![Page 1: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/1.jpg)
Creating a Personalized Group Watching Experience
Jennifer Chan & Neha Narula MAS.672 Social Television
![Page 2: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/2.jpg)
Watching with Friends is HardWhat do we all like?What have we all not seen yet?
![Page 3: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/3.jpg)
Current State of AffairsFighting over the RemoteLots of back-and-forth
![Page 4: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/4.jpg)
Tubely Can Help!
Improves the collective TV watching experience and brings friends together.
![Page 5: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/5.jpg)
Making TV more socialBringing people
together around a tvVirtual watching
rooms
Goal: encourage more real life person-person interaction!
![Page 6: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/6.jpg)
Situational recommendations
Recommendations based on time, place, and what you're in the mood for, not just viewing history and preferences.
![Page 7: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/7.jpg)
Using Internet Radio as Inspiration
Queue with suggestionsGrooveshark, Spotify
Choose qualities
Pandora
![Page 8: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/8.jpg)
How Does it Work?
Keep your own playlist of shows you want to watch. Tubely makes suggestions based on what you and your friends like. Watch together!
![Page 9: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/9.jpg)
Your Watchbox
Personalized QueueKeep track of shows I want to watchSuggest more when I run outThrow shows into your watchbox to see later
![Page 10: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/10.jpg)
Suggestions By MoodSpecify what you are in the mood to watch (girly, comedy, reality)Pandora style tagging for tv showsExamples:
girlygeeky
trashy
![Page 11: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/11.jpg)
Implementation
Python Flask serverJinja templatingHTML/CSS/JavaScriptjwplayer
![Page 12: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/12.jpg)
DEMO
![Page 13: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/13.jpg)
Important Parts
Recommendations for multiple people Tag-based recommendations
![Page 14: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/14.jpg)
Recommenders
![Page 15: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/15.jpg)
Recommender Systems
![Page 16: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/16.jpg)
Recommender Factors
Text from TV show descriptionsReviews and ratingsWatching habitsNielson numbers
![Page 17: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/17.jpg)
Additional Factors for Groups
Intersecting profiles might not work Instead:
Social graphViewing historiesWhere and when
![Page 18: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/18.jpg)
New Factors
User generated taggingBlogs, tweets, status updatesBrowsing/reading habitsCross media collaborative filteringPurchase historyTime and Place
![Page 19: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/19.jpg)
Deployment
![Page 20: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/20.jpg)
PlatformsStandalone web siteSet top box
Apple TV, Boxee, Google TV, Roku, TivoSecond screen experience
![Page 21: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/21.jpg)
Acquisition of Content
Built on top of existing content providers that you already subscribe to (Hulu, Netflix, etc)
![Page 22: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/22.jpg)
Potential Partners
Content providers Content producers
Extra tags and content information Advertisers Facebook
![Page 23: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/23.jpg)
Monetization Strategy
Inline advertising Paid promoted suggestions Data about collective TV watching
![Page 24: Watching Experience Creating a Personalized Grouppdos.csail.mit.edu/~neha/Tubely.pdf · Creating a Personalized Group Watching Experience ... Grooveshark, Spotify Choose qualities](https://reader034.vdocument.in/reader034/viewer/2022042222/5ec881fa37185c26cf048cb5/html5/thumbnails/24.jpg)
Making TV more socialSituational recommendations
Customizes tv watching with a unique playlist experience