University of Tasmania
Browse

File(s) under permanent embargo

A wearable device-based personalized big data analysis model

conference contribution
posted on 2023-05-23, 09:53 authored by Hussain, S, Byeong KangByeong Kang, Lee, S
Wearable devices and the data generated by them gives a unique opportunity to understand the user behavior and predict future needs due to its personal nature. In coming years this data will grow exponentially due to huge popularity of wearable devices. Analysis will become a challenge with the personal data explosion and also to maintain a updated knowledge base. This calls for big data analysis model for wearable devices.We propose a big data analysis model which will update the knowledge base and give users a personalized recommendations based on the analysis of the data. We have designed a personalized adaptive analysis technique for data handling and transformation. This technique also responds to information utilization APIs in a real time manner. We are using mapreduce as our big data technology and ensure that data can be used for long term analysis for di fferent applications in the future.

History

Publication title

Lecture Notes in Computer Science 8867: Proceedings of the 8th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2014)

Volume

8867

Editors

R Hervas, S Lee, C Nugent, J Bravo

Pagination

236-242

ISSN

0302-9743

Department/School

School of Information and Communication Technology

Publisher

Springer International Publishing

Place of publication

New York, USA

Event title

8th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2014)

Event Venue

Belfast, UK

Date of Event (Start Date)

2014-12-02

Date of Event (End Date)

2014-12-05

Rights statement

Copyright 2014 Springer International Publishing Switzerland

Repository Status

  • Restricted

Socio-economic Objectives

Information services not elsewhere classified

Usage metrics

    University Of Tasmania

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC