An effective retrieval method with semantic networks for mobile life-log of smartphones

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Smartphone is now playing an important role in our daily life. The various sensors and multiple features of smartphones can collect abundant information about people's life experience, which is called mobile life-log. Life-logs are useful for people to recall past meaningful events and remind of meaningful experiences. However, as the amount of life-log becomes vast, it requires an efficient way to organize and store such vast information. Semantic networks, which are used to implement human retrieval system, can help people to effectively organize and retrieve life-logs collected from smartphones. In this paper, we propose a method of mobile life-log search based on semantic relation in semantic networks. By using semantic relation, we reduce the unnecessary intermediate results so as to reduce the usage of computer memory and retrieval time. To demonstrate the usefulness of the proposed method, we constructed mobile life-log semantic networks and conducted experiment on it. As a result, the proposed method is useful for life-log retrieval in the semantic networks.

Original languageEnglish
Title of host publicationNeural Information Processing - 20th International Conference, ICONIP 2013, Proceedings
Pages753-760
Number of pages8
EditionPART 2
DOIs
Publication statusPublished - 2013
Event20th International Conference on Neural Information Processing, ICONIP 2013 - Daegu, Korea, Republic of
Duration: 2013 Nov 32013 Nov 7

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume8227 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other20th International Conference on Neural Information Processing, ICONIP 2013
CountryKorea, Republic of
CityDaegu
Period13/11/313/11/7

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Xu, H., & Cho, S. B. (2013). An effective retrieval method with semantic networks for mobile life-log of smartphones. In Neural Information Processing - 20th International Conference, ICONIP 2013, Proceedings (PART 2 ed., pp. 753-760). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8227 LNCS, No. PART 2). https://doi.org/10.1007/978-3-642-42042-9_93