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- W2784994091 abstract "In this report we describe the results of the analysis that we performed through topic modeling onthe texts that we collected and described in the previous deliverable 5.2. In particular, our aim wasto analyze the latent meaning structure, and the shared meanings of EU policies and EU identity, onfour levels of communication:1) Communications of the EU: here we analyzed the magazine Panorama;2) Local implementation: here we analyzed financed projects’ abstracts;3) Local press: at this level we focus on newspapers;4) Social media: at this level we focus on Facebook.The analysis performed with Topic Modeling on the corpus of tweets collected from Twitter did notprovide good results, due to the short length of each tweet. It is a result that is expected, butcollected data are not useless. In order to provide a better coherence of this report, which focuses onthe results of Topic Modeling, we are therefore not providing an analysis of tweets here. On thecontrary, we will analyze tweet in the next deliverable 3.3, that is aimed at analyzing the use LMAsmake of social media.With regards to the other level, we are presenting 16 models: one model for Panorama, one modelfor financed projects’ abstracts, 7 models for newspapers – one for each country – and 7 models forFacebook. Regarding Facebook, LMAs in our case study region in UK do not have a Facebook profile.The seventh model regards thus European Institutions’ Facebook profiles. Each model is composedof a list of 20 topics, which we analyze and characterize through descriptive statististics. We focus inparticular on the emergent topics related to European Identity and Cohesion Policy. Moreover, inthis report, we make use of formal methods and techniques to visually represent the meaning oftopics elicited through topic modeling.The following paragraph provides a short introduction to the technique of topic modeling. Then fourparagraph accounts for the several topic models elicited at different level of communication. Finally,conclusions make sense of the whole analysis." @default.
- W2784994091 created "2018-02-02" @default.
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- W2784994091 date "2017-11-30" @default.
- W2784994091 modified "2023-09-23" @default.
- W2784994091 title "PERCEIVE project - Deliverable D5.3 Production of a report discussing (including visualizingtopographic maps of meanings) the emergent topics in identity relevant discourse at the different levels" @default.
- W2784994091 doi "https://doi.org/10.6092/unibo/amsacta/5764" @default.
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