Systems and Methods For Real-Time Team Positional Predictions

A data processing apparatus comprising:

• one or more processors;
• and
• one or more memories accessible by the processor, the one or more memories storing thereon a positional prediction algorithm and a computer program configured to access or implement the positional prediction algorithm,
• wherein the computer program, when executed by the one or more processors, causes the one or more processors to:
• receive (i) a set of performance data corresponding to at least one team member of a plurality of team members of a team from a prior match and (ii) data indicating an opposing team for a current match,
• process the set of performance data, including:
• automatically updating, by the positional prediction algorithm, a stored set of performance data associated with the team based on the set of performance data,
• automatically determining, by the positional prediction algorithm based on the stored set of performance data and a set of opposing team performance data, at least one of:
• (i) a plurality of predicted lineups for the team and the opposing team;
• or (ii) a plurality of predicted team member matchups corresponding to the plurality of predicted lineups,
• receive an updated set of performance data during an interval between play of the current match between the team and the opposing team, the updated set of performance data indicating performance values of one or more team members of the plurality of team members during the current match before the interval between play, and
• automatically determine in real-time during the interval between play, by the positional prediction algorithm based on at least the updated set of performance data, at least one of:
• (i) at least one updated predicted lineup for the team and the opposing team;
• or (ii) an updated plurality of predicted team member matchups corresponding to the at least one updated predicted lineup.

A non-transitory computer-readable medium including instructions that, when executed by one or more processors, cause the one or more processors to:

• receive (i) a set of performance data corresponding to at least one team member of a plurality of team members of a team from a prior match and (ii) data indicating an opposing team for a current match;
• process the set of performance data, including:
• automatically updating, by a positional prediction algorithm, a stored set of performance data associated with the team based on the set of performance data,
• automatically determining, by the positional prediction algorithm based on the stored set of performance data and a set of opposing team performance data, at least one of:
• (i) a plurality of predicted lineups for the team and the opposing team;
• or (ii) a plurality of predicted team member matchups corresponding to the plurality of predicted lineups;
• receive an updated set of performance data during an interval between play of the current match between the team and the opposing team, the updated set of performance data indicating performance values of one or more team members of the plurality of team members during the current match before the interval between play;
• and
• automatically determine in real-time during the interval between play, by the positional prediction algorithm based on at least the updated set of performance data, at least one of:
• (i) at least one updated predicted lineup for the team and the opposing team;
• or (ii) an updated plurality of predicted team member matchups corresponding to the at least one updated predicted lineup.