2. For casual investors,
Who are dissatisfied with current stock performance apps,
Our Alexa Skill is stock performance skill,
That provides passive, personal updates regarding portfolio performance,
Unlike ‘Stock Exchange Alexa Skill’,
We provide information regarding individual stock performance, portfolio
performance, and sentiment.
4. Data Collection
“I like the idea behind the
sentiment analysis, but it
seems to derive sentiment
from headlines sometimes
without financial impact”
– Bhairav Mehta
“I don’t really invest, but I
want to.This would be a good
way to start exploring that
and learning more about
stocks.”
– Nirmal Patel
“I can’t see myself checking
sentiment super often, since I
mostly own funds, but I like
that if I don’t use it, it doesn’t
really bother me”
– Max Gleit
5. Going Forward
Shortcoming
Solution
Sentiment inaccuracies Preprocess training/prediction data.
(i.e. bag of words, headline
weighting)
Website bugs Increased testing and software
fixes
Long Alexa Response Single Stock Query
Full Portfolio Performance Metric New Alexa Query
6. Going Forward
Preprocess the data...
Morgan Stanley:Amazon could be a $1 trillion company within a year
Morgan Stanley Amazon 1 trillion year