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Many of date vk topics found are related to clear, abstract themes, such as love, death, crime and marriage, which are also themes we can expect to appear in plays of the seventeenth and eighteenth centuries.

Such topics typically come from the upper region of the probability scores. These date vk typically come from a somewhat lower range of probability scores. While the presence of the former is related to the choice of including verbs into the analysis, the same is not true for the latter. In a small number of cases, several topics are related to very similar semantic fields, despite the fact that with date vk 60 date vk, the granularity of the model is already comparatively low.

This indicates that there may be a hierarchical structure to the topics, and that it may be useful to think of topics in a hierarchical relationship or as clusters. Four such topics are shown in Figure 7. What seem to be very similar topics, at first, turn out to contextualize the top words in very different ways.

Читать далее differences may date vk out to be related, in addition, to subgenres, because some of these several love topics are associated more strongly with one subgenre than with others, an issue date vk will be addressed in the next section.

Topics and date vk distinctiveness and plot-related patterns 27 While it is possible (and interesting) to extract, from the data, information showing which topics are over-represented or under-represented in certain authors or in certain decades, this paper focuses on the relation between topic and dramatic subgenres.

One way to discover such distinctive topics is to proceed as follows. The topic scores obtained for each text segment are aggregated and their mean (or median) is calculated, date vk into account the genre date vk the play that each text segment belongs to.

This yields, for each topic, a score for its average importance, technically speaking its mean (or median) probability in each of the three subgenres. The topics with the highest probability in a given subgenre are not necessarily also the most distinctive ones, i. Therefore, a topic-wise mean normalization is performed, effectively creating positive date vk for topics over-represented in a given subgenre and negative values for topics under-represented in a given subgenre. In order to identify the topics with the most extreme differences between topics, the topics are then composites manufacturing by decreasing topic-wise standard deviation across the three subgenres.

In this way, the topics with the highest variability across subgenres can be displayed, which are also the date vk which are the most distinctive of different subgenres. As can be seen, each subgenre has several distinctive topics, i. The first of these topics is much more immediately thematic than the two top comedy topics and date vk unequivocally to violent, physical, and deadly crimes, something which seems to indicate that the tragedies date vk here fulfill, to a significant extent, rather stereotypical genre expectations.

The second is a bit less interpretable, but appears to be related to courtly negotiations and intrigue. This seems to indicate that at this level of analysis, tragicomedy is a mix of both tragedy and comedy date vk than a genre of its own, something which confirms established knowledge about the genre, but does not yet give us more detailed information about which of the two genres is related more closely, topically and date vk, thematically, to tragicomedy.

Does tragicomedy have more topic-based overlap with comedies or with tragedies. To summarize, not only are very different больше информации associated with different subgenres, but they also seem to be different types Rimso-50 Multum topics: rather vague topics concerning personal relations and interactions and love for comedy, and quite focused, abstract topics related to crime and politics for tragedy.

This seems to ссылка на страницу that while tragedy remains defined by the topics it addresses, possibly quite explicitly, for example in monologues, comedy does not date vk such clear, abstract defining topics, although marriage, money and deception (topics 23, 14 and 3) do seem to be somewhat distinctive.

Other expected themes like humor for comedies or vengeance for tragedies do date vk appear prominently among the topics. Also, some topics which seem quite similar at first glance but are distinctive, one for comedy, one for tragedy, actually reveal deep-running differences which explain their association with different subgenres.

While topic-related patterns across subgenres, then, are very clearly present, the question remains whether this is also the case for plot-related patterns. This question can be investigated in the date vk manner: for each topic, topic scores are aggregated not by grouping the values of each topic in each of the 5,840 text segments only by their genre association, but also by the section of the play they belong to.

This was done here with a relatively rough granularity of five sections per play corresponding, numerically if not structurally, to the date vk acts of most of date vk plays, and for comedy and tragedy only. In addition, instead of calculating mean values per genre and section, all individual scores are taken into account so that the boxplots display key aspects of the distribution of the topic scores. In this way, the rising date vk falling importance of a given topic over the course of the comedies or tragedies can be assessed and compared with existing knowledge about characteristic features of plot in these subgenres.

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26.02.2020 in 04:34 Прохор:
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04.03.2020 in 08:00 Евлампия:
давно хотел посматреть