Neural networks are composed of artificial neurons or artificial nodes. Neurophysiologist Warren McCulloch and logician Walter Pitts invented the first artificial node in 1943. Biological neural networks are composed of either one group or multiple groups that are chemically connected to other neurons. The number of neurons that are connected together can get quite large. Neural networking takes on a different approach with problem solving than a standard computer will. They take on many statistical and science problems to solve.
A neural network tends to process information similar to that of a human brain. It does not store information into its memory bank. Instead it stores information as patterns throughout the structure. A neural network will learn by an example that it is given; yet they cannot be programmed to perform specific duties. The more conclusions that a neural network can make, the better conclusions it can make. The network in the computer consists of interconnecting neurons that work together to solve specific problems.
Neural Networks are now considered as the most effective artificial intelligence technology for pattern recognition and they are also being used for a wide variety of reasons within the business world. Neural network technology is found in operating in financial institutions, oil and gas cooperation’s, manufacturing companies, insurance companies, and even in airline security controls, just to name a few.
Monday, March 19, 2012
Sunday, February 26, 2012
Assignment Six:Search the Web for information about how artificial intelligence is applied to support certain aspects of business operation.
Artificial intelligence is defined
as the intelligence of machines, as well as the computer science that branches
out in order to create such a thing. Artificial Intelligence is important if a
business wants to succeed due to the fact that so many businesses and
cooperation’s are using artificial intelligence already. Chances are that the
next “big” company is using artificial intelligence to enhance its function and
performance.
Artificial
intelligence can be used in virtually every work field known to man. The high
demand of technology requires that artificial intelligence be at the top of its
game, to improve how things work and function.
It is used in medical diagnosing, logistics, data mining, supply chain
management, simulation methodology, stochastic modeling, applied statistical
methods, stock trading, robot control, and many other areas among the
technological world. With Artificial
Intelligence, machines are able to understand what a human is commanding it to
do; they are also able to perform human-like actions.
In the
medical field, Artificial Intelligence is used to schedule staff rotation and
give medical information. In Finance, they manage properties, organize stock, and
organize operations while using Artificial Intelligence. In the Heavy Industry,
dangerous jobs are given to robots instead of people to decease on the number
of accidents.
With
Artificial Intelligence making technology so advanced today, people have to
wonder what Artificial Intelligence will bring to the table ten years from now.
The constantly changing world of technology, keeps inventors and scientists
always rolling out with something new constantly to keep up with the pace of
the ever-changing world. In a sense, society demands something new and fresh
all the time. Many experts fully believe
that Artificial Intelligence will exceed the limits of advancement.
Without
Artificial Intelligence, businesses may not be what they are today. Many
businesses rely on Artificial Intelligence to help and make their business what
it today. By having companies use Artificial Intelligence, they are able to
exceed the limits they need to and they are able to perform up to par.
Sunday, February 5, 2012
Assignment Five:Briefly explain the knowledge spiral model using an example to discuss the process of knowledge creating in an organizational setting.
The knowledge spiral is a concept
used to show how tactic knowledge is transformed into explicit knowledge and
how explicit knowledge is transformed into tactic knowledge. According to Ikujiro Nonaka, knowledge is a
spiral process. The tactic knowledge is the knowledge that is implanted in
one’s mind overtime, such as a child touching a hot stove, learning that he
will get burned. Explicit knowledge is any kind of knowledge that has been
documented, such as knowledge that you are able to find in textbooks. The
spiral can consist of four different ways that knowledge can be converted,
socialization, externalization, combination, or internalization.
When it comes to conveying tactic
knowledge from one person to the next, it is done through a process called socialization.
Sharing experiences with one another does this. By having individuals share
personal experiences, tactic knowledge is formed and implanted into the brain.
Externalization is transforming
tactic knowledge into explicit knowledge through transforming and processing
information through dialog with others. When it comes to externalization, it is
done through face-to-face interaction in which they exchange ideas and give
feedback.
Combination is a process that
involves combining explicit knowledge and incorporating it to an existing
manuscript. In combination, knowledge can be transferred in a type of document,
databases, through meetings, etc.
The process of internalization
requires sharing technical know-how, as sort of learning by doing process. Internalization
is done through experience, whether it is through actually accomplishing the
concept or through simulations.
The
knowledge spiral can take place in physical places like in offices; it can be virtual
such as in teleconferencing, mental through shared experiences, or in
relationship conditions such as people sharing similar goals. The purpose of
the creation of knowledge has five enablers, which consist of staff, system,
vision, strategy, and structure. Below is an example of the knowledge spiral.
Sunday, January 29, 2012
Assignment Four: Based on the videoed lecture and the summary of the book, what do you think is (are) the most important factors driving Globalization 3.0? Also discuss their implications for today's college students.
The lecture
video of the book, The World is Flat is
an excellent example of what the world is now being faced with as far as
becoming globalized, and as a result we are loosing out on jobs because of the technological
advances that the world now has within it’s possession. What once made America
the land of the great as far as there being plenty of jobs available and being
one of the smartest countries in the world is now not the case. America has
lost a lot of jobs because of the “flattening” of the world, moving them
overseas or having computers do the work.
Friedman
names the major developments that came into making the world flat, one of which
is the invention of Netscape, allowing more people to access the internet. The
creation of the Internet helped most definitely create a flatter world. With
the Internet, other countries are now able to compete with America. Just think,
when you call customer service for a specific product, chances are you will not
be talking to someone in the United States, but you just might be talking to
someone from India, which is in turn flattening the world.
Technology
has come so fast and rapid in so little time that some may wonder if it is a
good thing or not. While technology can be a good thing to many, it can be a curse
to others and they may not even realize it. If people are not aware and up to
date on technology, they will fall behind. Now days with technology being so
constant and demanding in our lifestyles today, if we are not up to speed on
it, as well as educated on it, someone else, whether it be within the United
States or in another country, is going to take the place of what you don’t know
because they know more, therefore they can do it better.
Assignment Three: One of the most powerful concept about knowledge economy is the law of increasing returns. Discuss what this concept means to a company or any organization. Use examples to illustrate your points.
Law of increasing returns is very
important to businesses due to the fact of “the more you sell, the more you
sell.” An example of this would be social networking sites such as Facebook and
Twitter. If one person is only using the site it doesn’t do much good for the
owner of the business or for the customer; but if more people happen to be
using the sites, the more beneficial it is for everyone involved.
Compact Disks are another example
of increasing returns. It takes a lot of money and resources to create and make
all of the information that goes on that one particular disk, but after that
one disk is created, virtually making copies of the other disks cost
practically nothing or very little compared to the original price of that fist
disk. What is important to remember is not to put too much time in money into
one product though if you cannot make it up through the sales. It is important
to know the competition’s product and know what the competition is selling
their product for.
Sunday, January 22, 2012
Assignment Two: Discuss why innovation is critical to stimulating and sustaining economic growth of a society.
Innovation brings out the best of
the best whenever it comes to designing and developing a product. Without
having innovation, people would not buy new things, new jobs wouldn’t be
created, and the economy would not grow. It is essential for companies to have
innovation to bring out the best products and services to customers, allowing
their lives to be more convenient. Innovation involves constantly keeping up
with the change of the fast pace world. A good example of a company that constantly
keeps innovating itself is Facebook. Facebook is constantly making changes to
itself to keep the user coming back for more. Facebook is appealing to so many
age groups because it brings a little of something to everyone whether it be
connecting with friends and family, playing games, chatting, finding groups to
be apart of online, etc. Junior high children all the way to grandparents are
on Facebook, which happens to be a very broad range group, therefore Facebook
must keep reinventing itself to keep up with the demand of what the user wants.
Google is another great company
that seems to be on top of innovation. Google knows that they need to be more
than just a search engine to be on top of the competition. With the features
that Google brings to the table, creates new jobs, which in turn helps the
economy grow. Recently with the newest feature of Google+, Google has ventured
into social networking, which in turn could give Facebook a run for their
money.
Innovation brings out the best of
the best in competing for the top spot of winning over a customer. Knowledge of
knowing what a customer wants is critical to becoming on top of innovation. Just
imagine if Ford Motors happened to still be making the Model T and other motor
companies were designing vehicles like we have today. There would be no way
that Ford would be able to stay afloat if that were the case. Innovation is
important. In a sense, the economy relies on innovation to keep jobs and money
floating around.
Saturday, January 21, 2012
Assignment One: Discuss why knowledge and competence are a critical source of competitive advantage.
Knowledge is the key to advancing
in anything in life, especially whenever it comes to companies and their chance
to lead over the competition. According
to Webster’s Dictionary, the definition for knowledge is “the range of one’s information
and understanding.” Knowledge and understanding have to be a part of the
company in order to improve and expand, not only to bring upon a better client
base, but also to provide a better product. Take for example the company Apple.
All of the knowledge that they have brought to the table creates an amazing
product that keeps people in demand for it because they are always reinventing
their products as newer, faster, slimmer, and better, keeping customers wanting
more and not switching to another company.
The world
of retail revolves around competition and striving to be number one in the
creation of products and sales. If there were no such thing as competition then
how would companies strive to make a better product, satisfying the customers?
Thankfully, the growing world of technology brings about plenty competition for
companies to strive in making the perfect product that we as customers will
often wonder how we ever did without that specific product and the features
that it has to offer. About two to three years ago, a lot of people did not
have internet access on their phones. Today, the majority of cellphone users
now use smartphones instead of just a standard phone that does nothing but call
and text.
Companies
are striving to make the best product out there because if they want their
company to survive and not go under, they have to. We as a society are obsessed
with having the latest gadgets, whether it is to make life more convenient for
our lives on the go, keeping up with the Jones’, or just because we find the latest
gadgets fun. Whatever the reason, companies know that they are going to have to
keep up with the technological world if they want to keep business.
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