Proceedings of the 8th ACM Conference on Recommender systems

http://dl.acm.org/citation.cfm?id=2645710&preflayout=flat

Please remember:
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/09/paper-improved-network-based.html
If you want to be first in the "personalization arena" == Personality Based Recommender Systems, you should understand HOW TO INNOVATE in the ................ Online Dating Industry first of all!  
WorldWide, there are over 5,000 -five thousand- online dating sites
but no one is using the 16PF5 (or similar) to assess personality of its members!
but no one calculates similarity with a quantized pattern comparison method!
but no one can show Compatibility Distribution Curves to each and every of its members!
but no one is scientifically proven!

The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlationwith quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo.

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!

http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf 

Do you want to innovate in the Online Dating Industry?
Read: The 8 tips to innovate in the Online Dating Industry 2014!  
 
What comes after the Social Networking wave?
The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test.

Personality-Aware Collaborative Filtering: An Empirical Study in Multiple Domains with Facebook Data

 http://link.springer.com/chapter/10.1007/978-3-319-10491-1_13
 Abstract: In this paper we investigate the incorporation of information about the users’ personality into a number of collaborative filtering methods, aiming to address situations of user preference scarcity. Through empirical experiments on a multi-domain dataset obtained from Facebook, we show that the proposed personality-aware collaborative filtering methods effectively –and consistently in the studied domains– increase recommendation performance, in terms of both precision and recall. We also present an analysis of relationships existing between user preferences and personality for the different domains, considering the users’ gender and age.

Please remember:
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)
If you want to be first in the "personalization arena" == Personality Based Recommender Systems, you should understand HOW TO INNOVATE in the ................ Online Dating Industry first of all!  
 
WorldWide, there are over 5,000 -five thousand- online dating sites
but no one is using the 16PF5 (or similar) to assess personality of its members!
but no one calculates similarity with a quantized pattern comparison method!
but no one can show Compatibility Distribution Curves to each and every of its members!
but no one is scientifically proven!

The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlationwith quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo. 

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!

http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf 
 
What comes after the Social Networking wave?
The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test. 

Tinder Spammers Move To SMS After Improvements To Dating App’s Security

http://techcrunch.com/2014/10/10/tinder-spammers-move-to-sms-after-improvements-to-dating-apps-security/

See this info from Alexa
http://www.alexa.com/siteinfo/www.gotinder.com

How Tinder Transformed Dating, According To Its CEO
http://techcrunch.com/2014/09/10/learning-to-love/
http://techcrunch.com/2014/09/10/tinders-sean-rad-says-he-has-not-swiped-right-to-benchmark-or-other-investors/
http://techcrunch.com/video/sean-rad-backstage-interview/518409959/
http://techcrunch.com/video/sean-rad-on-opting-in-and-the-swipe/518409890/

Tinder Is Raising From Benchmark At A Valuation North Of USD750 Million
http://techcrunch.com/2014/09/10/tinder-is-raising-from-benchmark-at-a-valuation-north-of-750-million/

Tinder Lawsuit GAME OVER
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/09/tinder-lawsuit-game-over.html

It seems Tinder is like Chatroulette but it will collapse like Skout.
Lots of persons want to use it, but nobody wants to pay for it.

Please read also:
IAC buys back 10% of Tinder at USD5B valuation ???
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/04/iac-buys-back-10-of-tinder-at-usd5b.html
Tinder Impostors – Story of My Stolen Identity by Kristin Shotwell
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/04/tinder-impostors-story-of-my-stolen.html

My answer to the Topeka Analysis: Why Investors Should NOT Be Enthusiastic About Tinder.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/04/my-answer-to-topeka-analysis-why.html

Tinder, Chatroulette, Twitter and PlentyOfFish (POF) and tech space that is out of control
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/03/tinder-chatroulette-twitter-and.html
"How Tinder will collapse"
Facebook allows minors to use it (people from 13 to 17 years old)
Online Dating is NOT for minors.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/08/how-tinder-will-collapse.html
The IAC is not going to conduct Identity Verification to screen all Tinder's members.
It seems Tinder is like Chatroulette but it will collapse like Skout.
http://mashable.com/2012/06/13/skout-rape/
When the IAC Personals bought OKCupid (3+ years ago) for an astronomical amount of money, the OKCupid team had the task to copycat Badoo, but they failed in that mission. IAC Personals backed Tinder instead, as the copycat of Badoo. Tinder is only a cheap marketing tool to send prospective clients to Match and make them paid there, but it seems there is a divorce between Tinder and Match just now! Perhaps the IAC will "discretely bury" Tinder soon, it will absorb it and merge with Match mobile (with Stream and Mixer features) as soon as possible.

PAPER Recommender Systems Based On Social Networks

Recommender Systems Based On Social Networks
http://www.sciencedirect.com/science/article/pii/S0164121214002064
Please read also:
Exploiting homophily-based implicit social network to improve recommendation performance
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6889743

Using Category and Keyword for Personalized Recommendation: A Scalable Collaborative Filtering Algorithm
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6916464

............................

Please remember:
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/09/paper-improved-network-based.html
If you want to be first in the "personalization arena" == Personality Based Recommender Systems, you should understand HOW TO INNOVATE in the ................ Online Dating Industry first of all!  
WorldWide, there are over 5,000 -five thousand- online dating sites
but no one is using the 16PF5 (or similar) to assess personality of its members!
but no one calculates similarity with a quantized pattern comparison method!
but no one can show Compatibility Distribution Curves to each and every of its members!
but no one is scientifically proven!

The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlationwith quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo.

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!

http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf 

Article: Zalando-Rocket-Fiasko alarmiert Anlegerschützer

Hundreds of millions of Euros were lost within days by investors in Zalando and Rocket Internet. Investor advocates, demand that in the future only profitable companies should be allowed to list publicly. 
http://www.spiegel.de/wirtschaft/unternehmen/zalando-und-rocket-zulassung-zur-boerse-muss-reguliert-werden-a-995970.html
http://www.tagesspiegel.de/wirtschaft/missglueckte-boersengaenge-zalando-und-rocket-internet-verbrennen-2-7-milliarden-euro/10824214.html
http://www.manager-magazin.de/lifestyle/artikel/a-996531.html

http://www.kassenzone.de/2014/09/28/rocket-internet-proven-winners-vs-reality/

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/09/rocket-internet-ag-doubles-ipo-size-due.html


Rocket Internet AG. / All ventures are created using a complex system of shell companies. /
Jade, Juwel, Brillant, Bambino, Platin and others.
See Jade 1076. GmbH. and Jade 1085. GmbH. as sample
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/08/rocket-internet-ag-all-ventures-are.html
Secret papers: How the Samwer bros. woo investors.
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/02/secret-papers-how-samwer-bros-woo.html
Some analysis and comments about "Frontal21-Doku: Die große Samwer-Show"
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/08/some-analysis-and-comments-about.html
Rocket Internet AG. Q2 2014 financials via AB Kinnevik
http://onlinedatingsoundbarrier.blogspot.com.ar/2014/07/rocket-internet-ag-q2-2014-financials.html

Collaborative filtering beyond the user-item matrix: A survey of the state of the art and future challenges

PAPER Collaborative filtering beyond the user-item matrix: A survey of the state of the art and future challenges.

http://mmc.tudelft.nl/content/collaborative-filtering-beyond-user-item-matrix-survey-state-art-and-future-challenges

Over the past two decades, a large amount of research effort has been devoted to developing algorithms that generate recommendations. The resulting research progress has established the importance of the user-item (U-I) matrix, which encodes the individual preferences of users for items in a collection, for recommender systems. The U-I matrix provides the basis for collaborative filtering (CF) techniques, the dominant framework for recommender systems. Currently, new recommendation scenarios are emerging that offer promising new information that goes beyond the U-I matrix. This information can be divided into two categories related to its source: rich side information concerning users and items, and interaction information associated with the interplay of users and items. In this survey, we summarize and analyze recommendation scenarios involving information sources and the CF algorithms that have been recently developed to address them. We provide a comprehensive introduction to a large body of research, more than 200 key references, with the aim of supporting the further development of recommender systems exploiting information beyond the U-I matrix. On the basis of this material, we identify and discuss what we see as the central challenges lying ahead for recommender system technology, both in terms of extensions of existing techniques as well as of the integration of techniques and technologies drawn from other research areas.

---------------------------

Please remember:
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)
If you want to be first in the "personalization arena" == Personality Based Recommender Systems, you should understand HOW TO INNOVATE in the ................ Online Dating Industry first of all!  
 
WorldWide, there are over 5,000 -five thousand- online dating sites
but no one is using the 16PF5 (or similar) to assess personality of its members!
but no one calculates similarity with a quantized pattern comparison method!
but no one can show Compatibility Distribution Curves to each and every of its members!
but no one is scientifically proven!

The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlationwith quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo. 

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!

http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf 
  
What comes after the Social Networking wave?
The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test. 

WOOF: user defined news recommendation system

http://scottshi.com/trunk/file/woof.pdf

7.1.1 Jaccard Similarity

7.1.2 Cosine Similarity 

............................

Please remember:
Personality Based Recommender Systems are the next generation of recommender systems because they perform far better than Behavioural ones (past actions and pattern of personal preferences)

http://onlinedatingsoundbarrier.blogspot.com.ar/2014/09/paper-improved-network-based.html
If you want to be first in the "personalization arena" == Personality Based Recommender Systems, you should understand HOW TO INNOVATE in the ................ Online Dating Industry first of all!  
WorldWide, there are over 5,000 -five thousand- online dating sites
but no one is using the 16PF5 (or similar) to assess personality of its members!
but no one calculates similarity with a quantized pattern comparison method!
but no one can show Compatibility Distribution Curves to each and every of its members!
but no one is scientifically proven!

The only way to revolutionize the Online Dating Industry is using the 16PF5 normative personality test, available in different languages to assess personality of members, or a proprietary test with exactly the same traits of the 16PF5 and expressing compatibility with eight decimals (needs a quantized pattern comparison method, part of pattern recognition by cross-correlation, to calculate similarity between prospective mates.)
High precision in matching algorithms is precisely the key to open the door and leave the infancy of compatibility testing.
It is all about achieving the eighth decimal!
With 8 decimals, you have more precision than any person could achieve by searching on one's own, but the only way to achieve the eighth decimal is using analysis and correlationwith quantized patterns.
Without offering the NORMATIVE16PF5 (or similar test measuring exactly the 16 personality factors) for serious dating, it will be impossible to innovate and revolutionize the Online Dating Industry All other proposals are NOISE and perform as placebo.

LIFEPROJECT METHOD: 100X better than eHarmony, not 100% better, 100 times better!

http://es.scribd.com/doc/223672375/LPMvEHARMONY-pdf 

Do you want to innovate in the Online Dating Industry?
Read: The 8 tips to innovate in the Online Dating Industry 2014!  
 
What comes after the Social Networking wave?
The Next Big Investment Opportunity on the Internet will be .... Personalization!
Personality Based Recommender Systems and Strict Personality Based Compatibility Matching Engines for serious Online Dating with the normative 16PF5 personality test.