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A data architect is designing a Real-Time Customer Profile to capture user interactions across multiple channels for an online media company. The company tracks user interactions such as article reads, video views, and ad clicks across its website, app, and email newsletters. Currently, the Real-Time Customer Profile schema design contains a User Profile Class and an Experience Event Class. The Experience Event Class captures each interaction as a separate event record and contains an identity field (user_id) linking to the user profile. Upon review, the data architect realizes that the schema design is unable to accurately capture the sequence of interactions made by a single user during one session (defined as a continuous period of activity without more than 30 minutes of inactivity). How should the data architect modify the schema design to better capture the sequence of user interactions within a single session in the Real-Time Customer Profile?
Correct Answer: A
In Adobe Real-Time CDP, theExperience Data Model (XDM)is designed to separate static attributes from time-series data. TheXDM ExperienceEvent Classis specifically intended to capture "point-in-time" occurrences, such as clicks, views, or purchases. To accurately track and sequence user interactions within a specific session, the most effective architectural approach is to include a session identifier directly within the ExperienceEvent schema. By adding asession.id(typically via the Adobe Analytics or Web SDK mixin) to the ExperienceEvent record, each discrete event is tagged with a unique identifier that persists for the duration of the user's activity. Thisallows the Real-Time Customer Profile to not only link events to a specific individual via the Identity Map but also to group and sequence those events chronologically within a specific visit. Options B and C are incorrect because theXDM Individual Profile Classrepresents the "state" of a user (e.g., name, email, subscription status) rather than a sequence of transient actions; storing a session ID there would result in data overwriting and a loss of historical session context. Option D is unnecessary because XDM is built on a flat, denormalized event structure; creating a separate schema for sessions would introduce unnecessary complexity in relationship mapping and decrease performance for real-time segmentation. Therefore, modifying the ExperienceEvent schema to include a session identifier is the standard best practice for session-based behavioral analysis and journey orchestration.