learner’s preferences. AI-based learning recommendations aim to enhance learner engagement and identify and address gaps in learning.

The recommendation algorithm is designed to take in multiple sources of input including Industry data on Job roles, titles and descriptions that Adobe has sourced from its partners. This data is then used to train Adobe’s AI algorithms so that Learning Manager can come up with a map that connects industry aligned skills to job titles and/or designations. This then becomes one input to the recommendation algorithm

Learning Manager then uses topic modeling algorithms to analyze the training content within an account and map them to the skills.

Learning Manager uses peer activity data as another signal to drive the recommendation algorithm in a personalized manner. Activities like enrollment, completion and any explicit feedback provided by learners is used here.

Additionally, Learning Manager uses explicit and implicit information gathered from individual learners to further personalize recommendations. A learner will be able to indicate their areas of interest explicitly through enrollments and Learning Manager will receive this information implicitly based on how the Learner ends up taking up the trainings.

Finally, the Admin will also be able to influence the recommendation algorithm using learner attributes that Learning Manager should look at when defining peer groups, and also by actually highlighting Trainings for specific user groups.  

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