Thinking About EU

MEPs' Topics

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.

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Last Updated: 2017-10-16

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!


Group of the European People's Party (Christian Democrats)
Christlich Demokratische Union Deutschlands
Germany
Magic Circle
Security and Defence Vice-Chair sede
Industry, Research and Energy Member itre
Terrorism Substitute terr
Foreign Affairs Substitute afet



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/06/22 Open access policies in Horizon 2020 - Correlation between open access to data and successful innovation
2016/06/22 Open access policies in Horizon 2020 - Open access to data / results
2016/06/22 Open access policies in Horizon 2020 - Open access to publications
2016/06/20 Horizon 2020 open access policies - definitions of open access
2015/07/20 Horizon 2020 Open Cloud
2015/07/20 Horizon 2020 - open access to data
2015/05/05 Commission's answers to Written Questions
2015/07/20 Horizon 2020 implementation - 5+3 rule
2015/07/20 Horizon 2020 implementation - evaluation/waiting time for participants
2015/07/20 Horizon 2020 Implementation - time to grant/submission procedures
2015/07/20 Horizon 2020 implementation - time to grant
2015/07/20 Horizon 2020 - Basic data and submission procedure
2015/07/20 Horizon 2020 - Basic data and success rates
2015/07/20 Horizon 2020 - Basic data and oversubscription
2015/07/20 Horizon 2020 - Spreading Excellence and Widening Participation
2015/07/20 Horizon 2020 - Participation of industry
2015/07/20 Horizon 2020 - country participation
2015/07/20 Horizon 2020 - Participation
2017/01/27 Final value and use of the assets of the European Coal and Steel Community (ECSC) in liquidation
2016/07/04 European open science cloud - Link with high-performing computing
2016/07/04 Access to the European open science cloud
2016/07/04 European open science cloud - Relationship between the European open science cloud and Horizon 2020
2016/07/04 European open science cloud - Management and technical perspective as regards the open science cloud
2016/06/22 European Open Science Cloud - Implementation of the cloud
2016/08/24 Evaluation of Horizon 2020 - Definition of indicators
2016/07/04 Horizon 2020 project evaluation: definition of 'impact'
2015/07/20 Horizon 2020 impact/output evaluation
2015/07/20 Horizon 2020 - evaluation/selection criteria
2015/07/20 Horizon 2020 Evaluation/Feedback
2015/07/20 Horizon 2020 - project size
2015/07/21 Horizon 2020 - EFSI
2015/07/20 Horizon 2020 ERA
2015/07/20 Horizon 2020 - Science Advice Mechanism (SAM)
2015/07/20 Horizon 2020 Leverage
2015/07/20 Horizon 2020 PRIMA
2015/07/20 Horizon 2020 - EIT and KICs
2015/07/20 Horizon 2020 - Financial Instruments
2015/07/20 Horizon 2020 SMEs
2015/07/20 Horizon 2020 Procurement of Innovative Solutions / Pre-commercial Procurement
2015/07/20 Horizon 2020 - management
2015/07/20 Horizon 2020 bonuses
2015/07/20 Horizon 2020 - transferring indirect costs to direct costs
2015/07/20 Horizon 2020 evaluators
2015/07/20 Horizon 2020 - Allocation of funding
2015/07/20 Horizon 2020 - funding rates
2015/07/20 Horizon 2020 - new participants
2015/07/20 Horizon 2020 Budget
2016/07/21 Call for a limitation of abusive fees charged for cross-border intra-EU phone calls and SMSs in the upcoming review of the telecoms framework
2015/02/12 VAT on digital books
2015/07/20 Horizon 2020 - JTIs/ECSEL
2015/07/20 Horizon 2020 JTIs - Shift2Rail
2015/07/20 Horizon 2020 JTIs
2017/08/03 Support for more efficient and cleaner manufacturing in energy intensive industries
2017/08/03 Revision of EU rules on state aid for research and innovation
2016/05/03 Synergies for research and innovation between Horizon 2020, cohesion policy and other EU funding programmes
2015/07/21 Research and TTIP
2015/07/20 Horizon 2020 - Innovation Union
2015/07/20 Horizon 2020 innovation divide

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