Hybrid Meta-Filtering System for Cultural Monument Related Recommendations

Eftychios Protopapadakis, Nikolaos Doulamis, Athanasios Voulodimos

2017

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.

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