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Subsequent analysis of topic changes on resumption of talk has revealed a 5-second timeframe, also undocumented; when pauses exceed this timeframe, it is rare for the previous topic to be resumed without a restatement.
This finding is consistent with the analysis of topic clustering dynamics (above), and appears to indicate a significant shift in the topics being addressed at the Society for Neuroscience conference between the years 2001 and 2006.
In his analysis of topic proffering sequences, Schegloff [ 15] observes that when a speaker proffers a topic and the recipient displays reluctance to take up and develop the proffered topic, the first speaker can issue a "second try" (p. 173 175).
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The key would be to present sponsored accounts that a person has a greater chance of actually being interested in, perhaps based on an analysis of topics a person tweets about, links they retweet, or the interest of the people they follow.
A number of techniques provide an alternative methodology to LSA for the analysis of topics and topic signatures (the associations between words within clusters) within text, these include the log-likelihood ratio [41], a variety of clustering methods [See 42 for one example], and Latent Dirichlet Allocation (LDA) [43].
Furthermore, our analysis of topics according to region revealed some important geographic gaps in research effort.
After a detailed analysis of topics of those answers, it became evident that most with divergent scores dealt with topics where no standards or guidelines were available (eight out of eleven answers).
In contrast, analysis of topics not specifically related to ethnicity, such as the difficult experiences of being a carer, produced no discernible patterns when comparing more and less homogenous focus groups.
Analysis of topics covered in the various surveys showed much convergence across countries and across populations on the most important indicators, even if the degree of formulation is still uneven.
As this is the first analysis of using topic model to find biological themes for gene sets, we compared the number of topics found against the number of genes in the gene set.
Gallup has described the study as an exercise in "data-driven" analysis of a topic where prejudice can easily prevail.The authors rehearse several arguments that make sense to anybody who knows the Muslim world.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com