Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Text Analytics Market Insights: What's Working and What's Next
1. Text Analytics Market
Insights: What's Working &
What's Next?
Seth Grimes
Alta Plana Corporation
@sethgrimes
November 8, 2017
2.
3.
4. Level setting:
Text analytics is a term for software and business
processes that apply natural language processing to
extract business insights from social, online, and
enterprise text sources.
1.Software.
2.Business processes.
3.Business insights.
4.Data sources.
Note: Commercial product images on the slides that follow
are used for illustration only.
5. Search BI
Text
AnalyticsSemantic search
Information access /
question answering
Integrated analytics
Data
Mining
Text data mining
“Text analytics has been part of the BI, data science,
and analytics toolkit for over a dozen years.”
Data science?
6. Clustering and classification ⇒ extraction
https://www.slideshare.net/ogrisel/statistical-machine-learning-for-
text-classification-with-scikitlearn-and-nltk
11. “Lexis Answers… is a new time saving feature that utilizes
artificial intelligence (A.I.). Integrating powerful machine
learning, cognitive computing and advanced natural
language processing technologies, Lexis Answers transforms
legal research by understanding the user’s natural language
question and delivering the clearest, most concise and
authoritative answer, in addition to finely tuned,
comprehensive search results.
12. “’Dynamic program generation,’ allows Viv to
understand the intent of the user and to create
programs to handle tasks on the fly.”
Insights: Intent
26. Reinforcement Learning for NLP
Advanced Machine Learning for NLP
Jordan Boyd-Graber
REINFORCEMENT OVERVIEW, POLICY GRADIENT
Adapted from slides by David Silver, Pieter Abbeel, and John Schulman
Advanced Machine Learning for NLP | Boyd-Graber Reinforcement Learning for NLP | 1 of 20
32. Market / opportunity space?
• What do you need? A tool, solution, or service?
• What’s your platform preference?
• What’s your market?
• What’s mode or packaging do you require?
• …
A few examples of operationalization…