Hybrid Meta-Filtering System for Cultural Monument Related Recommendations

Eftychios Protopapadakis, Nikolaos Doulamis, Athanasios Voulodimos

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 Harvard Style

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, pages 436-443. DOI: 10.5220/0006347104360443


in Bibtex Style

@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},
}


in EndNote Style

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
AU - Protopapadakis E.
AU - Doulamis N.
AU - Voulodimos A.
PY - 2017
SP - 436
EP - 443
DO - 10.5220/0006347104360443