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An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies

Healy, Graham orcid logoORCID: 0000-0001-6429-6339, Wang, Zhengwei orcid logoORCID: 0000-0001-7706-553X, Gurrin, Cathal orcid logoORCID: 0000-0003-2903-3968, Ward, Tomás E. orcid logoORCID: 0000-0002-6173-6607 and Smeaton, Alan F. orcid logoORCID: 0000-0003-1028-8389 (2017) An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies. In: NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.

Abstract
In this work we emphasize the need for and we describe a first- of-its-kind RSVP (Rapid Serial Visual Presentation) - EEG (Elec- troencephalography) dataset to be released as part of the NTCIR-13 NAILS (Neurally Augmented Image Labelling Strategies) task at the NTCIR-13 participation conference. The dataset is used to support a collaborative evaluation task in which participating researchers benchmark machine-learning strategies against each other. The experimental protocol used to capture the dataset is designed to encompass a broad range of image search activities and coincident neural signals. Here, we outline the experimental protocol used to capture the dataset alongside discussing the motivation behind its construction.
Metadata
Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:Brain-computer Interface; Information Retrieval; Signal Processing; Machine Learning
Subjects:Computer Science > Machine learning
Biological Sciences > Neuroscience
Computer Science > Artificial intelligence
Engineering > Biomedical engineering
Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > INSIGHT Centre for Data Analytics
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in: 2017 CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction. 1(1).
Official URL:https://docs.google.com/a/dcu.ie/viewer?a=v&pid=si...
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland SFI/12/RC/2289
ID Code:21757
Deposited On:29 Mar 2017 10:49 by Graham Healy . Last Modified 07 Jan 2019 10:11
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