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Authors: Eftychios Protopapadakis ; Nikolaos Doulamis and Athanasios Voulodimos

Affiliation: National Technical University of Athens, Greece

Keyword(s): Collaborative Filtering, Content-Based Filtering, Semi-supervised Learning, Recommendation System, Cultural Heritage.

Abstract: A two-phase monument recommendation concept is presented. The system ranks the alternative destinations by using the point and click technique during the process. The core of the system is a hybrid image filtering mechanism, which utilize both collaborative and content-based filtering. At first, the user profile is modelled in the form of a distance matrix, exploiting the user’s annotations over a small set of descriptive images. At the same time, user’s profile is compared to other profiles; the k closest profiles are utilized to refine the distance matrix. Then, the system provides relevant images to the user asking him/her to select few. The selected images are used in order to rank the alternative monuments.

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Paper citation in several formats:
Protopapadakis, E.; Doulamis, N. and Voulodimos, A. (2017). Hybrid Meta-Filtering System for Cultural Monument Related Recommendations. In Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: CVICG4CULT; ISBN 978-989-758-226-4; ISSN 2184-4321, SciTePress, pages 436-443. DOI: 10.5220/0006347104360443

@conference{cvicg4cult17,
author={Eftychios Protopapadakis. and Nikolaos Doulamis. and Athanasios Voulodimos.},
title={Hybrid Meta-Filtering System for Cultural Monument Related Recommendations},
booktitle={Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: CVICG4CULT},
year={2017},
pages={436-443},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006347104360443},
isbn={978-989-758-226-4},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: CVICG4CULT
TI - Hybrid Meta-Filtering System for Cultural Monument Related Recommendations
SN - 978-989-758-226-4
IS - 2184-4321
AU - Protopapadakis, E.
AU - Doulamis, N.
AU - Voulodimos, A.
PY - 2017
SP - 436
EP - 443
DO - 10.5220/0006347104360443
PB - SciTePress

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