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

Volume

1

fYear

2012

fDate

28-29 Oct. 2012

Firstpage

436

Lastpage

439

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on

Conference_Location

Hangzhou

Print_ISBN

978-1-4673-2646-9

Type

conf

DOI

10.1109/ISCID.2012.115

Filename

6407015