%0 Conference Paper %1 abis7 %A Kawase, Ricardo %A Papadakis, George %A Herder., Eelco %B Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen & Adaptivitaet %C Kassel, Germany %D 2010 %E Atzmüller, Martin %E Benz, Dominik %E Hotho, Andreas %E Stumme, Gerd %K contextualization data decay mining polynomial prediction revisitation room:-1418 session:joint6 user workshop:abis %T How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation %U http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/abis7.pdf %X 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.

@inproceedings{abis7, 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.}, added-at = {2010-10-05T14:15:12.000+0200}, address = {Kassel, Germany}, author = {Kawase, Ricardo and Papadakis, George and Herder., Eelco}, biburl = {https://www.bibsonomy.org/bibtex/21610aff297a635e9c32f054861c0f389/lwa2010}, booktitle = {Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet}, crossref = {lwa2010}, editor = {Atzmüller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, interhash = {0fdfa4c02ac992c3d88c6e9e62390337}, intrahash = {1610aff297a635e9c32f054861c0f389}, keywords = {contextualization data decay mining polynomial prediction revisitation room:-1418 session:joint6 user workshop:abis}, presentation_end = {2010-10-05 10:30:00}, presentation_start = {2010-10-05 10:00:00}, room = {-1418}, session = {joint1}, timestamp = {2010-10-05T14:15:13.000+0200}, title = {How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation}, track = {abis}, url = {http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/abis7.pdf}, year = 2010 }