%0 Conference Paper %1 sigg2006novel %A Sigg, Stephan %A Haseloff, Sandra %A David, Klaus %B Proceedings of the 17th International Symposium on Personal, Indoor and Mobile Radio Communications %C Helsinki, Finland %D 2006 %I IEEE %K ComTec itegpub %P 1-5 %R 10.1109/PIMRC.2006.254051 %T A Novel Approach to Context Prediction in UBICOMP Environments %U http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4022273 %X The ability to predict future contexts significantly expands the possibilities of context-aware computing applications. However, an incorrect prediction may also mislead the application and may result in inappropriate application behaviour. We study influences on the prediction accuracy and propose a novel approach to context prediction in ubiquitous computing environments. In our paper we introduce a context time series prediction algorithm based on local alignment techniques. Our approach has the potential to improve the prediction accuracy since it explores the observed context history in more detail than current algorithms. In conclusion, we present simulation results that support our studies.

@inproceedings{sigg2006novel, abstract = {The ability to predict future contexts significantly expands the possibilities of context-aware computing applications. However, an incorrect prediction may also mislead the application and may result in inappropriate application behaviour. We study influences on the prediction accuracy and propose a novel approach to context prediction in ubiquitous computing environments. In our paper we introduce a context time series prediction algorithm based on local alignment techniques. Our approach has the potential to improve the prediction accuracy since it explores the observed context history in more detail than current algorithms. In conclusion, we present simulation results that support our studies.}, added-at = {2016-04-28T21:16:31.000+0200}, address = {Helsinki, Finland}, author = {Sigg, Stephan and Haseloff, Sandra and David, Klaus}, biburl = {https://www.bibsonomy.org/bibtex/26404718b364b8bc99f6206bc41bdf47a/comtec_pub}, booktitle = {Proceedings of the 17th International Symposium on Personal, Indoor and Mobile Radio Communications}, doi = {10.1109/PIMRC.2006.254051}, interhash = {f4afcc6bae86e50d712539560e5a6c01}, intrahash = {6404718b364b8bc99f6206bc41bdf47a}, issn = {2166-9570}, keywords = {ComTec itegpub}, month = {September}, pages = {1-5}, publisher = {IEEE}, timestamp = {2016-10-28T09:32:08.000+0200}, title = {A Novel Approach to Context Prediction in UBICOMP Environments}, url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4022273}, year = 2006 }