Prometheus — Fuzzy information retrieval for semantic homes and environments

This paper introduces a novel vision for further enhanced Internet of Things services. Based on a variety of data — such as location data, ontology-backed search queries, in- and outdoor conditions — the Prometheus framework is intended to support users with helpful recommendations and information preceding a search for context-aware data. Adapted from artificial intelligence concepts, Prometheus proposes user-readjusted answers on umpteen conditions. A number of potential Prometheus framework applications are illustrated. Added value and possible future studies are discussed in the conclusion.

[1]  Stephen R. Marsland,et al.  Machine Learning - An Algorithmic Perspective , 2009, Chapman and Hall / CRC machine learning and pattern recognition series.

[2]  Tim O'Reilly,et al.  Web Squared: Web 2.0 Five Years On , 2009 .

[3]  Andreas Meier,et al.  A Fuzzy Grassroots Ontology for improving Weblog Extraction , 2010, J. Digit. Inf. Manag..

[4]  Stathes Hadjiefthymiades,et al.  Environments , 2006, 2006 ACS/IEEE International Conference on Pervasive Services.

[5]  Tarun Khanna,et al.  Foundations of neural networks , 1990 .

[6]  Dennis E. Egan,et al.  Handbook of Human Computer Interaction , 1988 .

[7]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[8]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[9]  Nasser M. Nasrabadi,et al.  Pattern Recognition and Machine Learning , 2006, Technometrics.

[10]  Siobhán Clarke,et al.  Facilitating Dynamic Schedules for Healthcare Professionals , 2006, 2006 Pervasive Health Conference and Workshops.

[11]  R. Grekovs.  METHODS OF FUZZY PATTERN RECOGNITION , 2002 .

[12]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[13]  Ronald Azuma,et al.  Recent Advances in Augmented Reality , 2001, IEEE Computer Graphics and Applications.

[14]  Nikola Kasabov,et al.  Foundations Of Neural Networks, Fuzzy Systems, And Knowledge Engineering [Books in Brief] , 1996, IEEE Transactions on Neural Networks.