PNS: A personalized news aggregator on the web

Paliouras, G; Mouzakidis, A; Moustakas, V; Skourlas, C

dc.contributor.author	Paliouras, G	en
dc.contributor.author	Mouzakidis, A	en
dc.contributor.author	Moustakas, V	en
dc.contributor.author	Skourlas, C	en
dc.date.accessioned	2014-03-01T01:57:11Z
dc.date.available	2014-03-01T01:57:11Z
dc.date.issued	2008	en
dc.identifier.issn	1860949X	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/28376
dc.title	PNS: A personalized news aggregator on the web	en
heal.type	journalArticle	en
heal.identifier.primary	10.1007/978-3-540-77471-6_10	en
heal.identifier.secondary	http://dx.doi.org/10.1007/978-3-540-77471-6_10	en
heal.publicationDate	2008	en
heal.abstract	This paper presents a system that aggregates news from various electronic news publishers and distributors. The system collects news from HTML and RSS Web documents by using source-specific information extraction programs (wrappers) and parsers, organizes them according to pre-defined news categories and constructs personalized views via a Web-based interface. Adaptive personalization is performed, based on the individual user interaction, user similarities and statistical analysis of aggregate usage data by machine learning algorithms. In addition to the presentation of the basic system, we present here the results of a user study, indicating the merits of the system, as well as ways to improve it further. © 2008 Springer-Verlag Berlin Heidelberg.	en
heal.journalName	Studies in Computational Intelligence	en
dc.identifier.doi	10.1007/978-3-540-77471-6_10	en
dc.identifier.volume	104	en
dc.identifier.spage	175	en
dc.identifier.epage	197	en