How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation
| dc.contributor.author | Kawase, Ricardo | de_DE |
| dc.contributor.author | Papadakis, George | de_DE |
| dc.contributor.author | Herder, Eelco | de_DE |
| dc.contributor.editor | Hartmann, Melanie | de_DE |
| dc.contributor.editor | Herder, Eelco | de_DE |
| dc.contributor.editor | Krause, Daniel | de_DE |
| dc.contributor.editor | Nauerz, Andreas | de_DE |
| dc.date.accessioned | 2017-11-15T15:01:01Z | |
| dc.date.available | 2017-11-15T15:01:01Z | |
| dc.date.issued | 2010 | |
| dc.description.abstract | Users return to Web pages for various reasons. Apart from pages visited due to backtracking, users typically monitor a number of favorite pages, while dealing with tasks that reoccur on an infrequent basis. In this paper, we introduce a novel method for predicting the next revisited page in a certain user context that, unlike existing methods, doesn’t rely on machine learning algorithms. We evaluate it over a large data set comprising the navigational activity of 25 users over a period of 6 months. The outcomes suggest a significant improvement over methods typically used in this context, thus paving the way for exploring new means of improving user’s navigational support. | |
| dc.identifier.uri | http://abis.l3s.uni-hannover.de/images/proceedings/abis2010/abis7.pdf | de_DE |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/5090 | |
| dc.language.iso | en | de_DE |
| dc.relation.ispartof | 18th Intl. Workshop on Personalization and Recommendation on the Web and Beyond | de_DE |
| dc.title | How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation | de_DE |
| dc.type | Text/Conference Paper | |
| gi.document.quality | digidoc |