| Title: | OS23-6 A Novel Approach to Reducing Ranking Discrepancies in Tennis Based on Tournament Choices |
|---|---|
| Publication: | ICAROB2025 |
| Volume: | 30 |
| Pages: | 632-635 |
| ISSN: | 2188-7829 |
| DOI: | 10.5954/ICAROB.2025.OS23-6 |
| Author(s): | Masatomo Ide, Masatoshi Beppu, Kousei Yano, Satoshi Ikeda, Amane Takei, Makoto Sakamoto, Tsutomu Ito, Takao Ito |
| Publication Date: | February 13, 2025 |
| Keywords: | Tennis Rankings, Ranking Discrepancies, Tournament Selection |
| Abstract: | In tennis, discrepancies between rankings and head-to-head results arise because players select different tournaments for ranking. Existing methods using directed graphs cannot address discrepancies caused by varying tournament choices. This study proposes a ranking aggregation method that considers players' selected tournaments to reduce these inconsistencies. The method aggregates all chosen tournaments to form a collective ranking. Experimental results show a reduction in overall discrepancies, although some players saw an increase. This approach offers a partial solution to ranking inconsistencies caused by differing tournament selections in tennis. |
| PDF File: | https://alife-robotics.co.jp/members2025/icarob/data/html/data/OS/OS23/OS23-6.pdf |
| Copyright: | © The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/ |
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