The document discusses the use of cognitive computing to analyze data for improving the success rates of guide dogs from Guiding Eyes for the Blind. It emphasizes the importance of understanding the interplay between genetics and environment in training guide dogs, as well as the role of volunteer puppy raisers in the process. The aim is to enhance efficiencies in dog breeding, training, and matching with visually impaired individuals to meet growing demand.

1. Watson Guiding The Way
Using cognitive computing
to discover the secrets behind
successful guide dogs
Jane Russenberger, BS
Guiding Eyes for the Blind
Yorktown Heights, NY
October 24, 2016

2. • Connect people with vision
loss with exceptional dogs to
enjoy greater independence
• Dogs placed at no charge,
worldwide
• 60 years of service
• >7,300 teams graduated
• 501 (c ) (3) non-profit
• Yorktown Heights, NY

3. Volunteer
puppy raisers
Success:
Breeders
30
Matings = 517 pups
We raise 347
Success:
Guide Dogs
155
Released 35
Pets 70
Service Dogs 70
Career sorting -8 wks old
Guide Dog train 282
Released 127
$46K/dog
raised

4. Goal 12% more dogs become guides
49%
success rate
today
$920K invested
means success
Release
Success

5. Lots of data on
>1200 dogs
Puppy
raising
In for
training
Puppy @
8 weeks
Training
“By collecting information about our dogs,
we can dig into the data to pull out meaningful insights
about health, behavior, temperament and more.”
—Thomas Panek, President and Chief Executive Officer,
Guiding Eyes for the Blind

6. 6
Phenotype = Genotype + environment
P= G + E
Interaction between genetics and environmental factors
P= f(G,E)
Environment
80%
Genetics
20%

7. Genetic Differences
 Poor scores on pup test
 Failed guide dog training
 Good scores on pup test
 Successful as a guide dog
Axel Anders

8. • Not adjusting approach
based on dog’s arousal level
• Confusing communication
Experienced raiser:
resolves stress
• Adjusts approach
• Clear communication
New raiser:
unresolved stress

9. Dr. Chris Tseng
Professor and
Director of
Data Intelligence Lab
for Cognitive
Computer Learning
Jane Russenberger, BS
Senior Director of
Genetics and Breeding

10. Comments
on Training &
Socialization
Puppy
Raiser
Reports and
Narrative
Success or
Failure of
Dog
• 100% accuracy
• All 105 record used
Success of
Dog
• 100% accuracy
• 67/105 records
used
Success of
Volunteer
Puppy Raiser
Results- New Data
Supervised Learning
Project 1- Prediction

11. Results
Increased success Reduced costs
expected
New insights into
the personalities
means happy volunteer puppy
raisers, more people matched
with guide dogs to help meet
growing demand
through greater efficiency in
the guide dog program, from
breeding to placement with a
human in need
of dogs and matching to the
volunteer puppy raisers

12. Project 2: What influences outcome?

13. Louis Freund PhD
Professor and Director,
Graduate Program in
Human Factors and
Ergonomics
Department of
Industrial and
Systems Engineering
Jane Russenberger, BS
Senior Director of
Genetics and Breeding
Contingent upon funding

14. Which
Behaviors
or
Combinations
of Behaviors?
Outcome
Environmental
Fears
Ability to
Handle Stress
Body
Sensitivity
Excitability &
Distraction

15. Age
(Months)
Source of observation
Stored
51 data points
Number
2
• Socialization and training
• Puppy test
Behavior Checklist
(BCL) & Video
1500
4,8,13 • Puppies with raisers BCL & Video 1000
14-18 • Training induction test BCL & Video 1200
>14
• Preliminary blindfold test and trainer’s
observations –first 2 months or when rejected
• Final blindfold test and trainer’s observations
BCL 1200
Lots of Longitudinal Data

16. • Decreased ability to pay attention to cues
• Decreased fine motor control
• Over-reaction to stimuli (impacts
excitability, environmental soundness)
Unproductive State of Arousal

17. 17
Breeding- Weaning
$2K
Puppy Raising
$13 K
Watson
Help Guide Decisions
Outcome:
More Guide Dogs
from
$46,000/dog
Training
$31 K
Guides
& Breeders
Release very poor dogs earlier
Select best pups to raise as guide dogs
Best matches of dogs to volunteer raisers
More successful dogs

18. Trainer
Influence
Match
Guide Dog
To
Student
Health
Genomics
SNP
Arrays
Future Dream

19. Questions?
jrussenberger@guidingeyes.org