Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Belittling the Source: Trustworthiness Indicators to Obfuscate Fake News
  on the Web   With the growth of the internet, the number of fake-news online has been
proliferating every year. The consequences of such phenomena are manifold,
ranging from lousy decision-making process to bullying and violence episodes.
Therefore, fact-checking algorithms became a valuable asset. To this aim, an
important step to detect fake-news is to have access to a credibility score for
a given information source. However, most of the widely used Web indicators
have either been shut-down to the public (e.g., Google PageRank) or are not
free for use (Alexa Rank). Further existing databases are short-manually
curated lists of online sources, which do not scale. Finally, most of the
research on the topic is theoretical-based or explore confidential data in a
restricted simulation environment. In this paper we explore current research,
highlight the challenges and propose solutions to tackle the problem of
classifying websites into a credibility scale. The proposed model automatically
extracts source reputation cues and computes a credibility factor, providing
valuable insights which can help in belittling dubious and confirming trustful
unknown websites. Experimental results outperform state of the art in the
2-classes and 5-classes setting.

15
The categories of this paper are: nucl-ex
2
The categories of this paper are: math
35
The categories of this paper are: mtrl-th
25
The categories of this paper are: patt-sol
31
The categories of this paper are: ao-sci
28
The categories of this paper are: alg-geom
36
The categories of this paper are: cmp-lg
26
The categories of this paper are: bayes-an
16
The categories of this paper are: stat
18
The categories of this paper are: econ
11
The categories of this paper are: hep-lat
9
The categories of this paper are: nlin
21
The categories of this paper are: adap-org
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The categories of this paper are: dg-ga
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The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat