HACK THE FAKE NEWS INITIATIVE: Machine Learning Challenge
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Did you know that around 20 000 to 30 000 thousand articles are published online in Bulgaria daily by news outlets, informational agencies and other informational, entertainment and niche online media? Our initial assessment shows that among the professionally prepared news, analyses, interviews and commentaries there is a certain portion of the content that does not follow any journalism standards and worse, is a deceptive or manipulative representation of real events or an outright fabrication. The publishers of this type of content operate multiple domains and rely on extensive popularization on social media. The average consumer hasn’t got the reflexes and the media literacy to be able to critically analyse and distinguish between proper news and the so-called “fake news” pieces.
We are turning to the power of technology to find a disruptive solution to a global trend, impacting all areas of life and public activity.
We are inviting the brightest talents in data science & programming to apply their latest knowledge in machine learning to create one or more algorithms that evaluate the possibility for a random article you encounter online to be fake.
WHY SHOULD YOU PARTICIPATE?
Join efforts with other experts and learn in practice more about machine learning
Put your tech skills to a solution which impacts the whole society
Winning teams will have the chance to make a real impact by collaboration with media, communication experts and other key players in the online environment
MORE ABOUT THE HACKATHON CHALLENGE:
Hackathon Participants will have to apply the most effective machine learning or reinforced machine learning methods to create an algorithm that looks for patterns in fake news structure, punctuation and sentence building and goes beyond occurrence of certain words or evaluation of the reliability of source or other factors that fake news publishers can easily adapt to. With the support of media listening & analytics company Sensika we are providing participating teams with a training set of over 1500 articles, evaluated by communication experts and a test set of more than 20 000 articles, published over a certain period of time.
Дата: 19.05.2017 – 21.05.2017
Начало на събитието: 18:15
Край на събитието: 16:00
HACKATHON CHALLENGE PROGRAM:
Friday, May 19
18.15 – 19.00 – Registration
19.00 – 20.00 – Presentation of case & introduction to the fake news problem
20.00 – 20.30 – Team forming & building
20.30 – working on case
Saturday, May 20
09.00 – working on case
Sunday, May 21
14.00 – Deadline for submission of solutions
14.00 – 15.00 – Presentation of solutions by teams
15.00 – 16.00 – Evaluation of solutions by jury & awarding
United Partners – a hybrid agency providing integrated communication solutions.
The Bulgarian PR association (BAPRA) objectives are to support and strengthen PR as an activity, working in favour of the modern society development.
Data Science Society – a community of people dedicated to promoting better collaboration between science, education and business, to accelerate ethical and open innovation. For the past 2 years, ur driving core of 10 people has been joined by 30 volunteers and over 1000 members of the community.
SENSIKA – an innovative, cloud-based, single-access-point Information Intelligence platform that seamlessly fuses relevant and actionable insights from external and internal sources straight into the workflow of every employee in the enterprise, to support sound and agile business decisions, anywhere & anytime.
Вход (цена): €5
Повече информация: (линк към сайта на събитието): ТУК