Tag: normalize

How To Use Data Correctly

On May 5, 2011

There is a raging debate about data usage, privacy violation, and even epic technology data hacks. The reason is simple – data has value. Ultimately, data are convertible to value – in some form or another, including money. That means that data are a convertible currency. This is not necessarily bad, however, there is a right way and a wrong way to convert data into value.

The wrong way is to steal it from it’s rightful owners

You and I, by our motions, movements, communications and the pursuit of freedom and happiness create a huge amount of data. This belongs to each individual. When two or more people interact with each other – the data they create belongs to them, and nobody else. This is a very powerful relationship that others seek to exploit. Equally culpable are those who don’t protect their data and the data they share with people around them.

The right way to use data is to play a game

If you observe any game that people play – from children’s games to sports, and even gambling – they all have one thing in common. Each player has the same information as all the other players. The game is largely the ability to influence the information with data. Kids know the probability that a they will be tagged and influence their strategy accordingly – but they all play on the same field. In a basketball game, gravity behaves exactly the same for every player on the team. Poker players know the probability that their opponent will draw a flush – there are only 52 cards. Stealing Data is like slanting the playing field, stealing cards from the deck, or changing the influence of gravity.

Fair Market Value is a Value Game

The underlying assumption of market capitalism is that everyone has the same information. Two people holding the same Carfax report can have a rational and fair negotiation about the value of that used car. As such, the used car market is efficient. Package labeling, truth in advertising laws, and pharmaceutical disclaimers are an attempt to keep a market efficient so that the market can arrive at a “Fair Market Value”.

The Value Game

The Value Game being tested now at Social Flights is a real life game where real people fly to real places to do real things on real nice airplanes. There are no badges, tokens, little pink cows, wiggly worms, mayorships, or leader boards. The Value Game is a real economic game built on real data that real players create, own, and share only with other real players.

How to use data correctly

The Value Game will process a great deal of information to make Social Flights operate efficiently. Data must be normalized to calculate the probability that a flight will fill so that everyone can make a rational decision about price. Normalized data can be used to create a seat cancellation insurance policy to reduce price volatility. Normalized data can help travelers buy an option on game 7 of the World Series, before game 5 has ended. Normalized data can be applied so the player knows exactly how much of a discount to require from a vendor for accepting a coupon. Etc.

The Value Game does not need to know your name, address, phone number, or credit score to compile useful information. The Value Game does not even need to know such information about your friends, family, or professional relationships. Nobody needs to know your private information – unless they intend to use your data incorrectly. After all, thieves need to know who to restrict your data from – you.

Social Value Creation: How To Manufacture Wisdom

By Admin

On October 29, 2010

In General Information

We call this wisdom

In the old days, the hiring manager was the person to know if you wanted to get a job. They would read your resume and compare it with the “bell curve” in their mind. This bell curve contains a statistical sample of all similar situations that the manager has witnessed, the variables involved, and a range of outcomes observed across their long and illustrious career…Ohhhmmmmmm

We Call This Simulated Wisdom

Modern HR systems try to simulate this wisdom through a series of innovations such as key word search, structured interviews, personality tests, and employee incentives. Now we can use Google (an information company) to derive sort of a proxy for wisdom as we assess search results in our own image. Facebook and Linkedin go a step further by providing us with another filter through which to pass judgement upon a future employee or partner. The problem is that the more we look into these systems, the more they deliver back to us a reflection of ourselves…Ohhhmmmmm

: Social Media vs. Normalized Intellectual, Social, and Creative Capital

The Data need to be Normalized

The world has become so strange, complex, technological, and interwoven, that no single person can possibly posses such a vast and broad set of experiences as to arrive at an optimized outcome every time. Innovation favors strategic combination of diverse knowledge unlike the Industrial revolution which favored identical packets of similar knowledge. The Innovation Economy will require a completely new approach to social value creation.

The Social Credit Score

Not unlike the FICO score, the knowledge inventory is a collection of potential knowledge events where the social network is a reporting agency that has a vested interest in meaningful knowledge events. Unlike FICO however, the variables for knowledge can be infinite (think of the Dewey Decimal System). Also, a Social Credit Score would respond to positive events rather than a finite set of negative “hits”.

The Percentile Search Engine

Instead of just returning information, this new search engine must return probabilities from which an entrepreneur may test scenarios related to the likelihood of executing a particular business process at a known time, cost, proximity, ROI, etc.

Example

Innovation Economics

An entrepreneur may want to know if her team has enough knowledge to execute a business plan. Perhaps the team has too much knowledge and they should try something more valuable. Maybe the team does not have enough knowledge and they should attempt another opportunity or accumulate training.

Valuation of Knowledge The search engine can look into a network and identify the supply and demand of a knowledge asset. If it is unavailable or too expensive, the search engine can adjust for price, risk, or options that may emerge at a later date.

Business Intelligence Organizations can scan each other’s knowledge inventory and decide to compete, cooperate, acquire, or evade.

Knowledge management If a key person retires, the entrepreneur would simulate the knowledge that is lost and reassign people strategically.

The Secret Sauce Companies such as Disney and Boeing both use Engineers, each would have proprietary algorithm of knowledge that represents their “secret sauce” of success. These recipes can be adjusted and improved to reflect and preserve the wisdom of an organization. Over time, these algorithms will become far more valuable then the Patents and Trade Secrets created by them – this will allow technologies to be open sourced much more profitably and shared across more industries.

Eventually, we will learn to manufacture wisdom …OhhhhMmmmmGeeeee

The Social Credit Score

By Admin

On October 27, 2010

In General Information

Money Matchmaker

The function of a Bank is to match most worthy money surplus with most worthy money deficit. In the old days, the banker was the person to know if you wanted to be successful in town because they did the matching. But with the emergence of the credit score, the “banker” became digitized. The spread of the credit score is responsible for great wealth creation because many more entrepreneurs could borrow money in the present to increasing human productivity in the future.

The Credit Score

The credit score is statistical in nature; it isolates about 30 or so indicators of your financial activity and puts them on a bell curve. These include how much debt you have, how much your assets are worth, your income, etc. These ratings are run through the FICO Equation and out pops your credit score. Anyone can predict the likelihood that you may default on your financial obligation.

All of the data that feed FICO are collected from public records, your employer, and the people who you borrow money from because these same organizations have a vested interest in a system of correct credit scores.

We are competing with ourselves

It is interesting that people do not compete directly with each other for our credit score because it is not a ranking system, it is a “normal distribution”. However, with no credit, people are invisible and the system shuts them out. With bad credit, the system also shuts them out. People are also willing to give up some freedom and privacy, but they accept these terms because the credit score provides tremendous leverage to finance a business, automobile, or a home.

The Knowledge Matchmaker

The Value Game specifically transforms financial currency into social currencies where value increases by human interactions in communities. Then, the social currency is transformed back into a financial currency or stored in a yet to be determined social currency. The efficiency of the Social Value Creation Process can be vastly improved with a Social Credit Score. The objective, like the financial credit score, would be to match most worthy knowledge surplus to most worthy knowledge deficit.

The Social Credit Score

There are two forces that need to be combined to produce a credit score; the reporting of social activity and the independent variables that constitute social activity. We already see some elements where search engines report your social activity and we have seen a few unsuccessful attempts to use Twitter as a proxy for social productivity. Neither are functional but the nascent social credit score system will eventually improve. But why wait if we already know what needs to be done?

Something else needs to happen

Not unlike the FICO score, the Social Credit Score is a knowledge inventory for social, creative, and intellectual assets that a community of people collectively hold. The format of the knowledge inventory must be assembled to a bell curve.

Next, a new type of search engine must be developed that can process the knowledge inventory and statistically match most worthy surplus of knowledge asset with most worthy deficit of knowledge asset given a set of business objectives. Then and only then can holistic transactions take place which can redefine human economics in social currencies, i.e., where knowledge really is an asset.

The Next Economic Paradigm

Tag: normalize

How To Use Data Correctly

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