Search and Retrieval

Continually improving access to learning content is at the heart of the ADL vision. There are increasingly vast supplies of content. However, much of that content is locked away in various communities behind organizational firewalls. The ability for learners and those who manage the delivery and deployment of learning to discover and subsequently access learning content in a secure manner is an ongoing challenge for ADL: this requires continued focus on interoperability, a universal infrastructure that connects different content stories and, most importantly, the collective needs of stakeholders.
The Search & Retrieval capability supports the NEXT GENERATION LEARNING ENVIRONMENT of ADL’s overarching research and development strategies.
Please visit the rest of the Search and Retrieval tabs to see our research, learn about our projects, and to get involved.
Research Summary
The Advanced Distributed Learning (ADL) Initiative’s Sharable Content Object Reference Model (SCORM®) has evolved to provide a modular, object-based design approach for digital objects that solved key interoperability and reusability issues across many learning systems in industry and government. SCORM has enjoyed widespread international adoption, has become a de facto standard in many learning communities, and is supported by Department of Defense (DoD) policy. While SCORM advances the state of the art in designing and creating interoperable and reusable objects, it does not address finding and reusing objects after they have been created.
In 2003, ADL began work to solve this problem. As its sponsor observed, “It doesn’t do much good to have interoperable and reusable digital objects if people can’t find and use them.” ADL launched an investigation into the difficulties and realities of object creation, storage, and management and uncovered the limitations and problems encountered by others in related fields, such as library science, computer and network systems design, and publishing. As ADL investigated these fields and formulated high-level requirements for the learning community, it quickly found that many problems had not been solved by others and that the problem space was much more complex than it first appeared.
CORDRA
This led to the creation of a new approach to discover and use distributed digital objects known as the Content Object Repository Discovery Registration/Resolution Architecture (CORDRA). CORDRA defined three processes for obtaining digital objects that precisely meet the needs of learners and developers: contextualization, discovery, and resolution. With CORDRA, context defines discovery criteria, which then identify relevant objects that can be resolved to a location and then retrieved and delivered to the user. The first publicly available implementation of CORDRA was the ADL Registry.
ADL Registry
The ADL Registry provides a mechanism to search for digital objects within DoD and enables their discovery and reuse by the DoD learning community and by other communities concerned with learning technology.
The primary goal of the ADL Registry is to provide the means to register, search for, and discover digital objects developed by many independent developers. The registry assumes that objects created locally will be stored in digital repositories. It makes no assumptions about how repositories are implemented or administered. This approach has minimal impact on repository business practices by accommodating a wide variety of implementations, business rules, and workflows. The ADL Registry addresses the needs of DoD. Other CORDRA registries can be implemented for other communities (see http://doregistry.org for generic CORDRA registry source code). The ADL Registry provides a means to gather, or federate information about digital objects from multiple sources and then index that information so that developers and users can discover, locate, and access the objects they need (see ADL Registry and CORDRA documentation for more information).
Studies
Several studies have been conducted to examine this search and retrieval research area. In 2009, the RAND Corporation published its monograph entitled The Prospects for Increasing the Reuse of Digital Training Content (see http://www.rand.org/pubs/monographs/MG732.html). In the same year, ADL determined that there was a need to identify a permanent host for the ADL Registry and to also re-examine the ADL Registry from a performance and technology perspective. Booz Allen Hamilton was selected to conduct an analysis to recommend a permanent host for the ADL Registry (Report). ICF International, teamed with Novonics Corporation, was selected to look at the performance issues impacting the success of the ADL Registry and to examine the technology used by successful registries and repositories for potential adoption by the ADL Initiative (Presentation).
Findings
These studies had numerous findings and recommendations. Some of these findings and recommendations are highlighted below:
- Approaches to sharing need to be easy
- Access to content is a challenge
- There is a dearth of learning content repositories
- There is a need for DoD-wide .mil discovery and access infrastructure
- There are significant economic incentives and disincentives to sharing
- There are three primary reuse strategic approaches: top-down (coordination-driven), reusable learning object (RLO), and bottom-up (asset-driven)
- Primary obstacles to implementing reuse strategies are 1) issues with metadata or repositories, 2) lack of strategic planning for reuse, 3) cultural issues, and 4) legal or security issues
Please check out our “Current Projects” tab to learn more of the specifics of our current research efforts.

The Learning Registry makes federal learning resources easier to find, easier to access and easier to integrate into learning environments wherever they are stored — around the country and the world. This will enable teachers, students, parents, schools, governments, corporations and non-profits to build and access better, more interconnected and personalized learning solutions needed for a 21st-century education. Learn more…

The ADL 3D Repository is a Web site for uploading, finding, and downloading 3D models. Any 3D model may be uploaded, but the system is optimized for certain file types including .fbx, .dae, .obj, and .3ds. The 3D Repository provides services for these optimized file types such as extracting polygon count and texture metadata, viewing models in 3D using Flash or O3D plug-ins, and converting models between these file types. Visit the 3D Repository.

The ADL Initiative is no longer supporting the operation of the ADL Registry. A general-purpose Digital Object (DO) Registry, based in part on the ADL Registry, is now available for download, installation, and use by any organization or community. The metadata that was contributed to the ADL Registry is now available in the Learning Registry. Current ADL research on search and retrieval capabilities is focused on the Learning Registry and 3D Repository projects. Visit the ADL Registry Page.
Welcome to the Search and Retrieval Resources section. If there is something that you need to know or find and cannot, please ask the experts! (helpdesk@adlnet.gov)
A Platform for Sharing 3D Models
Registries Presentation at Learning 2009 Conference
Presentation by Paul Jesukiewicz and Dr. Daniel Rehak on the Learning Registry at I/ITSEC 2011.
Presentation by Damon Regan at the ADL booth during I/ITSEC 2011.
Presentation by Damon Regan and Robert Chadwick on the 3D Repositoryat I/ITSEC 2011.
Presentation by Paul Jesukiewicz on the Federal Learning Registry at iFest 2011.
Introduction to ADL-R and CORDRA
ADL Registry, User Guide, and Metadata
Model Showing All LOM Elements
Model Showing All Envelope Elements
This document will get you rolling with creating, uploading, downloading, and verifying envelopes in and out of Learning Registry server.
This document provides the technical specification for the Learning Registry. It specifies the network model, data models and APIs.
If you have a repository with an OAI-PMH compliant interface, this utility will allow you to connect your repository with the Learning Registry to publish your metadata to the Learning Registry network.
Examples of Insert, Update, and Delete Transactions
Opens a link to Corporation for National Research Initiatives (CNRI)’s code
A link to the 3D Repository on GitHub.
A link to the Learning Registry on GitHub.
A link to the Learning Registry Wiki Examples article.
Opens a new page to YouTube
Opens a new page to YouTube
Opens a new page to the 3D Repository site
Opens a new page to the 3D Repository site
Arne Duncan, Secretary of Education, announcing the Learning Registry at the State Educational Technology Directors Association (SETDA)’s 2011 Leadership
Summit
Aneesh Chopra, U.S. Chief Technology Officer, announcing the Learning Registry at the State Educational Technology Directors Association (SETDA)’s 2011 Leadership Summit.
Dr. Laura Junor, Deputy Assistant Secretary of Defense for Readiness, announcing the Learning Registry at the State Educational Technology Directors Association (SETDA)’s 2011 Leadership Summit
Steve Midgley, Deputy Director Office of Educational Technology, U.S. Department of Education, announcing the Learning Registry at the State Educational Technology Directors Association (SETDA)’s 2011 Leadership Summit
Ignite Smithsonian Conference 2011
Learning Registry
- Join a collaboration forum to develop for/with the Learning Registry
- Join a general list for discussion and announcements
- Join the core developers’ list
- Visit the Learning Registry GitHub site
- Follow @learningreg or join the conversation on Twitter #learningreg
- Email info@learningregistry.org
Which formats can I upload?
You can upload virtually any digital format. The 3D Repository is optimized to support .dae, .obj, .fbx, and .3ds. If we see formats uploaded that aren’t in this list, we’ll review those formats over time to see if we can provide value added services for the formats.
Are these models free to use?
Each model has an associated license that is selected when the model is uploaded. We support the Creative Commons licenses and public domain options.
How do I upload a model?
Sign up for an account. Then head over to the Upload page to get started.
Who is undertaking and funding this project?
The Learning Registry project is being undertaken by a group of federal agencies including the Department of Education (Office of Educational Technology), Defense (Advanced Distributed Learning), Energy, the National Science Foundation, Smithsonian, NASA and other agencies. Funding for initial research is being provided by the Departments of Education and Defense.
Is the Learning Registry only for federal learning resources?
No, the Learning Registry is specifically designed to support sharing of information about learning resources from anyone. In our early work, we are using a lot of federal resources but we encourage anyone who manages or uses digital learning resources to participate in the Learning Registry network.
What is the purpose of the Learning Registry?
The Learning Registry project is designed to ensure that educators, learners, innovators, and the general public can access learning resources easily from a variety of platforms—websites, community portals, and other repositories of digital learning resources. Users will also be able to contribute to the registry their own knowledge about existing and new learning resources and about how the resources are used.
The Learning Registry will be a permanent network of digital learning resource providers. It will enable each provider to share its content with any other repository or resource aggregator that wants to harvest it. With this integration, a user need search only a single website to find resources produced from many sites. The Learning Registry will be robust, having no single point of failure or control, and flexible, allowing different levels of participation.
How is the Learning Registry different from other, similar technologies?
The Learning Registry is a very thin slice of a very big learning ecosystem. Providing a technique for resource discovery and a basic metadata amplification network that is agnostic as to metadata and resource format and which permits unplanned, scalable network growth, allowing new participants easy inroads to connection does not appear to have been accomplished.
The Learning Registry project team has no desire to invent any new formats, standards, specifications or technology. Where a solution that meets the project team’s requirements can be identified, the team is quite interested in utilizing that solution. So far, the team has encountered a number of highly successful projects and tools, and plans to integrate with these in every economically and technically feasible way.
Team
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Search and Retrieval Lead – Damon Regan
Damon Regan is an Associate with Booz Allen Hamilton supporting the Advanced Distributed Learning Initiative as a Technical Team Lead. He is currently focused on enabling the discovery and access of learning content. Damon is a Ph.D. candidate in Instructional Technology at the University of Central Florida. He has an MBA from Rollins College and a B.S. in Computer Science from the University of Central Florida.
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Robert Chadwick
Technical Team Member
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Walt Grata
Technical Team Member
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Austin Montoya
Technical Team Member
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Lou Wolford
Technical Team Member
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Alan Workman
Technical Team Member
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