Title :
A Novel Interest Model with Contextual Information on Mobile Platform
Author :
Huijuan Zhang ; Xin Xia ; Shunwei Hou
Author_Institution :
Sch. of Software Eng., Tongji Univ., Shanghai, China
Abstract :
Considering the insufficient information used in interest model on mobile platform, we proposed a novel Interest Model (IM) with contextual information. Composite analysis is giving to the contextual information on mobile platform. Continually, an algorithm for contextual information matching based on Case-Based Reasoning (CBR) was raised. Presented hierarchical interest ontology with semantic relationship based on Open Dictionary Project (ODP). Meanwhile, proposed a method to model updating based on Spreading Activation Theory. The experiment showed that the IM could significantly improve the user experience.
Keywords :
case-based reasoning; information analysis; mobile computing; ontologies (artificial intelligence); CBR; IM; ODP; case-based reasoning; composite analysis; contextual information matching; hierarchical interest ontology; interest model; mobile platform; open dictionary project; spreading activation theory; Computational modeling; Context; Mobile communication; Ontologies; Search engines; Semantics; Vectors; Interest Model; Ontology; Personalization; Spreading Activation Theory;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-2646-9
DOI :
10.1109/ISCID.2012.115
