About: bias goggles: Graph-Based Computation of the Bias of Web Domains Through the Eyes of Users

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About: bias goggles: Graph-Based Computation of the Bias of Web Domains Through the Eyes of Users Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	bias goggles: Graph-Based Computation of the Bias of Web Domains Through the Eyes of Users
Creator	Konstantakis, Giannis Papadakos, Panagiotis
Source	PMC
abstract	Ethical issues, along with transparency, disinformation, and bias, are in the focus of our information society. In this work, we propose the bias goggles model, for computing the bias characteristics of web domains to user-defined concepts based on the structure of the web graph. For supporting the model, we exploit well-known propagation models and the newly introduced Biased-PR PageRank algorithm, that models various behaviours of biased surfers. An implementation discussion, along with a preliminary evaluation over a subset of the greek web graph, shows the applicability of the model even in real-time for small graphs, and showcases rather promising and interesting results. Finally, we pinpoint important directions for future work. A constantly evolving prototype of the bias goggles system is readily available.
has issue date	2020-03-17(xsd:dateTime)
bibo:doi	10.1007/978-3-030-45439-5_52
has license	no-cc
sha1sum (hex)	3e0087ecd78228f29c76ceea8c2eb20be8147555
schema:url	https://doi.org/10.1007/978-3-030-45439-5_52
resource representing a document's title	bias goggles: Graph-Based Computation of the Bias of Web Domains Through the Eyes of Users
has PubMed Central identifier	PMC7148229
schema:publication	Advances in Information Retrieval
resource representing a document's body	covid:3e0087ecd78228f29c76ceea8c2eb20be8147555#body_text
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