dating, lies and algorthms

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Dating, lies and algorithms Dating, lies and algorithms

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Page 1: Dating, Lies and Algorthms

Dating, lies and algorithmsDating, lies and algorithms

Page 2: Dating, Lies and Algorthms

http://www.flickr.com/photos/zoso_tc/3020826589/

We were all single onceWe were all single once

Yesterday 33% of couples met online. It will be 70% by 2040

Page 3: Dating, Lies and Algorthms

http://www.flickr.com/photos/joshuarhodes/3357611013

The effect of the internet on matingThe effect of the internet on mating

Page 4: Dating, Lies and Algorthms

Physical first, personality secondPhysical first, personality second

Page 5: Dating, Lies and Algorthms

Personality first, physical secondPersonality first, physical second

http://www.flickr.com/photos/sharynmorrow/3102118435

Page 6: Dating, Lies and Algorthms

Celebrate! The geeks won?Celebrate! The geeks won?

https://www.flickr.com/photos/garrettcoyte/5641290993

Page 7: Dating, Lies and Algorthms

It's been a periodic victory?It's been a periodic victory?

http://www.nydailynews.com/life-style/mobile-apps-dating-snap-article-1.1613415

Page 8: Dating, Lies and Algorthms

Not so fast... the fightback has startedNot so fast... the fightback has started

Page 9: Dating, Lies and Algorthms

Social dating is on the riseSocial dating is on the rise

Page 10: Dating, Lies and Algorthms

But think about the data!But think about the data!

https://www.flickr.com/photos/luc/5418037955

Page 11: Dating, Lies and Algorthms

Think about the money!Think about the money!The US dating service market is estimated to be worth $2.2 billion!

1. IAC (Match.com, OkCupid, Tinder, ...) at 27%2. eHarmony at 13.8%3. Zoosk at 5.1%4. Spark Networks (JDate, Christian Mingle, ...) at 3.2%.

https://www.flickr.com/photos/doug88888/4634443529

Page 12: Dating, Lies and Algorthms

Money you say?Money you say?UK's biggest online dating companies is Edinburgh-based Cupid plc, a company which generated revenue of £81m last year

The average dating site customers spends£150 per year

https://www.flickr.com/photos/kalexanderson/6012209875

Page 13: Dating, Lies and Algorthms

...oh that's where the money has gone...oh that's where the money has gone

https://www.flickr.com/photos/giumaiolini/2458096615

Page 14: Dating, Lies and Algorthms

Imagine if you were deviousImagine if you were devious

https://www.flickr.com/photos/sharynmorrow/3077375305

Page 15: Dating, Lies and Algorthms

Imagine if you liedImagine if you lied

https://www.flickr.com/photos/renaissancechambara/6030597516

Page 16: Dating, Lies and Algorthms

Lacked moral judgementLacked moral judgement

https://www.flickr.com/photos/legofenris/4390305784

Page 17: Dating, Lies and Algorthms

...or simply had shareholders and ...or simply had shareholders and investorsinvestors

https://www.flickr.com/photos/stovak/2181398407

Page 18: Dating, Lies and Algorthms

https://www.flickr.com/photos/legofenris/4644667131

Imagine what you could do with all that Imagine what you could do with all that data?data?

Page 19: Dating, Lies and Algorthms

Learn from the dealersLearn from the dealers

https://www.flickr.com/photos/boboroshi/92765193

Page 20: Dating, Lies and Algorthms

Offer a free trial to new usersOffer a free trial to new users

https://www.flickr.com/photos/josa/65878807

Page 21: Dating, Lies and Algorthms

Raise the level of urgencyRaise the level of urgency

https://www.flickr.com/photos/cults/7714092304

Page 22: Dating, Lies and Algorthms

Make it more addictive than a class A Make it more addictive than a class A drugdrug

https://www.flickr.com/photos/boboroshi/92765193

Page 23: Dating, Lies and Algorthms

Add game dynamics and repeatAdd game dynamics and repeat

Page 24: Dating, Lies and Algorthms

Make it like shopping for bread or milkMake it like shopping for bread or milk

https://www.flickr.com/photos/andreiz/1190592277

Page 25: Dating, Lies and Algorthms

Abundant blur of facesAbundant blur of faces

Page 26: Dating, Lies and Algorthms

Make it easy and attractive to start Make it easy and attractive to start againagain

“A permanently paired-off dater, after all, means lost revenue”

Page 27: Dating, Lies and Algorthms

Sell the greener grass, on the other Sell the greener grass, on the other sideside

http://m.theatlantic.com/magazine/archive/2013/01/a-million-first-dates/309195/

Page 28: Dating, Lies and Algorthms

If you're not paying, you are the If you're not paying, you are the product?product?

https://www.flickr.com/photos/avlxyz/3981511729

Page 29: Dating, Lies and Algorthms

Additional insultAdditional insult

https://www.flickr.com/photos/dahlstroms/5532390715

Page 30: Dating, Lies and Algorthms

Create fake/shadow profilesCreate fake/shadow profiles

https://www.flickr.com/photos/scaramuzzino/383195361

Page 31: Dating, Lies and Algorthms

Fake profiles which message people Fake profiles which message people leavingleaving

Florida mom's photos used in more than 200 bogus Match.com profiles$1.5 billion lawsuit http://www.nydailynews.com/news/national/bogus-profiles-rampant-match-lawsuit-article-1.1526124

Page 32: Dating, Lies and Algorthms

Offer no protection to your usersOffer no protection to your users

“the company ignores the fraudulent profiles and also creates its own”

Page 33: Dating, Lies and Algorthms

Introduce premium match algorithmsIntroduce premium match algorithms

http://www.nytimes.com/2012/02/12/opinion/sunday/online-dating-sites-dont-match-hype.html?_r=3

Page 34: Dating, Lies and Algorthms

Charge for personalised searchesCharge for personalised searches

http://www.datingsitesreviews.com/article.php?story=eharmony-broadens-its-scope-to-personalized-matchmaking

Page 35: Dating, Lies and Algorthms

Paid dating “experts”Paid dating “experts”

http://www.theguardian.com/science/brain-flapping/2014/feb/25/science-dating-angry

Page 36: Dating, Lies and Algorthms

Matching algorithms lies?Matching algorithms lies?

http://www.psychologicalscience.org/pdf/PSPI-online_dating-proof.pdf

The past 80 years of scientific research about what makes people romantically compatible suggests that such sites are unlikely to do what they claim to do.”

A recent paper from the Association of Psychological Science was prettyclear that there's little evidence for any matching algorithm's scientific merit("no compelling evidence supports matching sites" claims thatmathematical algorithms work")

Page 37: Dating, Lies and Algorthms

Lawsuits? Sell the data, get out!Lawsuits? Sell the data, get out!

plaintiffs in the case are arguing that the company fraudulently misled them about their

services, charging $1,000 per year for services that they did not deliver

https://www.flickr.com/photos/agude/2850198138/

Two major online dating agencies are being sued for alleged fraud and malpractice

Page 38: Dating, Lies and Algorthms

Is LOVE intangible?Is LOVE intangible?

http://www.flickr.com/photos/orangeacid/3949510671

Page 39: Dating, Lies and Algorthms

Do we Do we actuallyactually want to quantify want to quantify LOVE?LOVE?

http://en.wikipedia.org/wiki/Helen_Fisher_(anthropologist)

Page 40: Dating, Lies and Algorthms

Remember sex education at school?Remember sex education at school?

Dr. Fisher earned a BA in Anthropology and Psychology from New York University in 1968; an MA in Physical Anthropology, Cultural Anthropology, Linguistics, and Archeology from the University of Colorado at Boulder in 1972, and a PhD in Physical Anthropology: Human Evolution, Primatology, Human Sexual Behavior, and Reproductive Strategies from the University of Colorado at Boulder in 1975. She is a leading expert on the biology of love and attraction. She is currently the most referenced scholar in the love research community. In 2005, she was hired by match.com

Page 41: Dating, Lies and Algorthms

Mmmmmmmmoooooore data!Mmmmmmmmoooooore data!

https://www.flickr.com/photos/legofenris/4644667131

Page 42: Dating, Lies and Algorthms

Well poke me... sounds like Facebook?Well poke me... sounds like Facebook?

https://www.flickr.com/photos/kalexanderson/5816619704

Page 43: Dating, Lies and Algorthms

Remember zuck's site in 2004Remember zuck's site in 2004

https://www.flickr.com/photos/legofenris/4644667131

Page 44: Dating, Lies and Algorthms

Facebook knowsFacebook knows

https://www.facebook.com/groups/228397100510387/

Page 45: Dating, Lies and Algorthms

Facebook is the ultimate dating siteFacebook is the ultimate dating site

http://mashable.com/2014/05/19/facebook-ask-button/http://www.datingsitesreviews.com/article.php?story=facebook-s-new--ask--feature-is-sparking-controversy

Page 46: Dating, Lies and Algorthms

Thank you... (Thank you... (no dating sites were harmed in this no dating sites were harmed in this

talktalk))

Ian Forrester | Ian Forrester | cubicgarden.com | @cubicgardencubicgarden.com | @cubicgarden