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Data
raw facts ex: sales numbers, temperatures, etc
Information
Processed data with meaning ex: customer data, financial statements
Business Intelligence (BI)
patterns and relationships from data ex: sales trends
Knowledge
Application of BI to decisions ex: using sales trends to stock inventory
What is a fact?
A thing that is indisputably the case
a statement that is with objective reality
What is the difference between a true/useful fact & a false/misleading fact?
true = “the sky is blue”
misleading = “the sky is above” “the sky is green”
Triangulation
taking a “read” from different sources because they show different info
Corroboration
checking one sources story against another similar sources story to see if they agree.
What does it mean to be information literate?
the ability to find, evaluate, and use information effectively
Quality of information pyramid
(top to bottom)
Knowledge
Business Intelligence
Information
Data
System
a set of interconnected processes and characteristics forming a complex whole
Process
A series of actions or steps taken in order to achieve a specific end
8 Parts to any system of process
inputs
processes (that transform inputs)
outputs
controls (that evaluate the process according to business rules)
feedback
adjustment
purpose or function that guide controls
time
Supersystem
a larger system that contains other systems
system
a set of interconnecting components working together to form a complex integrated whole in order to achieve some goal by taking inputs & processing them to produce outputs
subsystem
a system that’s part of a larger system
interdependence
systems rely on each other
synergy
combined parts produce more value than individually
entropy/obsolescense
all systems fall apart over time if they don’t adapt
suboptimization
designed-intentionally to work less than optimally, but to perfectly serve a higher order system
Functional parts of an enterprise
sales, accounting, finance, human resources, marketing, operations management
Stakeholders in an enterprise
partners, suppliers, government, customers
Stakeholder
benefits in some way from the operation of that company which may not include owning stock
Shareholder
owns share of stock, or equity of that company
Shareholders & Stakeholders
all shareholders are stakeholders, but not all stakeholders are shareholders
The problems we face in evaluating information
information overload
more variability in information quality
information evaluation is hard
Availability heuristic
if something is easy to grasp and understand, then we tend to overestimate the likeliness that it’s true
Representative heuristic
if an idea fits into an already existing category well, then humans attribute the characteristics of that category to that new idea
What’s a cognitive miser?
the tendency to think and solve problems in simpler and less effortful ways rather than in a more sophisticated & more effortful ways, regardless of intelligence
someone who takes mental shortcuts
Bias
prejudice in favor of or against one thing, person, or group, compared with another. Usually in a way considered to be unfair
Perspective
a particular attitude towards or way of regarding something, a POV
Information Overload
when information inflow exceeds an individuals processing capacity.
how to deal with it: focussing, sampling info, prioritize.
sometimes: oversimplify, modify/distort, rely on habits
9 qualities of high quality information
Intrinsic Dimension:
accurate
believable
objective
consistent
understandable
Contextual Dimension
relevant
timely
comprehensive
current
Evaluating info
is it useful: meets needs
is it believable: trustworthy
Disinformation
the intentional creation & transmission of known false information ex: fake news, fake social media posts
How does a search engine work?
spider bot collects pages
those pages get stored in a database
user searches database not the liveweb
How does a search engine populate its database?
mainly through the spiderbot, crawler begins with a list of known websites, follows links, sorts, and stores data
(when a user makes a search they’re likely not searching the live web, they’re searching the “search engine index database”
General search engine
search that enables users to search for documents on the world wide web ex: google, yahoo, bing
Vertical search engine
a website that indexs info on the world wide web in a specialized area ex: amazon, etsy, zillow, indeed
Precision
% of the documents (pages) you found that are relevant to your search goals
Recall
% of the relevant pages that are “out there” and that you found
Wittgensteins forms of life
the set of interpretations an individual has as a result of their profession or personal experience
Wittgensteins language games
the way people use words is based on the situation
forms of life and language games applied to the web
on the web you need to learn from the form of life surrounding an industry or org
on the web you need to learn how people involved in that form of life are playing language games
Surface web
the sites and pages that the search engines know about and index for users to find
deep web
the sites and pages are behind firewalls or otherwise not indexed by the search engines. the casual user can’t see these or even know that they exist
dark web
pages that are encrypted and aren’t visible to anyone without special access. Often using a technology called TOR & often dealing with illegal stuff
Processor (CPU)
that hardware that interprets and excecutes the software instructions, shows how hardware devices work together
Processor Clock Speed (Ghz)
the speed of the microprocessors, called the clock speed, often is measured in gigahertz which is 1 billion cycles per second
Primary storage (Ram, registes cache)
computers main memory. includes RAM (random access memory) & ROM (read only memory)
Secondary storage
long term storage, ex: external hard drive
Input devices
used to capture information & commands ex: mouse, keyboard
Output devices
used to see results of information ex: monitor, printer
What is the wifi protocol
802.11 Wifi 6
What is the protocol to connect to a LAN
Ethernet
Client computer
computer designed to request information from a server
Server computer
computer dedicated to providing information in response to requests
Bit
short for binary digit, smallest element of data, either 0 (off) or 1 (on)
Byte
group of 8 bits, which operate as a single unit, represents one character or unit
How many bits are in a byte?
8
How many bytes are in a kilobyte?
1000
How many bits are in a gigabyte
8 billion
Storage capacity measurement (small to big)
Kilobyte (KB) thousand bytes
Megabyte (MB) million bytes
Gigabyte (GB) billion bytes
Tetrabyte (TB) trillion bytes
Petabyte (PB) quadrillion bytes
Opperating system
runs hardware, manages resources
Application
performs user tasks
How do humans create software applications?
use the “machine language” such as java, c#, python, & visual basic to create programming commands
Source code
human readable code, can write, edit, delete it
Object code
machine readable only, binary
Open source code
free, modifiable
Proprietary
licenced, closed
General purpose application
electronic mail, word processing, database managers, spreadsheets
Functional Business Application
marketing, accounting, human resources, mgmt, production/operations, finance
3 ways businesses use I.S.
build it (you program it)
buy it (neither time nor expertise to build it)
rent it (neither time nor expertise but want to pay as you go)
Business strategy
the overall vision and goals for the enterprises future, planning, larger scale
Business Tactic
a set of specific actions that excecute the enterprise’s strategy, doing, smaller scale
Critical success factor (CSF)
areas/processes we need to do well to compete with our strategy
Key performance indicators (KPI)
metrics that measure our progress in those CSF’s compared to strategic & tactical goal, shows how effectively a company is achieving key business objectives
Return on Investment (ROI)
a performance measure used to evaluate the efficiency of an investment or compare the efficiency of different investments
Benchmarking
metrics that compare a performance to a baseline measure, such as how well a competitor is doing
Value Chain analysis
views a firm as a series of business processes. each add value to a product or service. Built up of support activities and primary activites
What does SWOT stand for?
Strength, Weakness, Opportunity, Threats. Used to evaluate project position
SWOT identifies features of the overall business that need management attention
Customer Facing Process
results in a product or service that is received by an organizations external customer
Business facing process
invisible to the external customer but essential to the effective management of the business.
also known as the “back office” process
Relative address
will change when moved or autofilled ex B1
Absolute address
will not change when moved or autofilled ex $B$1
IF function
IF(logical test, “value if true”, “value if false”)
NPER
number of payments
RATE
finds interest rate (to get the monthly interest rate divide by 12)
PV
calculates the present value of an investment
FV
calculates the future value of an investment
Structured Data
clearly defined (facts, numbers, dates, specific) and can therefore be easily organized & searchable
Unstructured data
basically “everything else” includes formats like video, audio, social media postings
Which is easier for businesses to process?
Structured, because it’s easier to organize, search, and retrieve
Big data (the 5 V’s)
Volume: sheet quantity of data being gathered and stored
Velocity: speed at which new data are gathered and stored
Variety: variety of the kinds of new data
Veracity: the quality, accuracy, credibility of data
Value: what you can do with the data
Characteristics of high quality information
consistent: info is the same
complete: is the data complete
accessible: how easy it is to access
accurate: truth of the info
timely: get info before you need it
Qualities of poor data management
data redundancy
data inconsistency
data isolation
data insecurity
Database
stores data about various types of objects, events, people, and places
Database Management System (DBMS)
creates, reads, updates, and deletes (CRUD) data in a database while controlling access and security.
Advantages of a DBMS
centrally located
quality is controlled
data’s accessible
easy to maintain
Relational database terms (small to big)
data value: an actual piece of information at the smallest level
field: the smallest meaningful piece of data
record: set of fields containing all info known about one entity
relational file (or table): collection of related records
database: collection of files/tables