User-centric product recommendation on heterogeneous IoT device platform

Sang Min Park, Young Gab Kim, Doo Kwon Baik

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Interoperability and functional redundancy between devices are important issues on IoT device group management because an IoT device group consists of diverse devices on heterogeneous platform. However, previous approaches for IoT device management are conducted from the perspective of the manufacture such as usage-based design and pre-sales analytics. In addition, product-based device management has a limitation in dealing with multifunctional smart devices and feature-reconfigurable devices on heterogeneous IoT environment. In this paper, we propose a user-centric approach for proactive product recommendation on heterogeneous IoT device platform. For the user-centric device management on heterogeneous platform, user and user group device profiles are integrated with feature-level device profiles which are owned by user and user group, respectively. The user’s application usage of feature level is visualized to the comparison through a circular-coordinate diagram. For the recommendation of new supplement and substitute devices, the device scores are calculated with the interoperability score, redundancy score, and superior score.

Original languageEnglish
Pages (from-to)4810-4825
Number of pages16
JournalJournal of Supercomputing
Volume72
Issue number12
DOIs
Publication statusPublished - 2016 Dec 1

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Recommendations
Interoperability
Redundancy
Sales
Internet of things
Heterogeneous Environment
Substitute
Diagram

Keywords

  • Application usage analysis
  • Device group profile
  • Device recommendation
  • Heterogeneous platform
  • User agent profile

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Software
  • Information Systems
  • Hardware and Architecture

Cite this

User-centric product recommendation on heterogeneous IoT device platform. / Park, Sang Min; Kim, Young Gab; Baik, Doo Kwon.

In: Journal of Supercomputing, Vol. 72, No. 12, 01.12.2016, p. 4810-4825.

Research output: Contribution to journalArticle

Park, Sang Min ; Kim, Young Gab ; Baik, Doo Kwon. / User-centric product recommendation on heterogeneous IoT device platform. In: Journal of Supercomputing. 2016 ; Vol. 72, No. 12. pp. 4810-4825.
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