Alpha Presentation Twitch Comment Rankings and Smart Ads The - - PowerPoint PPT Presentation

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Alpha Presentation Twitch Comment Rankings and Smart Ads The - - PowerPoint PPT Presentation

Alpha Presentation Twitch Comment Rankings and Smart Ads The Capstone Experience Team Amazon Michael Chen Cash Compton Max Reuter Chaz Schooler Po-An Tsai Department of Computer Science and Engineering Michigan State University Spring


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SLIDE 1

From Students… …to Professionals

The Capstone Experience

Alpha Presentation

Twitch Comment Rankings and Smart Ads

Team Amazon

Michael Chen Cash Compton Max Reuter Chaz Schooler Po-An Tsai Department of Computer Science and Engineering Michigan State University Spring 2016

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SLIDE 2

Project Overview

  • Objectives
  • Increase chat usage and interactivity
  • Present unique ads that viewers will appreciate
  • Comment Rankings
  • Comment rank determined by votes and frequency
  • High-ranking comments displayed statically
  • Smart Ads
  • Identify products mentioned in chat and on stream
  • Advertise link to products on amazon.com

The Capstone Experience Team Amazon Alpha Presentation 2

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SLIDE 3

System Architecture

The Capstone Experience Team Amazon Alpha Presentation 3

Client Browser Adapter Site Twitch.tv AWS Servers Amazon.com

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SLIDE 4

Chat Ranking Algorithm Simulation

The Capstone Experience Team Amazon Alpha Presentation 4

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SLIDE 5

Stream Audio Transcription

The Capstone Experience Team Amazon Alpha Presentation 5

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SLIDE 6

User Interface

The Capstone Experience Team Amazon Alpha Presentation 6

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SLIDE 7

What’s left to do?

  • Complete ad relevance/selection algorithm
  • Connect ranking algorithm with comments

database

  • Increasing transcription accuracy
  • Improvements to voting GUI and functionality
  • Testing

The Capstone Experience Team Amazon Alpha Presentation 7