Building a disclosed lifelog dataset : challenges, principles and processes

Authors :: Michael Riegler
Rashmi Gupta
Cathal Gurrin
Duc-Tien Dang-Nguyen
Liting Zhou
Source :: Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213 , Zhou, Liting ORCID: 0000-0002-7778-8743 , Gupta, Rashmi, Riegler, Michael and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2017) Building a disclosed lifelog dataset : challenges, principles and processes. In: Content-based Multimedia Indexing, 19-21 Jun 2017, Florence, Italy. ISBN 978-1-4503-5333-5, CBMI
Publication Year :: 2017
Publisher :: Association for Computing Machinery (ACM), 2017.
Abstract: In this paper, we address the challenge of how to build a disclosed lifelog dataset by proposing the principles for building and sharing such types of data. Based on the proposed principles, we describe processes for how we built the benchmarking lifelog dataset for NTCIR-13 - Lifelog 2 tasks. Further, a list of potential applications and a framework for anonymisation are proposed and discussed.

Subjects :: Information storage and retrieval systems
Information retrieval
Computer science
Data_MISCELLANEOUS
0211 other engineering and technologies
021107 urban & regional planning
02 engineering and technology
Benchmarking
Lifelog
Data type
Lifelogging
visual lifelog
dataset
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing

Language :: English
Database :: OpenAIRE
Journal :: Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213 <https://orcid.org/0000-0002-2761-2213>, Zhou, Liting ORCID: 0000-0002-7778-8743 <https://orcid.org/0000-0002-7778-8743>, Gupta, Rashmi, Riegler, Michael and Gurrin, Cathal ORCID: 0000-0003-2903-3968 <https://orcid.org/0000-0003-2903-3968> (2017) Building a disclosed lifelog dataset : challenges, principles and processes. In: Content-based Multimedia Indexing, 19-21 Jun 2017, Florence, Italy. ISBN 978-1-4503-5333-5, CBMI
Accession number :: edsair.doi.dedup.....378f691e5f57596c97963bb116103d54

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