首页    期刊浏览 2025年02月17日 星期一
登录注册

文章基本信息

  • 标题:Design and Implementation of NBA Playoff Prediction Method Based on ELO Algorithm and Graph Database
  • 本地全文:下载
  • 作者:Song Yan ; Siyuan Meng ; Qiwei Liu
  • 期刊名称:Journal of Computer and Communications
  • 印刷版ISSN:2327-5219
  • 电子版ISSN:2327-5227
  • 出版年度:2019
  • 卷号:7
  • 期号:11
  • 页码:54-64
  • DOI:10.4236/jcc.2019.711004
  • 出版社:Scientific Research Publishing
  • 摘要:With the globalization of NBA, all eyes on the NBA playoffs are around the world. Ones celebrate the winning of their team which they like. Especially, NBA fans keep on predicting the playoffs game results. However, prediction of winning probability of teams in NBA playoffs is challenging. In order to meet the challenges, we proposed a method using ELO algorithm for prediction and leveraging Graph Database, Neo4j, for implementation. Experiment results show that, the design and implementation of the prediction system could work to some degree.
  • 关键词:The NBA Playoffs;Graph Database;Neo4j;ELO Algorithm
国家哲学社会科学文献中心版权所有