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Social networks - entertainment and/or driver of new technology development

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Marko Andjelkovic

on 22 August 2013

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Transcript of Social networks - entertainment and/or driver of new technology development

entertainment and/or driver of new technology development
Social networks
The general problem of simulating (or creating) intelligence has been broken down into a number of specific sub-problems:

Deduction, reasoning, problem solving
Knowledge representation
Natural language processing
Motion and manipulation
Social intelligence
General intelligence
Social Networks
A social network is a social structure made up of a set of actors (such as individuals or organizations) and the dyadic ties between these actors.
Artifitial Inteligence
Natural language processing (NLP) is a field of computer science, artificial intelligence, and linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction.
Regular Expressions
Machine Learning
Use one of ML algorythms to create a model
1st step
(cc) image by nuonsolarteam on Flickr
Use Twitter to collect training data
Text to classify
Developed by Morena for Sprylogics Inc.
Usage example
Large + Classified
Twitter Search API
Twitter as a Search Engine
Classification of questions
Usage example
Developed by Morena for Sprylogics Inc.
Before cleaning >1M tweets
:) :D ;)
:( ;o ;(
Predictive Model
Machine Learning Algorithm
Training Data
New Data
Building a ML Predictive Model
One of the most important processes in AI, which used to last for months and demanded dozens of people, now done in couple of days, fully automated!
All thanks to Social Networks!
Full transcript