LMS Machine Learning
Empower learners to discover the content they need among all the eLearning materials available in your LMS. Machine learning delivers the best possible search results—boosting learner engagement and producing valuable strategic insight.
LMS Machine Learning Drives Business Success
How do learners build skills if they can't find the content they need in your LMS? Answer: they can't. LMS machine learning connects learners with relevant content precisely when they're looking for it—boosting productivity, increasing learner engagement and providing L&D leaders actional intelligence. An LMS that leverages this technology empowers learners to quickly grasp knowledge and propels L&D initiatives forward. This makes your learning program even more valuable to your organization.
How Absorb LMS Machine Learning Works
Leveraging the power of machine learning, Smart RankingTM is an Absorb feature that provides the best possible search results—and it comes standard for all Absorb users. As users search for terms, the algorithm learns from what they select to present better results to future users. For example, if many people search for a term and most of them click on the eighth result presented, that result will move up the results, making it easier for others to discover the content they were looking for. Results are continually re-ranked based on learner choices to deliver the best, most relevant options.
Why Choose Absorb LMS with Machine Learning?
Improve the learner experience
Drive content engagement
Search Analytics Report
Administrators gain insights via a Search Analytics ReportTM showing learner search results, including:
- What terms learners queried
- If the learner used the results
- Which results were used
This report can identify content gaps, as well as identify areas where titles, descriptions or tags can be changed to improve the learner experience and search result relevancy. Reviewing search trends is one of the most accurate ways to determine what your learners want from an LMS. Reduce dead-end searches and better determine how an LMS can keep your learners engaged and eager to grow.
FAQs About Absorb LMS Machine Learning
What is machine learning?
Machine learning is a category of technologies, techniques and algorithms that take in data, learn from that data, then apply those learnings to solve a problem.
What is an example of Absorb LMS machine learning?
An example of Absorb LMS machine learning includes popular content appearing higher on search result rankings within the LMS. The Smart RankingTM feature adjusts the priority of search results based on what similar learners find relevant.
Does Absorb LMS machine learning leverage artificial intelligence (AI)?
Yes. Machine learning is a specific type of artificial intelligence. Absorb LMS leverages the AI algorithms referred as "machine learning" to deliver content search results.
Will queries from learners outside my company impact content search results?
No. Absorb LMS machine learning only analyzes and intelligently adjusts to content rankings based on the learner activity associated with your organization.
How does Absorb LMS machine learning implementation protect user privacy?
We design every Absorb feature to uphold internal standards and external compliances. Our machine learning implementations rely on a variety of different protections depending on the specific feature, including: anonymization of personal information, aggregation of metadata, creating data silos, encryption and more.