The Big Data Obstacle of Lifelogging

Dobbins, C, Merabti, M, Fergus, P and Llewellyn-Jones, D (2014) The Big Data Obstacle of Lifelogging. In: 2014 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA) . (28th IEEE International Conference on Advanced Information Networking and Applications Workshops (WAINA’14), 13 May 2014 - 16 May 2014, BC, Canada).

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Abstract

Living in the digital age has resulted in a data rich society where the ability to log every moment of our lives is now possible. This chronicle is known as a human digital memory and is a heterogeneous record of our lives, which grows alongside its human counterpart. Managing a lifetime of data results in these sets of big data growing to enormous proportions; as these records increase in size the problem of effectively managing them becomes more difficult. This paper explores the challenges of searching such big data sets of human digital memory data and posits a new approach that treats the searching of human digital memory data as a machine learning problem.

Item Type:	Conference or Workshop Item (Paper)
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:	Computer Science and Mathematics
Publisher:	IEEE
Date of acceptance:	1 February 2014
Date of first compliant Open Access:	1 November 2016
Date Deposited:	01 Nov 2016 15:53
Last Modified:	13 Apr 2022 15:14
DOI or ID number:	10.1109/WAINA.2014.142
URI:	https://researchonline.ljmu.ac.uk/id/eprint/2181

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