Seeing Past Rivals: Visualizing Evolution of Coordinate Terms over Time

Authors:
Hiroaki Ohshima;Adam Jatowt;Satoshi Oyama;Katsumi Tanaka
Affiliations:
Graduate School of Informatics, Kyoto University Yoshida-Honmachi, Sakyo-ku, Kyoto, Japan 606-8501;Graduate School of Informatics, Kyoto University Yoshida-Honmachi, Sakyo-ku, Kyoto, Japan 606-8501;Graduate School of Informatics, Kyoto University Yoshida-Honmachi, Sakyo-ku, Kyoto, Japan 606-8501;Graduate School of Informatics, Kyoto University Yoshida-Honmachi, Sakyo-ku, Kyoto, Japan 606-8501
Venue:
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Year:
2009

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Abstract

In this paper, we describe an approach for detection and visualization of coordinate term relationships over time and their evolution using temporal data available on the Web. Coordinate terms are terms with the same hypernym and they often represent rival or peer relationships of underlying objects. We have built a system that portrays the evolution of coordinate terms in an easy and intuitive way based on data in an online news archive collection spanning more than 100 years. With the proposed method, it is possible to see the changes in the peer relationships between objects over time together with the context of these relationships. The experimental results proved quite high precision of our method and indicated high usefulness for particular knowledge discovery tasks.