• If you are citizen of an European Union member nation, you may not use this service unless you are at least 16 years old.

  • You already know Dokkio is an AI-powered assistant to organize & manage your digital files & messages. Very soon, Dokkio will support Outlook as well as One Drive. Check it out today!

View
 

Action Packs -- Discussion

This version was saved 14 years, 1 month ago View current version     Page history
Saved by Christine Egger
on February 11, 2010 at 5:10:56 pm
 

Contents

 

  • Introduction
  • Contributors
  • Use Case
  • Action Items
  • Time Line
  • Data
  • Resources and Links

 

Introduction

 

In January 2010, Ehren Foss of Prelude Interactive shared an update on his Social Actions Tuner project.  The update led to a discussion about applying TF-IDF functionality to the Action Packs in order to more intelligently sort actions by cause area, geographic location, or theme. In non-technical terms, each action pack would 'learn' to display relevant actions on a cause area, geographic location, or theme based on the keywords contained in actions that have had a high number of click-throughs (and possibly RTs) in the past. On February 11, 2010, Social Actions convened an open call on the topic. This wiki page was setup in advance of the call to serve as an organizing tool for implementing the innovation.

 

Contributors

 

 

Technical Overview

 

  • Filtering with Social Actions API only gets you so far
    • data points
  • Description of Social Actions Tuner
    • Built on technology called LDA (latent _____ allocation): analyzes groups of text using the terms and their frequency and how they appear across all articles. Attempts to categorize data coming in.
    • Used it to build a tool for someone who'd log into Social Actions Tuner, search by category/term/etc. Would vote results -- thumbs up if it was what you were looking for, thumbs down if not.
    •  

 

Use Case

 

(notes)

 

Time Line

 

(notes)

 

Action Items

 

(notes)

 

Data

 

Social Actions API

 

  • Title
  • Description
  • Action Source
  • Action Type
  • Hits

 

Social Actions API Click-Through Data

 

 

Twitter API

 

  • RTs (maybe)

 

Resources and Links

 

 

 

 

Comments (0)

You don't have permission to comment on this page.