AI-Mediated Learning Interactions Profile

An xAPI Profile defining vocabulary, statement patterns, and activity types for recording generative AI-mediated learning interactions. Developed in support of ISO/IEC JTC1 SC36 PWI 26254 and aligned with the IEEE TLA ecosystem.

Concepts (16)

prompted

Indicates the learner submitted a prompt or query to a generative AI system during a learning activity.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/prompted`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

received AI response

Indicates the learner received a response from a generative AI system during a learning activity.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/received-ai-response`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

incorporated AI output

Indicates the learner used or incorporated output from a generative AI system into their work, submission, or assessment response.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/incorporated-ai-output`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

requested AI scaffolding

Indicates the learner explicitly requested instructional scaffolding, hints, or guided assistance from a generative AI system.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/requested-ai-scaffold`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

submitted with AI assistance

Indicates the learner submitted work for assessment in which generative AI assistance was used during the session.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-with-ai-assistance`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

submitted independently

Indicates the learner submitted work for assessment with no generative AI assistance used during the session. Enables explicit provenance assertion of independent work.

Type	`Verb`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-independently`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Interaction Session

A bounded session of one or more exchanges between a learner and a generative AI system within a learning context. Groups individual prompt-response exchanges for session-level analytics.

Type	`ActivityType`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-interaction-session`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Exchange

A single prompt-response turn between a learner and a generative AI system.

Type	`ActivityType`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-exchange`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI-Assisted Assessment

An assessment activity in which the learner had access to or used generative AI assistance. Used to type the object of submission statements for institutional analytics and governance.

Type	`ActivityType`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-assisted-assessment`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Platform

Identifies the generative AI platform used in the interaction (e.g., ChatGPT, Gemini, Claude, Copilot).

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-platform`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Model Version

Identifies the specific model version of the generative AI used (e.g., gpt-4o, gemini-1.5-pro).

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-model-version`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Session ID

A UUID linking all xAPI statements belonging to a single AI interaction session. Enables correlation of prompt, response, and submission statements for provenance analysis.

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-session-id`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Interaction Type

Classifies the nature of the AI interaction. Allowed values: prompt-response, scaffolding, feedback, generation, clarification.

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/interaction-type`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

Prompt Count

The number of prompts submitted to the generative AI system within the session. Relevant for analytics on AI reliance and scaffolding depth.

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/prompt-count`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Assistance Level

A normalized value (0.0–1.0) representing the degree of AI assistance used relative to the learner's independent work. 0.0 = fully independent, 1.0 = fully AI-generated. Intended for use in competency assertion provenance via RAP.

Type	`ResultExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-assistance-level`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

AI Output Incorporated

Boolean flag indicating whether the learner incorporated AI-generated output into their submitted work or assessment response.

Type	`ContextExtension`
IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/output-incorporated`
In Scheme	`https://tlatoolbox.com/profiles/ai-mediated-interactions/v/0.1.0`

Statement Templates (4)

Learner Prompted AI

Template for a statement recording a learner submitting a prompt to a generative AI system.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/learner-prompted-ai`
Verb	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/prompted`
Object Activity Type	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-exchange`
Context Grouping Activity Type	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-interaction-session`

Rules:

$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-platform'] [recommended]
$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-session-id'] [included]
$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/interaction-type'] [recommended]

Learner Received AI Response

Template for a statement recording a learner receiving a response from a generative AI system.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/learner-received-ai-response`
Verb	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/received-ai-response`
Object Activity Type	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-exchange`
Context Grouping Activity Type	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-interaction-session`

Rules:

$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-session-id'] [included]
$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-model-version'] [recommended]

Submitted with AI Assistance

Template for a statement recording a learner submitting assessed work in which generative AI assistance was used. Core provenance statement for institutional governance.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/submitted-with-ai-assistance`
Verb	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-with-ai-assistance`
Object Activity Type	`https://tlatoolbox.com/profiles/ai-mediated-interactions/activity-types/ai-assisted-assessment`

Rules:

$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-session-id'] [included]
$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/prompt-count'] [recommended]
$.result.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/ai-assistance-level'] [recommended]
$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/output-incorporated'] [included]

Submitted Independently

Template for a statement asserting a learner submitted assessed work with no AI assistance. Enables explicit independent work provenance for competency assertion via RAP.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/submitted-independently`
Verb	`https://tlatoolbox.com/profiles/ai-mediated-interactions/verbs/submitted-independently`
Object Activity Type	`http://adlnet.gov/expapi/activities/assessment`

Rules:

$.context.extensions['https://tlatoolbox.com/profiles/ai-mediated-interactions/extensions/output-incorporated'] [included]

Patterns (4)

AI-Assisted Submission Pattern Primary

The core provenance chain: learner prompts AI one or more times, receives responses, then submits work with AI assistance declared. Links AI interaction session to assessed submission.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/ai-assisted-submission`
Sequence	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/prompt-response-exchange` `https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/submitted-with-ai-assistance`

Prompt-Response Exchange

A single prompt-response turn: learner prompted followed by learner received AI response.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/prompt-response-exchange`
Sequence	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/learner-prompted-ai` `https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/learner-received-ai-response`

Independent Submission Pattern

Learner submits assessed work with explicit declaration of no AI assistance. Supports clean competency assertion provenance via RAP.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/independent-submission`
Sequence	`https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/submitted-independently`

Scaffolded Then Submitted Pattern

Learner attempts work independently, seeks AI scaffolding assistance, then submits with AI assistance declared. Captures escalating assistance pattern relevant to academic integrity and learning analytics.

IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/scaffolded-then-submitted`
Sequence	`https://tlatoolbox.com/profiles/ai-mediated-interactions/patterns/prompt-response-exchange` `https://tlatoolbox.com/profiles/ai-mediated-interactions/templates/submitted-with-ai-assistance`

Profile IRI	`https://tlatoolbox.com/profiles/ai-mediated-interactions`
See Also	https://tlatoolbox.com/profiles/ai-mediated-interactions/about
Author	inXsol LLC / TLA Toolbox — https://tlatoolbox.com
Concepts	16
Statement Templates	4
Patterns	4