Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Exploring the Scope and Potential of Local Newspaper-based Dengue
  Surveillance in Bangladesh   Dengue fever has been considered to be one of the global public health
problems of the twenty-first century, especially in tropical and subtropical
countries of the global south. The high morbidity and mortality rates of Dengue
fever impose a huge economic and health burden for middle and low-income
countries. It is so prevalent in such regions that enforcing a granular level
of surveillance is quite impossible. Therefore, it is crucial to explore an
alternative cost-effective solution that can provide updates of the ongoing
situation in a timely manner. In this paper, we explore the scope and potential
of a local newspaper-based dengue surveillance system, using well-known
data-mining techniques, in Bangladesh from the analysis of the news contents
written in the native language. In addition, we explain the working procedure
of developing a novel database, using human-in-the-loop technique, for further
analysis, and classification of dengue and its intervention-related news. Our
classification method has an f-score of 91.45%, and matches the ground truth of
reported cases quite closely. Based on the dengue and intervention-related
news, we identified the regions where more intervention efforts are needed to
reduce the rate of dengue infection. A demo of this project can be accessed at:
http://erdos.dsm.fordham.edu:3009/

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The categories of this paper are: atom-ph
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The categories of this paper are: cmp-lg
8
The categories of this paper are: hep-ex
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The categories of this paper are: nucl-ex
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The categories of this paper are: q-fin
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The categories of this paper are: alg-geom
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The categories of this paper are: mtrl-th
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The categories of this paper are: nucl-th
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The categories of this paper are: solv-int
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The categories of this paper are: plasm-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: bayes-an
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The categories of this paper are: astro-ph
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The categories of this paper are: econ
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The categories of this paper are: cond-mat
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The categories of this paper are: funct-an