Personalized Filtering of the Twitter Stream

TitlePersonalized Filtering of the Twitter Stream
Publication TypeConference Paper
Year of Publication2011
AuthorsPavan Kapanipathi, Fabrizio Orlandi, Amit Sheth, Alexandre Passant
Conference NameISWC 2011
PublisherInternational Semantic Web Conference
Conference LocationBonn, Germany
KeywordsSemantic Web and Twitter and PubSubHubbub and Social Network and User Profiling and Personalization
Abstract

With the rapid growth in users on social networks, there is a corresponding increase in user-generated content, in turn resulting in information overload. On Twitter, for example, users tend to receive uninterested information due to their non-overlapping interests from the people whom they follow. In this paper we present a Semantic Web approach to filter public tweets matching interests from personalized user profiles. Our approach includes automatic generation of multi-domain and personalized user profiles, filtering Twitter stream based on the gen- erated profiles and delivering them in real-time. Given that users interests and personalization needs change with time, we also discuss how our application can adapt with these changes.

Full Text

Pavan Kapanipathi, Fabrizio Orlandi, Amit Sheth, Alexandre Passant, 'Personalized Filtering of the Twitter Stream', 2nd workshop on Semantic Personalized Information Management at ISWC 2011
year: 2011
related resource url: http://scholar.google.com/citations?view_op=view_citation&hl=en&user=2T3H4ekAAAAJ&cstart=500&pagesize=100&citation_for_view=2T3H4ekAAAAJ:roLk4NBRz8UC
venue name: International Semantic Web Conference
hasURL: http://knoesis.wright.edu/library/download/spim_11.pdf
hasBookTitle: Semantic Personalized Information Management Worshop

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