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Relevance Aware Sports App
Awais Imran | Akif Hazarvi Tahir Azim | Faisal Khan
The National Football League is a $45bn
industry!
Major League Baseball is a $36bn
industry!
The Opportunity
Sports apps are dumb information terminals.
Team Selection UI
The competition has a common problem.
TheScoreESPN NFL Official
The Competition
Step 1: Manually select your favorite team
Step 2: Manually select other relevant teams
Step 3: Receive news, scores, and general
updates of only the previous two
Step X: Change teams as season progresses.
Our Solution
Step 1: Manually select your favorite team
Step 2: Manually select other relevant teams
Step 3: Receive news, scores, and general updates
of only the previous two of favorite team, plus
algorithmically relevant teams
Step X: Change teams as season progresses.
Our Solution
Step 1: Manually select your favorite team
Step 2: Receive news, scores, and general updates
of favorite team, plus relevant teams
A significantly improved experience, don’t you
think?
Our algorithm can work with these sports, too!
Future Work (& Limitations)
Turning Quarterbapp into a real product.
- Replace scraping with paid data APIs
- Probabilistic Relevancy Algorithm
- Natively developed apps for iPhone and
Android
- Monetize with ad network integration
Demo
In-browser, and on-device!
Q&A Session
Good questions to ask:
Why did {{team.memberName}} choose
{{project.frameworkName}}?
Why not make an app for local
demographic?
What did you learn from this project?
Where does the project go from here?
Isn’t scraping data from websites illegal?

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Final Defence @ Open Houe

  • 1. Relevance Aware Sports App Awais Imran | Akif Hazarvi Tahir Azim | Faisal Khan
  • 2. The National Football League is a $45bn industry!
  • 3. Major League Baseball is a $36bn industry!
  • 4. The Opportunity Sports apps are dumb information terminals.
  • 5. Team Selection UI The competition has a common problem.
  • 7. The Competition Step 1: Manually select your favorite team Step 2: Manually select other relevant teams Step 3: Receive news, scores, and general updates of only the previous two Step X: Change teams as season progresses.
  • 8. Our Solution Step 1: Manually select your favorite team Step 2: Manually select other relevant teams Step 3: Receive news, scores, and general updates of only the previous two of favorite team, plus algorithmically relevant teams Step X: Change teams as season progresses.
  • 9. Our Solution Step 1: Manually select your favorite team Step 2: Receive news, scores, and general updates of favorite team, plus relevant teams A significantly improved experience, don’t you think?
  • 10.
  • 11. Our algorithm can work with these sports, too!
  • 12. Future Work (& Limitations) Turning Quarterbapp into a real product. - Replace scraping with paid data APIs - Probabilistic Relevancy Algorithm - Natively developed apps for iPhone and Android - Monetize with ad network integration
  • 14. Q&A Session Good questions to ask: Why did {{team.memberName}} choose {{project.frameworkName}}? Why not make an app for local demographic? What did you learn from this project? Where does the project go from here? Isn’t scraping data from websites illegal?