machine learning – OpenSesame https://www.opensesame.com/site Mon, 15 Jul 2019 16:15:10 +0000 en-US hourly 1 https://wordpress.org/?v=5.9.2 https://www.opensesame.com/wp-content/uploads/2022/07/opensesame-favicon.svg machine learning – OpenSesame https://www.opensesame.com/site 32 32 Machines as Curators https://www.opensesame.com/site/blog/machines-as-curators/ https://www.opensesame.com/site/blog/machines-as-curators/#respond Fri, 14 Jun 2019 21:02:49 +0000 https://www.opensesame.com/site/?p=11114 In a recent OpenSesame webinar David Wentworth, Principal Learning Analyst at Brandon Hall Group, and Diane Haines, VP of Marketing for OpenSesame, revealed best practices on how to get started with artificial intelligence (AI) and machine learning to curate courses for your learners. The biggest challenge with curation is that it is still an overwhelming... Read more »

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In a recent OpenSesame webinar David Wentworth, Principal Learning Analyst at Brandon Hall Group, and Diane Haines, VP of Marketing for OpenSesame, revealed best practices on how to get started with artificial intelligence (AI) and machine learning to curate courses for your learners. The biggest challenge with curation is that it is still an overwhelming and time consuming process. There’s no blueprint on best (or worst) practices for curating data in the best and most meaningful manner.

Common challenges  

Wentworth shares some interesting statistics to further the point on how content curation is impacting L&D:

    • 35% of companies from Brandon Hall Group say they have effectively defined the learning content required to satisfy each of their critical competencies (able to map the content they need in their organization for specific training).
    • 52% of companies say their catalog of elearning courses need significant or total improvements to become easy to navigate and work on multiple devices.
    • In a recent survey conducted by Brandon Hall Group, they had these findings: 50% say not enough content, 36.9% say too much old content, 35.1% say too difficult to integrate/incorporate, 31.3% say low-quality content, 29.1% say no curation, 27.6% say difficult to search, 20.1% say not enough content overall.
Remedying the situation

Haines discusses several suggestions on how to get started using data about your learners to curate. Start by organizing content libraries and look at them from different perspectives; provider, user and department. By doing this, it helps break down the process and naturally organizes the curation process. Along with that, it is critical to survey your user population to see what they think about the courses, what platform they prefer to take them on (i.e laptop, mobile, desktop) and encourage an ongoing dialogue with your learners. Open discussion allows your employees to give feedback you may not hear in surveys or other more formal channels.

AI in elearning

First off, we should probably give a brief definition of what AI is. Simply put, it’s computers taking on human behavior. Uber is a great example of this, where they use historical data to compute ETA’s, optimal pickup spots and fares. With this example it’s easy to see how AI can be leveraged for elearning. Here are a few more examples:

  • Air Methods, a medivac helicopter company, uses AI to adapt employee training in real time based on employees pace and answering accuracy.
  • IBM uses AI internally for new employees and Just-in-Time (JIT) training. Say a new employee at IBM is hosting their first meeting with a team after being there just a few weeks. Their JIT training will send the employee an email asking if they would like a quick course on how to run a meeting at IBM a day before the set meeting.

How OpenSesame Uses AI

OpenSesame Smart Lists leverage machine learning for content curation. It’s built specifically to help you create lists of courses on one or multiple training topics specific to your organization. Smart Lists use a powerful algorithm that takes into account your prior course selections, course completions, and learner ratings, combined with an intuitive list builder to recommend courses that fit your training needs. For more information on how OpenSesame can save you time and money by curating the right courses for your organization, contact us at info@opensesame.com today.

You can watch the full webinar “Machines as Curators” on-demand here

We hope you find this information useful and valuable to your organization.


About the author: Parker Abena, a summer marketing intern at OpenSesame, is a senior at the University of Nebraska-Lincoln. He looks forward to moving out to PNW after school.

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Save time curating courses with machine learning-driven OpenSesame Smart Lists https://www.opensesame.com/site/blog/save-time-curating-courses-machine-learning-driven-opensesame-smart-lists/ https://www.opensesame.com/site/blog/save-time-curating-courses-machine-learning-driven-opensesame-smart-lists/#respond Mon, 26 Nov 2018 00:00:00 +0000 /site/?p=1503 In today’s digital information age, the amount of information and data we have can be a double-edged sword. On the one hand, we have access to almost any information at any time. But on the other, it can be challenging to filter through it all to find exactly what we need. The same is true... Read more »

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In today’s digital information age, the amount of information and data we have can be a double-edged sword. On the one hand, we have access to almost any information at any time. But on the other, it can be challenging to filter through it all to find exactly what we need.

The same is true in L&D when curating elearning courses for your learners. We often hear from organizations like yours that the time it takes to find, curate, and deploy courses in your LMS can be enormous.

This is why we’re so excited about OpenSesame Smart Lists—leveraging machine learning for content curation, it’s built specifically to help you create lists of courses on one or multiple training topics specific to your organization. Smart Lists use a powerful algorithm including your prior course selections, course completions, and learner ratings, combined with an intuitive list builder to recommend courses that fit your training needs.

How to use Smart Lists

Using Smart Lists is easy—and fast. Log into your OpenSesame account and select My Lists from your account menu in the top right corner. If you’ve used OpenSesame Lists, you’ll see your existing Lists. To quickly find new course recommendations, simply click New Smart List.Next, provide your preferences for training topics, language, seat time, and if you prefer courses in the OpenSesame Plus subscription.

You can create your course list from here by clicking Create your list, or choose advanced options to select specific publishers, course features, and if you prefer new courses.

Your course recommendations will be presented in a new List with each training topic organized in a separate group with the top five courses each. For easy organization and tracking, the List title defaults to the date it was created, which you can edit, along with the description.As with other Lists you’ve created yourself, you can share them with your stakeholders to collaborate, give and receive feedback, preview course demos, and add all or selected courses to your LMS.

How to use Smart Groups

To further save you time curating courses for your learners, we’ve also added Smart Groups—a quick way to add courses to Smart Lists or lists you create yourself. To search for and add additional courses to an existing List, simply click Add Courses located next to the course group.With the Smart Groups panel, you can browse additional course recommendations for the selected group. The courses displayed are based upon the keyword (group name) and the recommendation algorithm tailored to your organization’s preferences.You can change the keyword or set a variety of filters to further refine your results, including seat time, languages, course features, publishers, new or mobile-ready courses, and those available in the OpenSesame Plus subscription. See a course you like? Add it to the List by clicking on the Add to list icon. Once you’ve created and refined your course list, you can easily add it to your LMS and deploy it to your learners.

For more information contact your Customer Success Manager or our Customer Support team.

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