M.I.S. Chp 15 – Flashcards

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online analytical processing (OLAP)
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A method of querying and reporting that takes data from standard relational databases, calculates and summarizes the data, and then stores the data in a special database called a data cube.
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data mart
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A database or databases focused on addressing the concerns of a specific problem (e.g., increasing customer retention, improving product quality) or business unit (e.g., marketing, engineering).
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data cube
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A special database used to store data in OLAP reporting.
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inventory turnover ratio
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The ratio of a company's annual sales to its inventory.
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structured query language (SQL)
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A language used to create and manipulate databases.
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loyalty card
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Systems that provide rewards and usage incentives, typically in exchange for a method that provides a more detailed tracking and recording of customer activity. In addition to enhancing data collection, loyalty cards can represent a significant switching cost.
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dashboards
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A heads-up display of critical indicators that allow managers to get a graphical glance at key performance metrics.
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legacy system
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Older information systems that are often incompatible with other systems, technologies, and ways of conducting business. Incompatible legacy systems can be a major roadblock to turning data into information, and they can inhibit firm agility, holding back operational and strategic initiatives.
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Genetic algorithms
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Model building techniques where computers examine many potential solutions to a problem, iteratively modifying (mutating) various mathematical models, and comparing the mutated models to search for a best alternative.
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data mining
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The process of using computers to identify hidden patterns in, and to build models from, large data sets.
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omnichannel
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Providing customers with a unified experience across customer channels, which may include online, mobile, catalog, phone, and retail. Pricing, recommendations, and incentives should reflect a data-driven, accurate, single view of the customer.
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neural networks
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An AI system that examines data and hunts down and exposes patterns, in order to build models to exploit findings.
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information
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Data presented in a context so that it can answer a question or support decision making.
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knowledge
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Insight derived from experience and expertise.
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big data
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Big data is a general term used to describe the massive amount of data available to today's managers. Big data are often unstructured and are too big and costly to easily work through use of conventional databases, but new tools are making these massive datasets available for analysis and insight.
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analytics
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A term describing the extensive use of data, statistical and quantitative analysis, explanatory and predictive models, and fact-based management to drive decisions and actions.
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canned reports
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Reports that provide regular summaries of information in a predetermined format.
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row or record
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A row in a database table. Records represent a single instance of whatever the table keeps track of (e.g., student, faculty, course title).
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column or field
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A column in a database table. Columns represent each category of data contained in a record (e.g., first name, last name, ID number, date of birth).
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Expert systems
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AI systems that leverage rules or examples to perform a task in a way that mimics applied human expertise.
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table or file
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A list of data, arranged in columns (fields) and rows (records).
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relational database
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The most common standard for expressing databases, whereby tables (files) are related based on common keys.
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artificial intelligence
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Computer software that seeks to reproduce or mimic (perhaps with improvements) human thought, decision making, or brain functions.
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e-discovery
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The process of identifying and retrieving relevant electronic information to support litigation efforts.
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business intelligence (BI)
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A term combining aspects of reporting, data exploration and ad hoc queries, and sophisticated data modeling and analysis.
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data warehouse
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A set of databases designed to support decision making in an organization.
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transaction processing systems (TPS)
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Systems that record a transaction (some form of business-related exchange), such as a cash register sale, ATM withdrawal, or product return.
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data
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Raw facts and figures.
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database
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A single table or a collection of related tables.
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transaction
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Some kind of business exchange.
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machine learning
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Leverages massive amounts of data so that computers can act and improve on their own without additional programming.
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database administrator (DBA)
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Job title focused on directing, performing, or overseeing activities associated with a database or set of databases. These may include (but not necessarily be limited to): database design, creation, implementation, maintenance, backup and recovery, policy setting and enforcement, and security.
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data aggregators
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Firms that collect and resell data.
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ad hoc reporting tools
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Tools that put users in control so that they can create custom reports on an as-needed basis by selecting fields, ranges, summary conditions, and other parameters.
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over-engineer
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Build a model with so many variables that the solution arrived at might only work on the subset of data you've used to create it.
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database management systems (DBMS)
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Sometimes called "database software"; software for creating, maintaining, and manipulating data.
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RFID technology is often used to.
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identify products as they move through an organization's value chain
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_____ is a term describing the extensive use of data, statistical and quantitative analysis, explanatory and predictive models, and fact-based management to drive decisions and actions.
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Analytics
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___________________ refers to a type of artificial intelligence that leverages massive amounts of data so that computers can improve the accuracy of actions and predictions on their own without additional programming.
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Machine learning
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_____ is a catchall term combining aspects of reporting, data exploration, and ad hoc queries, and sophisticated data modeling and analysis.
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Business intelligence
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iBeacon technology works by using ___________ technology.
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Bluetooth Low Energy
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Dynamic pricing is considered especially appropriate for retailers, such as grocery stores or department stores.
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false
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Changing pricing based on demand conditions is known as.
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dynamic pricing
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_____ is insight gained from experience and expertise
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Knowledge
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A _____ is either a single table or a collection of related tables.
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database
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you will often hear technologists refer to the SQL standard by pronouncing it as
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sequel
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A phrases table, column, and row are also referred to by the names ___________ respectively.
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file, field, record
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Which of the following is by far the most common standard for expressing databases?
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Relational databases
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NoSQL technologies are often used with massive, disparately structured data.
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true
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A system that records business-related exchanges, such as a cash register sale, ATM withdrawal, or product return is known as a(n) _____.
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transaction processing system
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_____ are systems that provide rewards and usage incentives, typically in exchange for a method that provides a more detailed tracking and recording of customer activity.
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Loyalty programs
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_____ systems are often used to empower employees to track and record data at nearly every point of customer contact
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Customer relationship management
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Efforts such as Apple ResearchKit are promising, but we'll need improved regulation and reduced cost before they can have any real impact.
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false
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Firms may turn to third parties and outside services to acquire data for predictive models.
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true
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_____ are firms that collect and resell data.
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Data aggregators
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The problem of incompatible legacy systems limiting firms' ability to turn data into information is compounded by:
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mergers and acquisitions.
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Which of the following can be a major roadblock to turning data into information, and inhibits firm agility, holding back operational and strategic initiatives?
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Legacy systems
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A set of databases designed to support decision making in an organization is known as a(n):
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data warehouse
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A problem limiting the turning of data into information is that most transactional databases are not set up to be:
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simultaneously accessed for reporting and analysis.
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A(n) _____ is a database or databases focused on addressing the concerns of a specific problem.
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data mart
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Proven relational technology is considered especially effective for "Big Data" work.
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false
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Which of the following is not considered an advantage of Hadoop?
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relational structure
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the three "Vs" of Big Data refer to:
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volume, velocity, variety
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Systems that can absorb any type of data, structured or not, from any type of source are often referred to as:
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Schema-less
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Spotify's EchoNest subsidiary analyzes both tracks themselves, as well as what others are saying about music in order to build automated music recommendations.
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true
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_____ refers to identifying and retrieving relevant electronic information to support litigation efforts.
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E-discovery
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Data used in online analytical processing (OLAP) reporting are stored in _____.
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data cubes
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_____ refers to a method of querying and reporting that takes data from standard relational databases, calculates and summarizes the data, and then stores the data in a special database.
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Online analytical processing
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L.L. Bean's rollout of Big Data efforts for improved customer service involved all of the following:
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Creating NoSQL to adapt to a business with some 30 different customer engagement channels Training technical staff (Incorrect) Training marketing staff Reporting tools were made available to non-technical staff
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An integrated shopping experience and unified customer view across channels is sometimes referred to as _______________.
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omnichannel
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Google is consistently seen as a better source of flu outbreaks than the U.S. Center for Disease Control.
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false
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_____ is computer software that seeks to reproduce or mimic human thought, decision making, or brain functions.
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Artificial intelligence software
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Expert systems are used in tasks ranging from medical diagnoses to product configuration.
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true
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A(n) ______ is a model building technique in which computers examine many potential solutions to a problem, iteratively modifying various mathematical models, and comparing the modified models to search for a best alternative.
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genetic algorithm
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One career thought to be 'safe' from disruption by technology is journalist, since a computer could never write a newspaper article or a book.
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false
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The ratio of a company's annual sales to its stock is known as the _____ ratio.
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inventory turnover
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Walmart uses Hadoop to sift through social media posts about the firm
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true
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Wal-Mart stopped sharing its data assets with information brokers like ACNielsen and Information resources because:
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due to Wal-Mart's huge scale, the agencies offered no extra value with their additional data.
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