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Question 87/368

Data Standards used by the enterprise must:

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Question List (368q)
Question 1: Taxonomies can have different structures, including:...
Question 2: When it comes to Data Governance, what does the Operations P...
Question 3: E-discovery is the process of finding electronic records tha...
Question 4: Technical Metadata provides data about the technical data, t...
Question 5: The CAP theorem asserts that the distributed system cannot c...
Question 6: The difference between warehouses and operational systems do...
Question 7: The most common drivers for initiating a Mater Data Manageme...
Question 8: Data Governance requires which of the following?...
Question 9: Data asset valuation is the process of understanding and cal...
Question 10: Which of the following is a Data Quality principle?...
Question 11: Examples of technical metadata include:...
Question 12: Governance ensures data is managed, but is not include the a...
Question 13: The Belmont principles that may be adapted for Information M...
Question 14: SPARC published their three-schema approach to database mana...
Question 15: Which of the following is a type of data steward?...
Question 16: The percentage of enterprise computers having the most recen...
Question 17: The main difference between a System of Record and a System ...
Question 18: Please select the transition phases in Bridges' Transition p...
Question 19: Big data primarily refers specifically to the volume of the ...
Question 20: Effective document management requires clear policies and pr...
Question 21: Layers of data governance are often part of the solution. Th...
Question 22: DAMA International's Certified Data Management Professional ...
Question 23: The DMBOK "Environmental Factors Hexagon" shows the relation...
Question 24: GDPR came into affect in May. 2018. What organization is res...
Question 25: Over a decade an organization has rationalized implementatio...
Question 26: A catastrophic system failure due to processing attachments ...
Question 27: Data modelling is most infrequently performed in the context...
Question 28: Which of these is NOT a component of an enterprise wide data...
Question 29: Integrating data security with document and content manageme...
Question 30: Please select valid modelling schemes or notations...
Question 31: Data security internal audits ensure data security and regul...
Question 32: Please select the answer that best fits the following descri...
Question 33: The business case for enterprise warehousing is:...
Question 34: Use business rules to support Data Integration and Interoper...
Question 35: A general principle for managing metadata includes Responsib...
Question 36: An implemented warehouse and its customer-facing BI tools is...
Question 37: Sustainable Data Governance depends on:...
Question 38: When data is classified as either security data or regulator...
Question 39: The ISO 11179 Metadata registry, an international standard f...
Question 40: What is one of the most important things about collecting da...
Question 41: A staff member has been detected inappropriately accessing c...
Question 42: The steps followed in managing data issues include:...
Question 43: In 2009, ARMA International published GARP for managing reco...
Question 44: Disciplines within the enterprise architecture practice does...
Question 45: Data Governance focuses exclusively on:...
Question 46: The neutral zone is one of the phases in the Bridges' transi...
Question 47: The data in Data warehouses and marts differ. Data is organi...
Question 48: Three classic implementation approaches that support Online ...
Question 49: Security Risks include elements that can compromise a networ...
Question 50: Wat data architecture designs represent should be clearly do...
Question 51: Data profiling is a form of data analysis used to inspect da...
Question 52: Reference data management entails the preventative maintenan...
Question 53: The roles associated with enterprise data architecture are d...
Question 54: Traditional tool sin data visualtization have both a data an...
Question 55: Inputs in the data quality context diagram include:...
Question 56: Which of the following provides the strongest tangible reaso...
Question 57: A control activity in the metadata management environment in...
Question 58: Data Integration and Interoperability is dependent on these ...
Question 59: There are three basic approaches to implementing a Master Da...
Question 60: An advantage of a centralized repository include: Quick meta...
Question 61: Which model has one Data Governance organization coordinate ...
Question 62: The Data Warehouse encompasses all components in the data st...
Question 63: SOA is an abbreviation for service orientated architecture....
Question 64: A weakness or defect in a system that allows it to be succes...
Question 65: Data governance requires control mechanisms and procedures f...
Question 66: In data integration, the goal of data discovery is toc...
Question 67: Quality Assurance Testing (QA) is used to test functionality...
Question 68: Please select the answers that correctly describes where the...
Question 69: Activities that drive the goals in the context diagram are c...
Question 70: The ' Data Governance Steering Committee ' is best described...
Question 71: What is the best definition of Crowdsourced data collection?...
Question 72: The most important reason to implement operational data qual...
Question 73: The accepted tenets of bioethics provide a starting point fo...
Question 74: What business function is best aligned to deliver oversight ...
Question 75: Malware types include:
Question 76: Which of the following is NOT a goal of data management?...
Question 77: The goals of data security practices is to protect informati...
Question 78: Because Data Governance activities require coordination acro...
Question 79: Access to data for Multidimensional databases use a variant ...
Question 80: Please select the 3 visuals that depict DAMA's Data Manageme...
Question 81: Typically, DW/BI have three concurrent development tracks:...
Question 82: Data Fabric is:
Question 83: Drivers for data governance most often focus on reducing ris...
Question 84: Discovering and documenting metadata about physical data ass...
Question 85: The independent updating of data into a system of reference ...
Question 86: Data Governance includes developing alignment of the data ma...
Question 87: Data Standards used by the enterprise must:...
Question 88: Normalisation is the process of applying rules in order to o...
Question 89: Please select correct term for the following sentence: An or...
Question 90: Do experts feel a Data Lake needs data management?...
Question 91: Reference and Master data definition: Managing shared data t...
Question 92: Data profiling also includes cross-column analysis, which ca...
Question 93: Data governance can be understood in terms of political gove...
Question 94: Which of the following is a stage in the Shewhart / Deming C...
Question 95: Business Intelligence, among other things, refer to the tech...
Question 96: Self-service is a fundamental delivery channel in the BI por...
Question 97: There are several methods for masking data:...
Question 98: A sandbox is an alternate environment that allows write-only...
Question 99: Instant Messaging (IM) allows a user to message each other i...
Question 100: Data modeller: responsible for fata model version control an...
Question 101: Data management organizational constructs include the follow...
Question 102: In a global organization which must operate under many local...
Question 103: Examples of business metadata include:...
Question 104: The Data Warehouse (DW) is a combination of three primary co...
Question 105: The Data Warehouse has a set of storage areas, including:...
Question 106: The implementation of a Data Warehouse should follow these g...
Question 107: What does Data Handling Ethics concern itself with?...
Question 108: The data-vault is an object-orientated, time-based and uniqu...
Question 109: Repositories facilitate the collection, publishing and distr...
Question 110: What are some of the business drivers for the ethical handli...
Question 111: Data science involves the iterative inclusion of data source...
Question 112: What key components must be included in the Implementation R...
Question 113: Project that use personal data should have a disciplined app...
Question 114: Data Governance is at the centre if the data management acti...
Question 115: The best way to validate that a database backup is working i...
Question 116: Small reference data value sets in the logical data model ca...
Question 117: The deliverables in the data architecture context diagram in...
Question 118: The best preventative action to prevent poor quality data fr...
Question 119: SSD is the abbreviation for Solid State Dimension....
Question 120: Structural Metadata describe srealtionships within and among...
Question 121: To become data-centric, organizations need to think differen...
Question 122: Reference and master data require governance processes, incl...
Question 123: The European Commission Article 29 Data Protection Working P...
Question 124: The business glossary should capture business terms attribut...
Question 125: Metadata is described using three sets od categories, includ...
Question 126: What result(s) is/are Data Handling Ethics trying to avoid?...
Question 127: The information governance maturity model describes the char...
Question 128: Metrics tied to Reference and Master Data quality include:...
Question 129: As an often-overlooked aspects of basic data movement archit...
Question 130: The best DW/BI architects will design a mechanism to connect...
Question 131: Various Regulations require evidence of clear data lineage a...
Question 132: With reliable Metadata an organization does not know what da...
Question 133: Please select the 2 frameworks that show high-level relation...
Question 134: In Resource Description Framework (RDF) terminology, a tripl...
Question 135: No recorded negative ethical outcomes does not mean that the...
Question 136: Which of the following is a core principle of any Data Gover...
Question 137: ECM is an abbreviation for:
Question 138: One of the percentages to measure success of a records manag...
Question 139: What techniques should be used and taught to produce the req...
Question 140: Domains can be identified in different ways including: data ...
Question 141: Data professional should not balance the short-term versus l...
Question 142: Location Master Data includes business party addresses and b...
Question 143: Periodic archiving of transaction data from a production CRM...
Question 144: Some common data quality business rule types are:...
Question 145: Business people must be fully engaged in order to realize be...
Question 146: Which of these best describes the purpose of a Communication...
Question 147: As part of its transformation, the organization must identif...
Question 148: In the Information Management Lifecycle, the Data Governance...
Question 149: Data governance and IT governance are the same thing....
Question 150: Within the Data Handling Ethics Context Diagram a key delive...
Question 151: Analytics models are associated with different depths of ana...
Question 152: Organizations conduct capability maturity assessments for a ...
Question 153: A goal of a Reference and Master Data Management program inc...
Question 154: The IT security policy provides categories for individual ap...
Question 155: All organizations have the same Master Data Management Drive...
Question 156: One of the difficulties when integrating multiple source sys...
Question 157: Uniqueness, as a dimension of data quality, states no entity...
Question 158: In a data warehouse, where the classification lists for orga...
Question 159: You are a reporting Data Analyst. A new Management Report ha...
Question 160: When assessing security risks it is required to evaluate eac...
Question 161: Release management is critical to batch development processe...
Question 162: Where does the ethical responsibility lie with respect to ma...
Question 163: A security mechanism that searches for customer bank account...
Question 164: The advantage of a decentralised Data Governance model over ...
Question 165: A primary business driver of data storage and operations is:...
Question 166: Coupling describes the degree to which two systems are inter...
Question 167: When assessing tools to implement master data management sol...
Question 168: Which of the following is the best example of a documented d...
Question 169: Validity, as a dimension of data quality, refers to whether ...
Question 170: A weak point in an organization's defenses is a:...
Question 171: Which of the following is a directive that codifies principl...
Question 172: OCR is the abbreviation for Optical Character Recognition....
Question 173: An enterprise ' s organisation chart has multiple levels, ea...
Question 174: A goal of data governance is to enable an organisation to ma...
Question 175: A controlled vocabulary is a defined list of explicitly allo...
Question 176: A data lineage tool enables a user to:...
Question 177: If data is a governed resource, like other resources (e.g., ...
Question 178: Confirming and documenting understanding of different perspe...
Question 179: The purpose of enterprise application architecture is to des...
Question 180: Lack of automated monitoring represents serious risks, inclu...
Question 181: BI tool types include:
Question 182: Organizations are legally required to protect privacy by ide...
Question 183: A Data Management Maturity Assessment (DMMA) can be used to ...
Question 184: Media monitoring and text analysis are automated methods for...
Question 185: Please select the correct name for the LDM abbreviation...
Question 186: The placement of Data Governance is most effective when:...
Question 187: Enterprise Architecture domains include:...
Question 188: The requirement to enter a username, a password, and then a ...
Question 189: Bold means doing something that might cause short term pain,...
Question 190: Decentralized informality can be made more formal through a ...
Question 191: Improving an organization's ethical behaviour requires an in...
Question 192: There are several reasons to denormalize data. The first is ...
Question 193: Subtype absorption: The subtype entity attributes are includ...
Question 194: Gathering and interpreting results from a DMM or Data Govern...
Question 195: Enterprise data architecture project-related activities incl...
Question 196: Change only requires change agents in special circumstances,...
Question 197: An effective Data Governance communication program should in...
Question 198: A critical step in data management organization design is id...
Question 199: What types of data are considered Technical Data?...
Question 200: Please select the correct name for the PDM abbreviation when...
Question 201: Business glossaries have the following objectives:...
Question 202: ANSI standard 859 has three levels of control of data, based...
Question 203: A data model that consists of a single fact table linked to ...
Question 204: A deliverable in the data modelling and design context diagr...
Question 205: Category information is one of the types of data that can be...
Question 206: Operational Metadata describes details of the processing and...
Question 207: In a SQL injection attack, a perpetrator inserts authorized ...
Question 208: Examples of the 'Who' entity category include: employee; pat...
Question 209: In gathering requirements for DW/BI projects, begin with the...
Question 210: XML is the abbreviation for standard mark-up language....
Question 211: Examples of data enhancement includes:...
Question 212: Reference and Master Data Management follow these guiding pr...
Question 213: Information architecture is the process of creating structur...
Question 214: The Data Architecture workstream on results produces:...
Question 215: Operationality and interoperability depends on the data qual...
Question 216: Effectiveness metrics for a data governance programme includ...
Question 217: Development of goals, principles and policies derived from t...
Question 218: Many people assume that most data quality issues are caused ...
Question 219: Typically, DW/BI projects have three concurrent development ...
Question 220: Possible application coupling designs include:...
Question 221: Which of the following is an activity for defining a Data Go...
Question 222: Identify indicative components of a Data Strategy....
Question 223: The data warehouse and marts differ from that in application...
Question 224: A report displaying birth date contains possible, but incorr...
Question 225: Business rules describe why business should operate internal...
Question 226: Data and enterprise architecture deal with complexity from t...
Question 227: Orchestration is the term used to describe how multiple proc...
Question 228: A hacker is a person who finds unknown operations and pathwa...
Question 229: The goals of data storage and operations include:...
Question 230: The load step of ETL is physically storing or presenting the...
Question 231: Following the rollout of a data issue process, there have be...
Question 232: Primary deliverables of the Data Warehouse and Business Inte...
Question 233: Which artifact is the highest level of abstraction in the En...
Question 234: Record management starts with a vague definition of what con...
Question 235: Data modelling tools are software that automate many of the ...
Question 236: Most document programs have policies related to:...
Question 237: What are the business objectives for building a business glo...
Question 238: It is recommended that organizations not print their busines...
Question 239: When measuring the value of data architecture one should be ...
Question 240: An advantage of a centralized repository include: High avail...
Question 241: Issues caused by data entry processes include:...
Question 242: People often incorrectly combine the concepts of data manage...
Question 243: A goal of Data warehouse and business intelligence is to sup...
Question 244: Time-based patterns are used when data values must be associ...
Question 245: Most people who work with data know that it is possible to u...
Question 246: An input in the data architecture context diagram includes d...
Question 247: Type of Reference Data Changes include:...
Question 248: The disclosure of sensitive addresses may occur through:...
Question 249: The business glossary application is structured to meet the ...
Question 250: The CAP theorem states that at most two of the three propert...
Question 251: Please select the correct general cost and benefit categorie...
Question 252: Which of the following is not a step in the ' document and c...
Question 253: Data integrity is the state of being partitioned - protected...
Question 254: Business Intelligence tool types include:...
Question 255: A minimal super key is:
Question 256: Well prepared records have characteristics such as:...
Question 257: Data Management Professionals only work with the technical a...
Question 258: Data stewardship is the least common label to describe accou...
Question 259: Please select the answer that does not represent a machine l...
Question 260: Data mining is a sub-field of supervised learning where user...
Question 261: A completely distributed architecture maintains a single acc...
Question 262: Which of the following is NOT a stage of the Data Quality Ma...
Question 263: There are numerous methods of implementing databases on the ...
Question 264: Big data is often defined by three characteristics. They are...
Question 265: A roadmap for enterprise data architecture describes the arc...
Question 266: A goal of reference and master data management is for data t...
Question 267: The ethics of data handling are complex, but is centred on s...
Question 268: A key feature of Bill Inmon's approach to data warehousing i...
Question 269: Controlling data availability requires management of user en...
Question 270: Databases are categorized in three general ways:...
Question 271: In the Data Warehousing and Business Intelligence Context Di...
Question 272: Regulations including the Sarbanes-Oxley Act require evidenc...
Question 273: Communications are essential to the success of a DMM or Data...
Question 274: Control activities to manage metadata stores include:...
Question 275: In Data Modelling, the generalization of the concept of pers...
Question 276: When starting a Data Governance initiative it is important t...
Question 277: A weakness or defect in a system that allows it to be succes...
Question 278: Critical success factors throughout the BI/DW lifecycle incl...
Question 279: While the focus of data quality improvement efforts is often...
Question 280: The operational data quality management procedures depend on...
Question 281: A content strategy should end with an inventory of current s...
Question 282: A data architecture team is best described as:...
Question 283: Enterprise data architecture description must include both [...
Question 284: Data management professionals who understand formal change m...
Question 285: The purpose for adding redundancy to a data model (denormali...
Question 286: Enterprise data architecture influences the scope boundaries...
Question 287: Please select the incorrect item that does not represent a d...
Question 288: Master data management includes several basic steps, which i...
Question 289: A Metadata repository contains information about the data in...
Question 290: A synonym for transformation in ETL is mapping. Mapping is t...
Question 291: A node is a group of computers hosting either processing or ...
Question 292: What is the main purpose of developing a Data Architecture R...
Question 293: CMA is an abbreviation for Capability Maturity Assessment....
Question 294: The standard for a strong password is set by the:...
Question 295: Select the areas to consider when constructing an organizati...
Question 296: Examples of business processes when constructing data flow d...
Question 297: An Operational Data Mart is a data mart focused on tactical ...
Question 298: The goals of Data Integration and Interoperability include:...
Question 299: The deliverables of the data modelling process include:...
Question 300: Data models comprise and contain metadata essential to data ...
Question 301: Focusing Data Quality Management on "critical data" has the ...
Question 302: Data and text mining use a range of techniques, including:...
Question 303: Corporate Information Factory (CIF) components include:...
Question 304: Poorly managed metadata leads to:...
Question 305: Service accounts are convenient because they can tailor enha...
Question 306: In data modelling practice, entities are linked by:...
Question 307: Content management includes the systems for organizing infor...
Question 308: Input in the Big Data and data science context diagram inclu...
Question 309: During the initial scoping of a project, a data model can be...
Question 310: What is the best reason for capturing synonyms in a data rep...
Question 311: Please select the three types of data models:...
Question 312: Please select the correct principles of the General Data Pro...
Question 313: Different levels of policy are required to govern behavior t...
Question 314: Metadata is described using a different set of categories, n...
Question 315: ETL is the basic process which is central to all areas in Da...
Question 316: Improving data quality requires a strategy that accounts for...
Question 317: A deliverable in the data architecture context diagram inclu...
Question 318: Different types of metadata include:...
Question 319: Please select the correct definition of Data Management from...
Question 320: The acronym BASE is made up of:...
Question 321: All data is of equal importance. Data quality management eff...
Question 322: The warehouse has a set of storage areas, including:...
Question 323: Common OLAP operations include:...
Question 324: The language used in file-based solutions is called MapReduc...
Question 325: Emergency contact phone number would be found in which maste...
Question 326: A Global ID is the MDM solution-assigned and maintained uniq...
Question 327: Hierarchical database model is the newest database model...
Question 328: When presenting a case for an organization wide Data Governa...
Question 329: XML provides a language for representing both structures and...
Question 330: Data Integrity includes ideas associated with completeness, ...
Question 331: Data quality issues cannot emerge at any point in the data l...
Question 332: JSON is an open, lightweight standard format for data interc...
Question 333: The seven Vs of Big Data are:
Question 334: Part of alignment includes developing organizational touchpo...
Question 335: Some ways to measure value of data include:...
Question 336: A Business Glossary forces a business to adopt a single defi...
Question 337: CIF stands for:
Question 338: A complexity in documenting data lineage is:...
Question 339: Issue management is the process for identifying, quantifying...
Question 340: One of the deliverables in the Data Integration and Interope...
Question 341: What position is responsible for the quality and use of thei...
Question 342: How does the DMBOK refer to an organization that values data...
Question 343: When doing reference data management, there many organizatio...
Question 344: Characteristics that minimise distractions and maximise usef...
Question 345: The impact of the changes from new volatile data must be iso...
Question 346: The most informal enterprise data model is the most detailed...
Question 347: Different storage volumes include:...
Question 348: Examples of concepts that can be standardized within the dat...
Question 349: Volume refers to the amount of data. Big Data often has thou...
Question 350: The four A's in security processes include:...
Question 351: Common understanding of the core business concepts and termi...
Question 352: One of the key differences between operational systems and d...
Question 353: To understand and evaluate ethical use of data within the or...
Question 354: Which of the following activities is NOT a way that Enterpri...
Question 355: Those responsible for the data-sharing environment have an o...
Question 356: The loading of country codes into a CRM is a classic:...
Question 357: Please select the correct component pieces that form part of...
Question 358: A metadata repository is essential to assure the integrity a...
Question 359: The biggest business driver for developing organizational ca...
Question 360: The need to manage data movement efficiently is a primary dr...
Question 361: Data replication has two dimensions of scaling: diagonal and...
Question 362: Tools required to manage and communicate changes in data gov...
Question 363: Data replication is useful as it provides:...
Question 364: Enterprise data architecture usually include the following w...
Question 365: The key architecture domains include:...
Question 366: One common KPI of e-discovery is cost reduction....
Question 367: The goal of Data Governance is to enable an organization to ...
Question 368: Achieving security risk reduction in an organisation begins ...