Title :
Mobile message-aware enhancement using fuzzy lattice reasoning
Author :
Al-Sultany, Ghaidaa ; Li, Maozhen ; Ponraj, Mahesh ; Al-Raweshidy, Hamid
Author_Institution :
Sch. of Eng. & Design, Brunel Univ., Uxbridge, UK
Abstract :
Developing service discovery, information retrieval and context-aware to adapt to user everywhere/anytime and attain the ambient intelligence arise the issue of handling misclassification, imperfect reasoning and estimation with respect to the current context. To deal with this issue, we propose the use of Fuzzy set theory with the purpose of inferring and reasoning that adopt fuzzy lattice classifier for decision making. It is applied on top of SOIM framework to increase the accuracy of the classification process with clearer decisions.
Keywords :
decision making; fuzzy reasoning; fuzzy set theory; information retrieval; mobile computing; pattern classification; SOIM framework; ambient intelligence; context awareness; decision making; fuzzy inference; fuzzy lattice classifier; fuzzy lattice reasoning; fuzzy set theory; information retrieval; misclassification handling; mobile message-aware enhancement; service discovery; Cognition; Context; Decision making; Lattices; Mobile communication; Ontologies; Semantics; Fuzzy lattice reasoning; Semantic reasoning; Similarity Degree;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234315