B2B Watson Project

A Smart e-mail order processing system powered by Watson on BlueMix

After

Before

Unstructured e-mail generated from Client

Unstructured e-mail generated from Client

e-mail + attachments

B2B Orders America - Task ID Repository

Unstructured 
Data
structured 
Data

e-mail +

attachments

Motivation

  1. IBM Watson
    1. Artificial Intelligence - Natural Language processing
    2. Customized Results and Modelling
    3. Iterative Learning
  2. IBM BlueMix Paas(Platform as a Service)                                             
    1. Secure,Reliable,Scalable,On-Demand(Cloud!!!)
    2. Model Deployment "as a Service"
    3. Our Own - Early Adoption,internal support
    4. Diverse and rich API Catalog
  3. Future Scope
    1. Stakeholder Alerts
    2. Analytics
    3. Streamlined Process

Raw Train Documents

Raw Test Documents

Training

Corpus

Analyzed Documents

Human Annotation Tool (Browser based)

Training Tool

S.I.R.E

Model Pushed to BlueMix as a Service

Features

Dictionaries

Correct Errors
Iterate
Retrain Model

Statistical Information &

Relationship Extraction

Validation Results

  • Average Precision~90
  • Average Recall~70
  • Median Accuracy~85%

Questions?

Thank You

Made with Slides.com