zondag 23 januari 2011

The Pudding Taster and the Neural Network

A review of paiq.nl

Yours truly, the taster of Cupid's digital puddings, has received an invitation to Paiq.nl - a dating site that uses a neural network to match people.

Using software to match people to each other is hardly a new concept. Nor is it new that you can only contact the people that the computer matched you to; the Pudding Taster believes that eHarmony has worked that way since it started.
Where Paiq differs from other dating services is that it uses a neural network. It is an adaptive matchmaking process, that relies on the feedback of users and tries to automatically incorporate it. In other words, the system learns from it's success or failure - or so the authors say.

How does Brain Pudding taste?
If Paiq were a pudding.... then a bite of Paiq's pudding would seem to have flavor initially, but loose it's taste before being swallowed. Also, the waiter keeps begging for tips, hinting that he might have something better for you.

And now in English:

"A bite has flavor initially"
It's easy to get in touch with people, which is a great advantage over the "profile gallery" dating sites. Instead of being presented with a list of people, just a few matches are presented. If they're online, you can chat with these pre-selected ladies right away. And if nobody is present, you can ask the system to find someone who is. It looks for the highest matching person online, and will invite her to chat with you. Failing that, it simply tries the next best match, and so on. This is the good, flavoured part.

"The bite looses flavor before being swallowed": 
The bad part is that you can't see someone's pictures until you've chatted for 15 minutes. There is a certain fairness about this, in that it means you can't judge a person by their looks alone. But when yours truly finally saw the pictures, they really didn't match his taste.

"The waiter keeps begging for tips":
Paiq is free, in the sense that you don't need to pay to talk to someone. But you have to pay for extra services.
Paiq matched me with 2 people initially, and matches me with a new person after several days.
But it will match you any time if you're willing to pay. This is called the TimeCheat. It won't show the pictures of other people until you've chatted with them - but it will show you if you're willing to pay. This is called the PhotoCheat. 

And furthermore....
The Pudding Taster is not impressed with the "personality test". It seemed rather superficial, and like most of these tests, it assumes that the participant knows himself/herself well.
And then there is the neural network. It is supposed to learn from the feedback going back into the system, but that feedback seems to be limited to whether or not you stay in touch with someone. The Pudding Taster wonders how the system is supposed to learn from such extremely limited information.

Pudding Judgement: 6 out of 10.
So far, it's a disappointment; better than profile galleries in that you have immediate contact, but that pretty much sums it up. And even that immediate contact comes from the "SpeedDate" system, not from the neural network!
Still, there is potential for this one. There are still several options that the Pudding Taster has not yet tried, so he is not giving up hope yet.

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