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NEW QUESTION # 27
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?
Answer: B
Explanation:
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.
NEW QUESTION # 28
A data engineer is tasked with creating a streaming segment, and the segment definition must include existing audiences and a page view web event. After selecting the evaluation method, an error occurs, allowing only batch evaluation to be used.
What are two possible reasons for this? (Choose two.)
Answer: A,B
NEW QUESTION # 29
What is a key difference between static and dynamic segments?
Answer: C
NEW QUESTION # 30
A company has a policy to restrict access of marketers from viewing PII fields within the Real- Time CDP. The data architect plans to use the attribute-based access control feature to fulfill this requirement. The data architect notices that when they apply labels in one schema, other schemas inherit those same labels.
Why is this happening?
Answer: B
NEW QUESTION # 31
A marketing firm wants to create an audience for their new campaign focusing on repeat customers. What should they use in Adobe Real-Time CDP to build this audience segment considering recency and frequency of the customer visits?
Answer: C
Explanation:
To target "repeat customers" based on specific behavioral metrics likerecency and frequency, the most effective and native approach within Adobe Real-Time CDP is to use theSegment Builderto create arule- based Audience.
Adobe's Segment Builder provides built-in aggregation functions that allow marketers to define these parameters precisely. Forfrequency, the marketer can drag an "ExperienceEvent" (such as a website visit or purchase) into the canvas and set a condition such as "At least 3 times." Forrecency, they can apply a time filter to that same event, such as "in the last 30 days." Combining these results in a dynamic audience that automatically updates as users meet the criteria.
Option A and D are incorrect because they rely on external silos; while AEP can ingest data from Analytics and Target, the goal of the CDP is to build these audiences centrally on theunified profilerather than just
"composing" from a single source. Option C is insufficient because CRM data often lacks the real-time "visit" granularity (clickstream) needed to calculate recency/frequency accurately. By using a rule-based approach within the platform, the marketing firm can leverage the full power of theReal-Time Customer Profile, combining online and offline signals to identify the most active repeat customers across all touchpoints.
NEW QUESTION # 32
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