A data architect at a healthcare organization is designing an Adobe Experience Platform data model for the Real-Time Customer Profile. The objective is to capture patient encounters which include vitals, treatments, diagnoses, and prescriptions, along with patient profile data. The architect has the following schemas for each of these data sources:Vitals: Patient ID, Timestamp, Blood Pressure, Heart Rate, Respiration RateTreatment: Patient ID, Timestamp, Treatment Code, Treatment DescriptionDiagnosis: Patient ID, Timestamp, Diagnosis Code, Diagnosis DescriptionPrescription: Patient ID, Timestamp, Drug Name, Dose, FrequencyPatient Profile: Patient ID, First Name, Last Name, Date of Birth, GenderWhich two strategies should the data architect use to correctly model these data sources in Adobe Experience Platform to achieve a holistic patient profile in the Real-Time Customer Profile? (Choose two.)
Answer(s): B,D
Use the ExperienceEvent class for vitals, treatment, diagnosis, and prescription datasets: These represent time-series healthcare interactions (encounters), which should be modeled as Experience Events to capture their temporal nature.Use the Individual Profile class for the patient profile dataset: Patient demographic and identity data belongs in the profile class to form the persistent Real-Time Customer Profile.
A media company uses Adobe Experience Platform to process large quantities of media consumption data. This data was previously stored in a relational database management system (RDBMS) but has been migrated to the Adobe Real-Time CDP's NoSQL data model for improved scalability and performance. The data set includes information such as user ID, media content ID, play duration, pause durations, and timestamps of each interaction. Which combination of Experience Data Model (XDM) schemas should be used to efficiently capture and retrieve this data with the Adobe Real- Time CDP's NoSQL data model, considering the real-time analytics needs?
Answer(s): B
The correct approach is to use an XDM Individual Profile schema for user ID (to persistently identify each user) and an XDM Experience Event schema for media consumption data (play duration, pause durations, and timestamps). This separation allows real-time analytics on time-series media interactions while maintaining a stable user profile for identity resolution and personalization.
A leading clothing retail company is in the process of migrating from a relational database management system (RDBMS) to Adobe's Real-Time CDR Currently, their RDBMS includes tables for Customers, Orders, and Items with appropriate relationships. The customer table includes customer profiles, the order table details the orders made by the customers, and the items table holds information about the items purchased.The Adobe Real-Time CDP uses Experience Data Model (XDM), a standard schema model that allows users to combine, capture, and process customer data. The aim is to integrate the current RDBMS data into the Adobe Real-Time CDP's XDM schema while maintaining the integrity and relationship of the data.What is the most efficient way to structure the RDBMS data into Adobe Real-Time CDP's XDM data model?
Answer(s): C
The most efficient strategy is to create separate XDM schemas for each table (Customers, Orders, and Items) and define relationships using identifier fields. This approach preserves the relational integrity of the originalRDBMS within Adobe Real-Time CDP's XDM model, while enabling flexible linkage through unique identifiers such as customer ID and order ID. It ensures accurate profile stitching and maintains scalability in the NoSQL environment.
An Adobe Experience Platform data engineer has been given a data model from an existing customer relationship management (CRM) system. The data model includes various entities such as Customers, Orders, and Products. The Orders entity includes a productID field which is a foreign key to the Products table. It has been decided that the product information will not be loaded into the Adobe Experience Platform, only the productID will be used and any product detail will be obtained from a separate API if needed.The data engineer must now consider the best way to create the Experience Data Model (XDM) schema for the Real-Time Customer Profile in Adobe Experience Platform.What is a proper and effective strategy to model this data in Adobe Experience Platform considering that only product IDs will be ingested and actual product details will be obtained via separate API if needed?
The most effective strategy is to include the productID field in the Orders schema and not model the Products schema. Since product details will not be ingested into Adobe Experience Platform and will instead be retrieved from an external API, there is no need to maintain a Products schema. Storing only the productID in the Orders schema maintains the link while avoiding unnecessary schema complexity.
A healthcare organization uses a Relational Database Management System (RDBMS) to store information about patients' medical histories. The data is organized into two main tables: "Patients", which stores data on individual patients, and "Visits", which stores data on each patient visit. Each row in the "Visits" table is linked to a row in the "Patients" table, forming a one-to-many relationship. The organization wants to migrate this data to Adobe Real-Time CDP to deliver personalized experiences to patients based on their medical histories and requires that preservation of the one-to-many relationship between patients and visits be maintained.Which data modeling approach should the organization adopt when translating this RDBMS data model to Real-Time CDP's NoSQL data model?
The correct approach is to store the "Patients" data in one XDM schema (Individual Profile) and the "Visits" data in a separate time-series schema (Experience Event), connecting them via a common identity such as patient ID. This preserves the one-to-many relationship between patients and visits while aligning with Adobe Real-Time CDP's best practice of keeping profile data persistent and event data time-series based.
Which two are required to define a one-to-one relationship between schemas? (Choose two.)
Answer(s): A,D
Both schemas must have defined primary identities using the same namespace: Required so the one-to-one mapping can be resolved accurately by Adobe Experience Platform.A dedicated relationship field must be added to a source schema: This field establishes the explicit link to the reference schema, enabling the one-to-one relationship.
A data engineer creates a custom identity namespace within Adobe Experience Platform. However, this custom Identity namespace is the wrong Identity type.What would the data engineer do to correct the situation?
Answer(s): D
Once a custom Identity Namespace is created in Adobe Experience Platform, its identity type cannot be modified. The correct approach is to create a new custom Identity Namespace with the correct identity type and then use it in the schema and data ingestion process.
Which is an example of a non-distinct fragment in the profile assembly process?
Answer(s): A
A non-distinct fragment occurs when a record belongs to multiple profiles. This creates ambiguity in the profile assembly process because the record cannot be uniquely attributed to a single profile, leading to overlap or duplication across profiles.
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