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Deprecated: Implicit conversion from float 219.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Bias+and+Social+Aspects+in+Search+and+Recommendation 2020 ; 1245 (ä): 66-71 Nephropedia Template TP
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: Exploring the Bias of Web Domains Through the Eyes of Users #MMPMIDC7352118
Konstantakis G; Promponas G; Dretakis M; Papadakos P
Bias and Social Aspects in Search and Recommendation 2020[]; 1245 (ä): 66-71 PMIDC7352118show ga
Ethical issues, along with transparency, disinformation and bias are in the focus of our information society. In this demo, we will present the system, that based on the web graph computes the bias characteristics of web domains to user-defined concepts. Our approach uses adaptations of propagation models and a variation of the pagerank algorithm named Biased-PR, that models various behaviours of biased surfers. Currently, the system runs over a subset of the greek web graph. We have developed cross-browser plugins that let users explore the bias characteristics of domains, define their own biased concepts and monitor the consumption of biased information through some analytics.