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| Section | Weight | Objectives |
|---|---|---|
| Segmentation and Audience Management | 15% | - Segment building and logic
|
| Destinations and Activation | 16% | - Activation workflows and delivery
|
| Architecture and Data Model | 20% | - Platform architecture and components
|
| Identity and Profile Management | 22% | - Profile composition and calculation
|
| Privacy, Governance and Security | 9% | - Security and access control
|
| Data Ingestion | 18% | - Data preparation and transformation
|
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NEW QUESTION # 43
Which type of attributes or fields can be exported to batch destinations in Real-Time CDP?
Answer: B
NEW QUESTION # 44
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: A
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 # 45
A data engineer must set up alerts for a Real-Time CDP project. Which two channels of Alerts are available to the engineer? (Choose two.)
Answer: A,B
NEW QUESTION # 46
A data architect creates two XDM schemas: Schema A and Schema B. What are the three requirements for defining a schema relationship so that Schema A references Schema B for multi-entity segmentation? (Choose three.)
Answer: B,C,E
NEW QUESTION # 47
A retail organization is Introducing an e-commerce channel and would like to integrate the customer's browsing and online purchase data into the Real-Time Customer Profile The data structure of the clickstream event being captured is as follows:
The architect decides to separate 'pages.vislted" and 'purchases' Into different schemas.
Which Experience Data Model XDM schema classes would be used to model the browsing activity and the purchase activity?
Answer: A
Explanation:
In Adobe Real-Time Customer Data Platform, the classification of data into Experience Data Model (XDM) classes depends on the nature of the information-specifically whether it describes a state or an event. Both
"browsing activity" (page visits) and "purchase activity" are fundamentally behavioral, time-series events that occur at a specific point in time.
TheXDM ExperienceEventclass is purpose-built to capture these "point-in-time" occurrences. For browsing data, each page view is an event with a timestamp and specific attributes (like page name). Similarly, a purchase is a discrete transaction that happens at a particular moment. Modeling both as ExperienceEvents allows theReal-Time Customer Profileto maintain a chronological timeline of a customer's journey, which is essential for calculating journey-based metrics and triggering real-time orchestration.
Option A and B are incorrect because theXDM Individual Profileclass is intended for persistent, slow- changing attributes (such as name, email, or loyalty tier) rather than transactional or behavioral data. Storing purchase data in a profile schema would fail to capture the historical context of multiple transactions. Option D is incorrect because "XDM Product" is typically a lookup schema used to provide descriptive details about a SKU, not to record the act of purchasing itself. By utilizing the ExperienceEvent class for both activities, the architect ensures that the data is optimized for theSegmentation Service, allowing for complex queries like
"customers who viewed a product but did not purchase it within the last 24 hours."
NEW QUESTION # 48
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