Integrating Internet Directories by Estimating Category Correspondences

Yoshimi Suzuki, Fumiyo Fukumoto

2019

Abstract

This paper focuses on two existing category hierarchies and proposes a method for integrating these hierarchies into one. Integration of hierarchies is proceeded based on semantically related categories which are extracted by using text categorization. We extract semantically related category pairs by estimating category correspondences. Some categories within hierarchies are merged based on the extracted category pairs. We assign the remaining categories to a newly constructed hierarchy. To evaluate the method, we applied the results of new hierarchy to text categorization task. The results showed that the method was effective for categorization.

Paper Citation

in Harvard Style

Suzuki Y. and Fukumoto F. (2019). Integrating Internet Directories by Estimating Category Correspondences. In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD; ISBN 978-989-758-382-7, SciTePress, pages 427-434. DOI: 10.5220/0008354104270434

in Bibtex Style

@conference{keod19,
author={Yoshimi Suzuki and Fumiyo Fukumoto},
title={Integrating Internet Directories by Estimating Category Correspondences},
booktitle={Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD},
year={2019},
pages={427-434},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008354104270434},
isbn={978-989-758-382-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD
TI - Integrating Internet Directories by Estimating Category Correspondences
SN - 978-989-758-382-7
AU - Suzuki Y.
AU - Fukumoto F.
PY - 2019
SP - 427
EP - 434
DO - 10.5220/0008354104270434
PB - SciTePress