DMF-1220 Exam Questions

The need to manage data movement efficiently is a primary driver for Data Integration and Interoperability.

The goals of Data Integration and Interoperability include:

One of the deliverables in the Data Integration and Interoperability context diagram is:

ETL is the basic process which is central to all areas in Data Integration and Interoperability. It is an abbreviation for extract, transition and load.

On example of a transformation process in ETL is:

The load step of ETL is physically storing or presenting the results of the transformation in the target system.

A synonym for transformation in ETL is mapping. Mapping is the process of developing the lookup matrix from source to target structures, but not the result of the process.

Change Data Capture is a method of reducing bandwidth by filtering to include only data that has been changed within a defined timeframe.

There are three techniques for data-based change data capture, namely:

Latency can be:

Examples of interaction models include:

As an often-overlooked aspects of basic data movement architecture, Process controls include:

Use business rules to support Data Integration and Interoperability at various points, to:

Real-time data integration is usually triggered by batch processing, such as historic data.

Integration of ETL data flows will usually be developed within tools specialised to manage those flows in a proprietary way.

E-discovery is the process of finding electronic records that might serve as evidence in a legal action.

Deliverables in the document and content management context diagram include:

Document and content management is defined as planning, implementation and control activities for storage management of data and information found in any form or medium.

The goals of implementing best practices around document and content management include:

Please select correct term for the following sentence: An organization shall assign a senior executive to appropriate individuals, adopt policies and processes to guide staff and e...

Content refers to the data and information inside a file, document or website.

ECM is an abbreviation for:

Content management includes the systems for organizing information resources so that they can specially be stored.

Content needs to be modular, structured, reusable and device and platform independent.

A controlled vocabulary is a defined list of explicitly allowed terms used to index, categorize, tag, sort and retrieve content through browsing and searching.

Taxonomies can have different structures, including:

Well prepared records have characteristics such as:

Information architecture is the process of creating structure for a body of information or content. It includes the following components:

Most document programs have policies related to:

ANSI standard 859 has three levels of control of data, based on the criticality of the data and the perceived harm that would occur if data were corrupt or otherwise unavailable, i...

A content strategy should end with an inventory of current state and a gap assessment.

Record management starts with a vague definition of what constitutes a record.

Some document management systems have a module that may support different types of workflows such as:

An image processing system captures, transforms and manages images of paper and electronic documents.

OCR is the abbreviation for Optical Character Recognition.

Reference and Master data definition: Managing shared data to meet organizational goals, reduce risks associated with data redundancy, ensure higher quality, and reduce the costs o...

The most common drivers for initiating a Mater Data Management Program are:

A goal of reference and master data is to provide authoritative source of reconciled and quality- assessed master and reference data.

Reference and Master Data Management follow these guiding principles:

Master data is an aggregation of:

Reference data management entails the preventative maintenance of undefined domain values, definitions and the relationship within and across domain values.

SOR Stands for:

A System of Reference is an authoritative system where data consumers can obtain reliable data to support transactions and analysis, even if the information did not originate in th...

A `Golden Record' means that it is always a 100% complete and accurate representation of all entities within the organization.

Master data management includes several basic steps, which include: Develop rules for accurately matching and merging entity instances.

Through similarity analysis, slight variation in data can be recognized and data values can be consolidated. Two basic approaches, which can be used together, are:

Two risks with the Matching process are:

Consistent input data reduces the chance of errors in associating records. Preparation processes include:

Match rules for different scenarios require different workflows, including:

There are three basic approaches to implementing a Master Data hub environment, including: