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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; Wang, Zhengwei; Gurrin, Cathal; Ward, Tomás E.; Smeaton, Alan F.
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.
Keyword(s): Machine learning; Neuroscience; Artificial intelligence; Biomedical engineering; Information retrieval; Brain-computer Interface; Information Retrieval; Signal Processing; Machine Learning
Publication Date:
2017
Type: Other
Peer-Reviewed: Unknown
Language(s): English
Institution: Dublin City University
Citation(s): Healy, Graham ORCID: 0000-0001-6429-6339 <https://orcid.org/0000-0001-6429-6339>, Wang, Zhengwei ORCID: 0000-0001-7706-553X <https://orcid.org/0000-0001-7706-553X>, Gurrin, Cathal ORCID: 0000-0003-2903-3968 <https://orcid.org/0000-0003-2903-3968>, Ward, Tomás E. ORCID: 0000-0002-6173-6607 <https://orcid.org/0000-0002-6173-6607> and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 <https://orcid.org/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.
File Format(s): application/pdf
Related Link(s): http://doras.dcu.ie/21757/1/NeuroIIR_2017_paper_1.pdf,
https://docs.google.com/a/dcu.ie/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxuZXVyb2lpcjIwMTd8Z3g6N2E0YjRkNDkxMjhkNDk0YQ
First Indexed: 2017-03-30 05:42:42 Last Updated: 2019-02-09 06:15:01