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what is a long tail
refers to an extremely large selection of content or products
what is the long tail phenomeon
where firms can make money by offering a near-limitless selection
what is collaborative filtering
a classification of software that monitors trends among customers and uses this data to personalize an individual customer’s experience
what is a churn rate
the rate at which customer leave a product or service
what is coopetition
or frenemies, a situation where firms may both cooperate and compete with one another
what is the first sale doctrine
a US Supreme Court ruling stating that an individual who knowingly purchases a copy of a copyrighted work from the copyright holder receives the right to sell, display or otherwise dispose of that particular copy, notwithstanding the interests of the copyright owner
what is windowing
making content available to a given distribution channel for a specified time window, usually under a different revenue model
what is transfer pricing
the price paid when divisions of the same company transact with each other
what is decision fatigue
a phenomenon, akin to congestion effects for attention, where consumers avoid selection decisions with an overwhelming number of choices
what are A/B Tests
a randomized group of experiments used to collect data and compare performance among two options studied
what are data warehouses
a set of databases designed to support decision-making in an organization
what is disintermediation
removing an organization from a firm’s distribution channel
what is channel conflict
exists when a firm’s potential partners see that firm as a threat
What is SAP
the market leader in enterprise application software, one of the worlds largest independent software manufactuers
what does SAP enable companies to do
streamline processes, use live data, predict customer trends, connect entire businesses
what are congestion effects
when increasing numbers of users lower the value of a product or service
what is SAP S4HANA
the nest generation business suite, biggest innovation since SAP R/3
what is SAP ERP (enterprise resource planning)
enables a company to support and optimize its business processes, helps the organization run smoothly, real-time environment, collections of logically related transactions within identifiable business functions
what is master data
stored for a long time and seldom changed
customer master
material master
vendor master
general ledger accounts
compared to running SAP on premises, when companies run SAP in the cloud, which of the following is true
a. companies automatically participate in quarterly innovation upgrades
b. the hardware is at a company’s location
c. there are fewer software release cycles
d. data is privately controlled
e. all of the above
a. companies automatically participate in quarterly innovation upgrades
all SAP _____ apps are arranged in square tiles
a. fiori
b. oracle
c. R3
d. ERP
e. Analytics
a. Fiori
what are bandwidth caps
a limit imposed by the ISP on the total amount of traffic that a given subscriber can consume
what are the three application types on SAP Fiori
transactional apps
analytical apps
factsheet
what are transactional apps
access to tasks like create, change or display process with guided navigation
what are analytical apps
visual overview about busienss data
what is a factsheet
view essential information about objects and contextual navigation between related objects
what was netflix dominance due to
leveraging technology and timing
by going public, what did netflix have to do
disclose its financial position which made walmart and blockbuster enter the market
where did netlfix’s advantage come from
the scale of the firm’s selection
how can scale economies be attained
by leveraging the cost of an investment across increasing units of production
how is netflix combating riveals with exclusive content
they are offering exclusive content of their own
wha tis user data used for
make accurate recommendations
improve user interface design
help the firms determine the appropriate cost for acquiring content
shape creative decisions in original program offerings
create ultra-tailored audience promotions
where does netflix run
on amazon’s cloud servers
what are the characteristics of disruptive innovation
small market, low margins, huge risk, huge growth potential
challenge incumbent businesses
creates a new market and value network
what are the characteristics of sustaining innovation
large market, high margins, low risk and some growth potential
improve existing products that customers are eager to buy
do not create new markets
making better products and higher profit margins
what is a value network
those internal and external connections that an organization interacts with
which of the following data types are stored for a long time and seldom changed in SAP systems
a. customer master
b. material master
c. transaction data
d. a and b
e. all of the above
d. a and b
the SAP app system consists of three different types of apps, which of the following is not one of them:
a. transaction
b. process
c. analytical
d. fact sheet
b. process
what are disruptive technologies
technologies that create market shocks and catalyze growth (also known as disruptive innovation)
compared to running SAP on premises, when companies run SAP in the cloud, which of the following is true
a. companies automatically participate in quarterly innovation upgrades
b. the hardware is at a company’s location
c. there are fewer software release cycles
d. data is privately controlled
e. all of the above
a. companies automatically participate in quarterly innovation upgrades
what are transactions
data sets that are generated if a business transaction was executed
includes all relevant predefined information from the master data and organizational entities
what is artificial intelligence
computer software that can mimic or improve upon functions that would otherwise require human intelligence
what is not true about SAP
a. SAP and oracle are both market leaders in enterprise application software
b. SAP has over 400,000 satisfied customers in 190 countries
c. SAP enables companies to streamline business processes
d. SAP requires workarounds to connect businesses within a company
d. SAP requires workarounds to connect businesses within a company
true or false: SAP 4HANA is the biggest innovation since SAP R3 in 1992
true
what are cryptocurrencies
a digital asset where a secure form of mathematics is used to handle transaction, control the creation of additional units and verify the transfer of assets
what is bitcoin
an open source, decentralized payment system that operates in a peer to peer environment without bank or central authority
what is blockchain
a distributed and decentralized ledger that records and verifies transactions and ownership
what is machine learning
subset of AI. results improved without explicit programming
a type of artificial intelligence that leverages massive amounts of data so that computers can improve the accuracy of actions and prediction on their own without additional programming
what are 4 practical applications of blockchain
financial industry: asset management, insurance claims processing and cross-border payments
smart contracts: entertainment, healthcare and government
digital IDs: identity verification, secure identities for the decentralized web
internet: blockchain enabled IOT and information analysis
what are miners
a pool of users that verify and timestamp transactions in the blockchain
true or false: the three SAP apps are further divided into dynamic and statics apps
true
what is data
raw facts and figures
what are the based on functionalities types
reactive machine, limited memory, theory of mind and self-awareness
what should big firms do
build a portfolio of options on emerging technologies
invest in startup firms
invest in internal efforts
have conversations with
top tier scientific researchers
venture capitalists
increase conversations internally
many disruptive firms are started by employees of the disrupted giants
nurture efforts in protected units
beware of the creosote bush effect
what are expert systems
leverages rules or examples to perform a task in a way that mimics applied human expertise
what is genetic algorithms
model building techniques where computers examine many potential solutions to a model
what is deep learning
type of machine learning. includes several layers of analysis between input data and output result
uses multiple layers of interconnections among data to identify patterns and improve predicted results
neural networks
what are the three human factors that determine ROI
speed of adoption, ultimate utilization and proficiency
what are the top barriers to AI adoption
enterprise maturity, fear of unknown, finding a starting point, vendor strategy
what is data
raw facts and figures
what is information
data presented in a context so that it can answer a question or support decision-making
what is a field or column
a column in a database table. columns represent each category of data contained in a record
what is a primary key
field(s) that uniquely identify a record
what is the creosote bush effect
a desert-dwelling bush that excretes a toxin that kills other nearby plants that may pull scarce resources away from it
what are the two threatening characteristics of disruptive technologies
performance attributes are not values by existing customers
over time their performance attributes invade established markets
what is NFT
non-fungible token
what is a record/row
a single instance of whatever the table keeps track of. a row in a database table
where does data come from
transaction processing systems, enterprise software, surveys, loyalty cards, external sources, data aggregators, social media
what is big data
the collections, storage, and analysis of extremely large, complex and often unstructured data sets that can be used by organizations to generate insights that would otherwise be impossible to make
a general term used to describe the massive amount of data available to today’s managers
what is business intelligence
a catchall term combining aspects of reporting, data exploration, and sophisticated data modeling and analysis and ad hoc queries
what are analytics
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
what is a database
a single table or a collection of related tables
what is a table
a list of data, arranged in columns and rows
what is a database management systems (DBMS)
sometimes referred to as database software; software for creating, maintaining and manipulating data
what is a database administrator (DBA)
job title focused on directing, performing or overseeing activities associated with a database or set of databases
what is a key
the fields or fields used to relate tables in a database
what are dashboards
heads-up display of critical indicators that allows managers to get a graphical galnce at key performance indicators
what is serverless computing
a type of cloud computing where a third party vendor manages servers, replication, fault-tolerance, computing scalability and certain aspects of security, freeing software developers to focus on building “business solutions” and eliminating the need to spend time and resources managing the technology complexity of much of the underlying “IT Solution”
what is a transaction processing system (TPS)
systems that record a transaction, such as a cash register sale, ATM withdrawal or product return
what is a transaction
some kind of business exchange
what is a loyalty program
systems that provide rewards and usage incentives, typically in exchange for a method that provides a more detailed tracking and recording of customer activity
can represent a significant switching cost
what are data aggregators
firms that collect and resell data
what are legacy systems
older information systems that are often incompatible with other systems, technologies and ways of conducting business
roadblock to turning data into information and they can inhibit firm agility, holding back operational and strategic initiatives
what is a data mart
a database or databases focused on addressing the concerns of a specific problem or business unit
What is a data lake
A catch-all term for storage and access technologies used in big data
the systems that allow for the storage of data in both structured and raw or unfiltered formats
What is the data cloud
Cloud data warehousing, refers to a cloud service that provides tools to extract and transform data from disparate sources so that it can be interrogated as needed
what are the four advantages when using big data technologies in a data cloud
Flexibility, scalability, cost-effectiveness and fault tolerance
What does ETL mean
Extract, transform and load
copying data from multiple, disparately organized data sources, transforming the data into a common format and loading it into a combined usable format
what is e-discovery
the process of identifying and retrieving electronic information to support litigation efforts
what are query tools
a tool to interrogate a data source or multiple sources and return a subset of data, possibly summarized, based on a set of criteria
what is python
a general purpose programming language that is also popular for data analytics
what is R
a programming language specifically created for analytics, statistical and graphical computing
what are graphical query tools
allow a user to create a query through a point-and-click or drag-and-drop interface, rather than requiring programming knowledge
what are canned reports
reports that provide regular summaries of information in a predetermined format
what are ad hoc reporting tools
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
what is data visualization
the graphical representation of data and information
what is data mining
the process of using computers to identify hidden patterns in and to build models from large datasets
what two critical conditions must be met for data mining to work
the organization must have clean, consistent data and the events in that data should reflect current and future trends
what does it mean to over-engineer
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
what is supervised learning
a type of machine learning where algorithms are trained by providing explicit examples of results sought