8. The Experience API is a standard way of
talking about our experiences, using data.
9.
10. The Experience API (xAPI)
• Can track many different types of experiences — including things that
people do on the web, in mobile applications, with wearables, in
classrooms and in workplace environments
• Moves beyond a web-based, didactic model
• Promotes better design and technology practices
• Makes integration with other systems and practices easier
• Provides a way to gather and use more useful information.
11. It answers a lot of ‘How’ type questions…
• How can I inform better business decisions?
• How do I avoid locking us into a solution?
• How can I make investments in learning development last longer and
more future-proof?
• How can I make sure what I evaluate today is useful in the future?
• How will I connect a learner’s activities across multiple applications?
12. How Does Experience API Work?
• People interact with “stuff”
(i.e. content, apps, business systems, etc.)
• These interactions are observed and described in JSON.
• The “stuff” sends the statements to a Learning Record Store.
13. What is a Learning Record Store, or LRS?
• It’s a database that stores activity statements - the “data”
• LRSs can be software (even hardware) that stands on its own.
• LRSs can be a part of data appliances, enterprise applications and
learning management system (LMS)
14. User Management Learning Records Scheduling
Course
Management
Statistics Grade Book
Tracking eLearning Content Storage Search
Assignments Sequencing Delivery
Preferences Reports Assessment
15. Someone Did Something
Activity Statements are “Observations”
Actor Verb Object
(To Someone) (Using Stuff) (With Some Result)
16. {
"actor": {
"mbox": "mailto:n3ed8rw7r39@adlnet.gov",
"name": "n3ed8rw7r39@adlnet.gov",
"objectType": "Agent"
},
"verb": {
"id": "http://adlnet.gov/expapi/verbs/passed",
"display": {
"en-US": "passed"
}
},
"object": {
"id": "http://z2.vc/xapi/activities/passed",
"objectType": "Activity",
"definition": {
"name": {
"en-US": "HTML5 data attribute prototype"
},
"description": {
"en-US": "Example generation of a passed activity using an HTML5 data attribute with unobtrusive js"
}
}
},
"id": "d3574611-8092-4616-bfdc-4f48933a0d42"
}
19. Adaptive Learning assesses someone’s current
knowledge state and recommends a sequence of
activity that moves that knowledge state toward a
defined learning outcome.
20. CMI5 is a profile of xAPI that defines
“plug-and-play” interoperability between
learning content activities and LMSs.
21. A profile is a set of rules that govern
how to use xAPI in specific ways for
specific experiences.
22. Sometimes a profile is called a recipe. When
followed, it ensures consistent data to describe
similar activities can be generated by different
activity providers.
23. Interoperability is the expectation that what works
in one system will work in a set of other systems by
default with no configuration necessary.
24. For xAPI, interoperability means that data created
in one system can be shared with appropriate
security and used by other systems with complete
integrity and authority.
31. Mindsets
Systems Thinking Integration Facilitation
A Maker Mindset
Assume you have permission
to tinker
Make, maintain and grow
useful connections
Surface goals big & inviting
enough to motivate action
Be The Change
Interrogate perceived
boundary conditions
Identify new paradigms
supported by both sides of
double-binds
Inspire others, modeling how
to navigate through shifting
paradigms
“Yes. And..”
Augment rather than change
discrete systems
Seek connections and
overlaps that add value
beyond the immediate
context
Help others avoid negation
32. Who puts xAPI solutions together?
Technology Partners
Vendors, consultants, tool providers, etc.
Your Team
Stakeholders, team members, customers.
33. How xAPI solutions happen…
• Use a tool that is built with xAPI, natively, from the ground-up
( “Native” )
• Leverage an existing data source that is modified, extended or
translated into xAPI ( “Modified” )
• Build Your Own ( “BYO” )
34. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
35. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
36. Questions for technology partners
If there’s support for xAPI from the ground-up…
• What activities are designed?
37. Common Needs
Social Custom mobile applications Play existing courses Create new courses
Track/report progress
Off-the-shelf applications
integration
Testing Competency management
See the learner’s journey See content usage Work activities Sensors
Simulations Recruitment Compliance activity Reporting
38. Questions for technology partners
If there’s support for xAPI from the ground-up…
• What activities are designed?
• How are activities tracked?
39. Recipes and Profiles
• Communities of Practice
• Controlled Vocabularies
• Domain Profiles
40. Questions for technology partners
If there’s support for xAPI from the ground-up…
• What activities are designed?
• How are activities tracked?
• What data points are in each statement?
42. Questions for technology partners
If there’s support for xAPI from the ground-up…
• What activities are designed?
• How are activities tracked?
• What data points are in each statement?
• How do I input or change endpoint credentials?
43. Prompt Hack Fixed
You’ll have a prompt to
input one or multiple LRS
endpoint credentials.
As an example, while
there’s a default
configuration, there’s
JavaScript or other code
as an interface that can be
amended with knowledge
of how the technology
works.
The technology is in a
published or executable-
only state (a .exe file, a .swf
file — something server
side) that makes it difficult
if not impossible to
change.
44. Questions for technology partners
If there’s support for xAPI from the ground-up…
• What activities are designed?
• How are activities tracked?
• What data points are in each statement?
• How do I input or change endpoint credentials?
• How does it rely on the LMS or other software applications?
45. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
46. Questions for your team
If considering a tool built with xAPI from the ground-up…
• Is what’s baked-in going to be enough?
• Does the right data align across tools?
• If not…
can we support our own unbiased reporting,
knowing the caveats?
47. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to
xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
48. Questions for technology partners
If there’s support for APIs or other data sources that can translate to
xAPI…
• What APIs does the technology offer?
• Of these…
Can we capture the right activities?
• What data will fill in the gaps in information we need?
49. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
50. Questions for your team
If considering a tool built for APIs or other data sources that can translate to xAPI…
• Can we get enough from this/these APIs?
• How much value will we get from this system?
• What resources will we have…
• to do custom API development?
• to keep up our code with the different specs, ongoing?
• to build the translation layer?
51. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
52. Questions for technology partners
If your technology partner will build whatever you want…
• What learning experience are you designing?
• What interactions are needed to support the learning experience
design?
53. Native Modified BYO
Technology
Partners
xAPI from
ground-up
APIs or other
data sources
that can
translate to
xAPI
Whatever
You Want
Your Team
Balancing
wants, needs
and
sustainability
Creating &
maintaining
middleware
Practices,
Resourcing &
Scaling
54. Questions for your team
If you can build whatever you want…
• What learning experience are you designing?
• What interactions are needed to support the learning experience design?
• What interactions are needed but don’t evidence or disprove the learning
experience?
• What recipes exist?
• What is the data model and information architecture it should conform with?
• What is our ability to support this at scale?
55. How do I vet technology
partners for xAPI projects?
56. When considering technology partners…
• Consider the know-how and investment of those who contribute to the
actual spec
(example: https://github.com/adlnet/xAPI-Spec/graphs/contributors)
• Consider those who can demonstrate xAPI interoperability
(example: http://tincanapi.com/2015/04/16/tale-three-lrss/)
• Consider those who stay current with the spec
(example: https://github.com/aaronesilvers/IEEE/blob/master/
2014_State_of_xAPI_Tools_Survey_Responses.csv)
• Consider those who won’t lock you into one size fits all
(example: http://connectionsforum.com/case-studies/)
59. The Data Interoperability Standards Consortium
(Data Interoperability) is the international, nonprofit organization that
will handle the operations and maintenance of xAPI into perpetuity.
62. In 2016, Data Interoperability will address...
Vocabulary Profiles Partnerships Certification Stewardship
• Federated
registry and
associated APIs,
freely available
for individuals;
fee-based for
products
• Maintained and
managed
• Schema to
validate profiles
• Recognize and
document
community-of-
practice
activities,
normalizing
profiles by
domain (vs
• Relationships
with stakeholder
groups wanting
to leverage xAPI
in their own
specs
• Supporting
interests
beyond just US
DoD
• Identifies
software and
hardware that
conforms to
requirements of
the xAPI
specification
• Guarantees
xAPI’s value
proposition
• Supports xAPI’s
relevancy to
market needs
• Provides
resources and
vehicles to
support xAPI
adoption
63. RENEWCERTIFICATION
Concept: Certification
APPLICATIONIMPLEMENTINDUSTRY KNOWLEDGE
Vendor is
interested
in offering
a product
or service
using
xAPI.
Vendor
makes
contact
with DISC
with
request
for
informatio
n.
Vendor
develops
xAPI
functionali
ty in their
product or
service.
Vendor
applies for
certificatio
n testing
of their
product or
service.
Vendor
successful
ly earns a
digital
badge
certifying
product
authentica
lly.
Vendor
renews
certificatio
n to keep
current
with any
changes
to xAPI.
64. Workstreams
INFORMATION CERTIFICATION SPECIFICATION COMMUNICATION
Federated
Registry
Index of
Certified
Products
Maintaining
Requirements
Third-Party
Testing
Program
Maintenance
Strategic
Evolution
Communities
of Practice
Working
Groups
June 2017 January 2017
September
2016
January 2017 March 2016 June 2016 March 2016 March 2016
Supporting Vendors Informing Customers Delivering Market Relevance Engaging Contributors
67. Janet Laane Effron
• Data Scientist, HT2
• Lessons Learned
DATA RULES: UNMEASURED
LEARNING’S DAY OFF
• http://investigating-
performance-0.launchrock.com
68. Rob Houck
• CTO, Learnshare
• Case Study
A Path from Training to Proficiency