Projects per year
Abstract
A frequent challenge in creative tasks such as advertising is finding novel and concrete representations of abstract concepts. We cast this problem as finding, in word association networks, the relevant indirect associations of a given node. We propose a novel approach, LayerFolding, which selects nodes at increasing distances from the given node, according to their relatedness to it. The relatedness is calculated based on the shortest paths that are potentially coherent. In a test against a small set of visual representations of abstract concepts found in real advertisements, LayerFolding provides a 79\% recall, and outperforms other two popular semantic relatedness measures.
Original language | English |
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Title of host publication | SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing |
Number of pages | 4 |
Place of Publication | New York, NY |
Publisher | ACM, Association for Computing Machinery |
Publication date | 4 Apr 2016 |
Pages | 894-897 |
ISBN (Print) | 978-1-4503-3739-7 |
DOIs | |
Publication status | Published - 4 Apr 2016 |
MoE publication type | A4 Article in conference proceedings |
Event | ACM Symposium on Applied Computing - Pisa, Italy Duration: 4 Apr 2016 → 8 Apr 2016 Conference number: 31 |
Fields of Science
- 113 Computer and information sciences
Projects
- 2 Finished
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Computational Linguistic Creativity (CLiC)
Toivonen, H. T. (Project manager), Ilomäki, L. (Participant), Lakkala, M. (Participant), Kantosalo, A. (Participant), Alm, O. M. (Participant), Toivanen, J. (Participant), Gross, O. (Participant) & Alnajjar, K. (Participant)
01/09/2014 → 31/08/2018
Project: Research project
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ConCreTe: Concept Creation Technology
Toivonen, H. T. (Project manager), Xiao, P. (Participant), Toivanen, J. (Participant), Gross, O. (Participant), Linkola, S. (Participant) & Kantosalo, A. (Participant)
01/10/2013 → 30/09/2016
Project: Research project