A network-based ranking system for US college football

被引:81
作者
Park, J [1 ]
Newman, MEJ
机构
[1] Univ Michigan, Dept Phys, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Ctr Study Complex Syst, Ann Arbor, MI 48109 USA
来源
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT | 2005年
基金
美国国家科学基金会;
关键词
random graphs; networks; new applications of statistical mechanics;
D O I
10.1088/1742-5468/2005/10/P10014
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
American college football faces a conflict created by the desire to stage national championship games between the best teams of a season when there is no conventional play-off system for deciding which those teams are. Instead, ranking of teams is based on their records of wins and losses during the season, but each team plays only a small fraction of eligible opponents, making the system underdetermined or contradictory or both. It is an interesting challenge to create a ranking system that at once is mathematically well founded, gives results in general accord with received wisdom concerning the relative strengths of the teams, and is based upon intuitive principles, allowing it to be accepted readily by fans and experts alike. Here we introduce a one-parameter ranking method that satisfies all of these requirements and is based on a network representation of college football schedules.
引用
收藏
页码:239 / 252
页数:14
相关论文
共 15 条
[1]  
Callagan T., 2004, NOT AM MATH SOC, V51, P887
[2]   DOMINANCE HIERARCHIES IN LEPTOTHORAX ANTS [J].
COLE, BJ .
SCIENCE, 1981, 212 (4490) :83-84
[3]  
David, 1988, METHOD PAIRED COMP
[4]  
Dunnavant K, 2004, 50 YEAR SEDUCTION
[5]   Community structure in social and biological networks [J].
Girvan, M ;
Newman, MEJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (12) :7821-7826
[6]   A state-space model for National Football League scores [J].
Glickman, ME ;
Stern, HS .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1998, 93 (441) :25-35
[7]   The selection or seeding of college basketball or football teams for postseason competition [J].
Harville, DA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2003, 98 (461) :17-27
[8]  
Katz L., 1953, PSYCHOMETRIKA, V18, P39
[9]   THE PERRON-FROBENIUS THEOREM AND THE RANKING OF FOOTBALL TEAMS [J].
KEENER, JP .
SIAM REVIEW, 1993, 35 (01) :80-93
[10]  
LOTT DF, 1979, Z TIERPSYCHOL, V49, P418