Showing posts with label Video. Show all posts
Showing posts with label Video. Show all posts

Saturday, May 18, 2013

Filter bubbles endangering Internet freedoms

The "filter bubble" is a kind of media bias ; resulting from over-personnalization, it tends to feed you only with "confortable" informations, isolating you inside your own bubble of filtered informations from the wide variety of opinions of the world.

In random graphs theory there is an interesting phenomenon called percolation. It basically says that when you have a very large random graph, depending on the average of the local structure (i.e. how many links each node have), you can determine some properties with respect to the general connectivity of the graph, and the number of hops you need to get from one node to the next. High percolation value means few hops are needed to navigate between to different ideas.
What the mathematical theory says is that depending on the local structure, there is a strong threshold effect where if you had just a little more local connectivity, you would need exponentially less hops to reach any other node in average.

"Filter bubbles" are appearing because by a clever choice of (search engine) personnalization policies we are now losing the high percolation value.

It results from the algorithms used inside search engines, which analyses your online behavior, and decides to push you the information, you will most likely enjoy. Infomation is now personalized so much that when you search for something, you will probably only find something that shares your point of view with regard to the subject you searched, which will tend to confort you on your own perspective, but at the same time, you are less and less confronted with opposite perspectives. 



This bias is particulary hard to avoid, and is self reinforcing, because of economic interest of various actors. I think it's becoming increasingly overwhelming these days mainly because of another bias of search engines, which is ultra-specialization. Most search-engine-visible websites, are now ultra specific to your query. This mean that when you have visited one page of the website you will most likely go back to the search engine, rather than following a link on the website to an unrelated surprisingly interessant subject.

It is getting harder and harder to escape from filter bubbles.

How to avoid them : As a user the cleanest way to avoid getting trapped in a filter bubble is to have control on the filter. Unfortunately, that's not something search-engines offer for now.
As a user, being aware of them and searching for a wide variety of point of views is a good step. You can also start following some website that spreads ideas on various unrelated subjects. Would the percolation number be higher would I recommend to follow links rather than using search engines.
Social medias, are not an answer to this phenomenon, as friends and communities typically show a strong cluster-like behaviour.
As a blogger, if you feel the courage (massive de-ranking is previsible), you can contribute by diversifying your blog so you could expose to a wider variety of subjects.

Thursday, August 23, 2012

Monads


In your quest for genericity
In your quest for abstraction
In your quest for instanciation
But could you invoke their name

42

In life when rules are simple 
Things get pretty messed up 
In pretty messed up life 
The rules are simple

Saturday, May 12, 2012

P2P

Decentralized computation and communication
Scaling accordingly so that offer match demand.
A global public playground is being taken by private clouds.
Should P2P survive in hostile environment...


The times they are a-changin'...

Sunday, April 1, 2012

6r3y H4t

Neither good nor evil, both good and evil
Use this essence to free your mind
Keep it as stupid simple as law is
Be the mirror's edge

Cassandra

The gift of greater sight
Comes at a price you can foresee
Abandoning the query of sense
And accepting your fate

Sunday, February 12, 2012

Economy

The art of playing to win.
What greater game than monopoly could there be ?
Play the fish, not the shark !
Fish farming was born...

ENSAE Course    -    MIT Course 

Money

The right to explore the possibilities of time
Created to enslave the ignorants
Who cannot ignore it
In history the salvation is

Sunday, January 22, 2012

Dreams

Dreaming about dreams
Dreamless souls and soulless dreamers
The wanders of the mind
Make the mind wonder

Thursday, January 19, 2012

Knowledge

I won't tell you now what knowledge is.
But I will share some with you.
Should it be free ?

Enjoy !