Discover what MEPs are working on by seeing keywords and categories emerging from their questions.
Discover what MEPs are working on by seeing keywords and categories emerging from their questions.
Last Updated: 2018-07-05
About this classification:
The classification works on the corpus of all the parliamentary questions (oral and written) presented during the VIII term.
The corpus is projected in a vector space where the dimensions are the keywords selected through a technique that involves the use of Markov Chains.
In this space, every text is represented by the TF-IDF (term frequency–inverse document frequency) vector.
On this vector space we've trained two different classifiers (svm and random forest). Combining the two classifiers we reach a precision of 81% on our test set.
As you may understand, classifying parliamentary texts involves knowledge of the domain, care when combining the classifiers and a high quality training. Even when all these elements are there, this semi-automatic classification can hardly be perfect, but it's good to continously try to improve it.
Every feedback and help is then more than welcome!
Transport and Tourism | Member | tran |
Date | Title |
---|---|
2015/11/24 | Security - transport |
2015/10/07 | Security on aircraft - Anti-hacking measures |
2015/10/07 | Aircraft security - two people in the cockpit |
2015/11/24 | Single European Sky |
2018/02/08 | UK-EU aviation agreement |
2015/10/07 | Notice to Airmen (NOTAM) |
2015/10/07 | IATA hand baggage size restrictions for non-IATA members |
2016/04/27 | Proposed Commission lawsuit against the UK for unfair foreign vehicle levy |
2015/01/28 | Road user charging |
2018/05/02 | Commission Implementing Regulation (EU) 2018/163 |
2015/07/08 | HS2 |
2015/07/08 | HS2 rail link - Trans-European Transport Network (TEN-T) |
2015/11/24 | Single European Sky (SES) - Frequency issues |
2017/08/18 | Exit and entry checks in and out of the Schengen area |