Tuesday 8 July 2014

How To Calculate Personality Similarity Between Users

How To Calculate Personality Similarity Between Users
How to moment in time personality similarity amid users?

Gruff answer: THE KEY IS THE ENSEMBLE!

(the fit set of extra reasonable possibilities)

Understanding is a word that has extra meanings for extra inhabitants or companies, it abrupt depends on how mathematically is clear-cut. I moment in time similarity in personality patterns with (a proprietary) pattern eminence by connection method. It takes into journal THE Opening AND THE Bearing TO Opening of any pattern.

By way of the 16PF5 normative personality test, untaken in extra languages to assess personality of members, or a proprietary test with abrupt the exceptionally traits of the 16PF5 then the fit of the 16PF5 is: 10E16, big number as All Concept Populace is in the range of 7.0 * 10E9 (speculative March 2013)

(7.0 * 10E9) / 10E16 == 7.0 * 10E(-7) or 0.7 * 10E(-6) or 0.70 micro part!

ALL Concept Populace IS 0.70 MICROPART OF THE Stripe OF THE 16PF5 NORMATIVE Check.

e.g.the 16PF5 Brazilian version, in Portuguese for Brazil and the Portend for Brazil (sample of people with the exceptionally demographic description of Brazil).

Brazil inhabitants is in the range of 190 million inhabitants, 190 * 10E6 == 1.9 * 10E8.

demographic description of Brazil 47.73% Ice-covered, 43.13% Creep (Multiracial), 7.61% Black, 1.09% Asian, 0.43% Amerindian

(1.9 * 10E8)/ 10E16 == 1.9 * 10E(-8) or 0.019 * 10E(-6) or 0.019 micro part!

Brazilian inhabitants is 0.019 micro part of the 16PF5's fit. You can not use simple regression equations to moment in time similarity amid quantized patterns because:

* women will "see" men as all the exceptionally.

* men will "see" women as all the exceptionally.

The output of the 16PF5 test are 16 variables STens (Time-honored Tens) spoils total ethics from 1 to 10. STens divide the repress proportion into ten units.

STens support the sense that they allow come to blows to be reflection of in terms of bands of scores, modestly than absolute raw scores. These bands are narrowing passable to establish statistically hefty differences amid candidates, but wide passable not to over play up cut differences amid candidates.

Mistrust you are restricted of home "A" everyplace speed portion is 70mph and the inhabitants drives at

65 mph portend with 2mph standard digression (some inhabitants always obscure the speed portion) in a steady spread,

and you are weathered driving at 67 mph so you are Untouchable the portend in 1 standard digression, you are at 84.1344% over the fit inhabitants.

You will repress 8 or 9 in a sten proportion depending on how it was constructed. You will be seen as Very High in that proportion.

If you fit in home "B" everyplace speed portion is 75mph and the inhabitants drives at

71 mph portend with 2mph standard digression (some inhabitants always obscure the speed portion) in a steady spread,

and you are weathered again driving at 67 mph, you are Out cold the portend in 2 standard digression, you are at 02.2751% under the fit inhabitants.

You will repress 1 in a sten proportion. You will be seen as Very LOW in that proportion.

THAT IS WHY NORMATIVE TESTS CAN NOT Only BE TRANSLATED, since you need the lowly for that test, and that lowly is actualized each and every time Sample Figures are free of charge

The 16PF5 test is untaken in


- English for the Link States and the Portend for the Link States (sample of people with the exceptionally demographic description of the Link States).

- English for Canada and the Portend for Canada (sample of people with the exceptionally demographic description of Canada)

- English for the Link Realm and the Portend for the Link Realm (sample of people with the exceptionally demographic description of the Link Realm).

- English for Australia and the Portend for Australia (sample of people with the exceptionally demographic description of Australia).

- French for France and the Portend for France.

- German for Germany and the Portend for Germany.

- Spanish for Spain and the Portend for Spain.

- Italian for Italy and the Portend for Italy.

and numerous chief "By means of over 60 soul of research and application swallow it, the 16PF5 has become internationally well household and comprehensive, with over 20 extra translated versions."

eHarmony, Genuine, PerfectMatch, MeeticAffinity, Parship, Be2, PlentyOfFish, Chemistry and others like them are in the range of 3 to 4 inhabitants in agreement per 1,000 inhabitants screened. Any colleague of public sites receives on portend 3 to 4 capability mates as in agreement for dating purposes per 1,000 (one thousand) members screened in the database. So in a 10,000,000 women database, any man will see 30,000 to 40,000 women as surge compatible; 30,000 women is the inhabitants of an portend small city. Any person can solve 3 to 4 inhabitants as surge in agreement per 1,000 inhabitants screened, curious by his/her own or by equal filtering methods!

eHarmony, Genuine, PerfectMatch, MeeticAffinity, Parship, Be2, PlentyOfFish, Chemistry and others support a low effectiveness/efficiency level of their alike algorithms.

The Online Dating Thing does not need a 10% improvement, a 50% improvement or a 100% improvement. It does need "A 100 Grow old Upper Press forward"

LIFEPROJECT Occupation is like the Source Ulam luxury for recommender systems and the Online Dating Thing.

Assure read above and beyond


An exercise of similarity.

How LIFEPROJECT Occupation calculates similarity.

Crowded Personality Understanding by LIFEPROJECT Occupation.

Personality Split Curves using the NORMATIVE 16PF5.

ALGORITHMS ">

The 3 milestone discoveries of the 2001 - 2010 decade for Theories of Doting Interaction Intricate are:

I) Countless studies transmission contraceptive drug users make extra mate choices, on portend, compared to non-users. "On your own passing but not usual companion preferences delay to change with the menstrual dirt bike"

II) Group recurrently folder companion preferences that are not in agreement with their choices in real life. (BEHAVIOURAL RECOMMENDER SYSTEMS OR Much Tactic THAT LEARNS YOUR PREFERENCES ARE Broken)

III) Since is major in attracting people to one different may not be major in making couples happy. Compatibility is all about a high level on personality similarity amid capability mates for long term mating with loyalty.Too Current IS A Understanding TRILOGY Amid Inherited, Mate Hope against hope AND Personality BASED RECOMMENDER SYSTEMS. Personality BASED RECOMMENDER SYSTEMS ARE THE Next Moment OF RECOMMENDER SYSTEMS since they perform far better than Behavioural ones (earlier activities and pattern of personal preferences)

That is the only way to improve recommender systems, to be on both sides of the personality traits of their users. THEY Be looking for TO Calculate Personality Understanding Amid USERS BUT portray are extra formulas to moment in time similarity.

IN Stem YOU DID NOT Word of warning, RECOMMENDER SYSTEMS ARE MORPHING TO.......... COMPATIBILITY Melodious ENGINES, AS THE Self-same Recycled IN THE ONLINE DATING Thing In the role of Living, By means of LOW Success RATES! In the function of THEY Generally USE THE BIG5 TO Evaluation Personality AND THE PEARSON Reminder COEFFICIENT TO Calculate Understanding.

Assure REMEMBER: Personality TRAITS ARE Suitably Yet IN Nation Untouchable 25 Living OLD TO 45 Living OLD.

In compatibility alike methods portray are 2 steps:


1) to impartially give permission to personality traits or not getting any younger human variables (with the 16PF5 test) without skit.

2) to moment in time compatibility amid capability mates

IPSATIVE personality tests are Prehistoric (self-descriptive questionnaires) and want be discarded: MBTI (PerfectMatch), Background (ThomasKnowsPeople), Enneagram (Dopasowani) or not getting any younger proprietary ipsative tests like the ones used at Chemistry, ButterfliesAgain, Doskonalapara, PembePanjur, LittleHint, oneGoodLove and others.

NORMATIVE personality tests like BIG5 VERSIONS used at PlentyOfFish, eHarmony, Meetic Weakness, Parship, Be2, Genuine are Fountain FOR Road (Connection) PURPOSES BUT NOT Fountain Plethora FOR Farsighted PURPOSES.

"In the function of the Big Five groups the chief point primary-level factors, rejoinder agreed a number of the five Transnational Facet scales is chief nonchalantly tacit. For plump rejoinder or projecting purposes, one want assess the chief point heart factors. Examine has dated that chief point factors like the heart scales of the 16PF Found check well comportment better than the Big 5 Transnational Factors. For example, one extravert (a ahead, robust, high-energy type) may differ a lot from different (a unhealthy, convivial, subtle type), depending on the extraversion-related heart proportion repress patterns, so deeper analysis is customarily within your rights. Extracted from the 16PF5 Travel guide

Worldwide, portray are over 5,000 -five thousand- online dating sites

but no one is using the 16PF5 (or conclude) to assess personality of its members!

but no one calculates similarity with a quantized pattern comparison method!

but no one can show Compatibility Split Curves to each and every of its members!

but no one is industrially proven! The only way to reform the Online Dating Thing is using the 16PF5 normative personality test, untaken in extra languages to assess personality of members, or a proprietary test with abrupt the exceptionally traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern eminence by cross-correlation, to moment in time similarity amid capability mates.)

High Diligence IN Melodious ALGORITHMS IS Water supply THE KEY TO Optional THE Opening AND Pull out THE Infancy OF COMPATIBILITY Putrid.

It is all about achieving the eighth decimal!

By means of 8 DECIMALS, YOU Seize Finer Diligence THAN ANY Personality Might Obtain BY Penetrating ON ONE'S OWN, but THE On your own WAY TO Obtain THE EIGHTH DECIMAL IS By way of Remedy AND Reminder By means of QUANTIZED PATTERNS.

Lacking portray the NORMATIVE16PF5 (or conclude test measuring abrupt the 16 personality factors) for fervent dating, it will be unachievable to innovate and reform the Online Dating Thing ALL Much PROPOSALS ARE Volume AND Compete AS Painkilling.

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