Project for Chapter 13
Choose either
Option A or Option B to submit through Class Moodle site on the Project 13
link.
Option A
AI-based software is getting smarter at analyzing qualitative
data, words, phrases, and understanding the relationship among these words.
These programs are able to analyze data generated through focus groups,
surveys, online forums, call centers, help desks, and social media and are able
to generate new insights. Such new insights could help businesses offer better
customer service and products and services that are more appealing to their
customers. Scotts Miracle-Gro, a major provider of lawn, garden, and
outdoor-living products and services, recently noticed that a large number of
customers were canceling lawnfertilizer service. Not knowing what was causing
the problem, the company conducted a survey and asked customers to rank their
satisfaction with the company offerings and other feedback. Using AI-based
software called Luminoso (www.luminoso.com), Scotts
analyzed the data, which yielded some interesting results. The reason customers
were canceling the service was because they expected better customer service
from the company. Although the words customer service were not cited
specifically in the survey, the software was able to associate words such as
“listen” or “not responsive” in order to come up with the finding. According to
David Erdman, a senior analyst at Scotts, the company is now examining its customer
service in order to make improvements. Luminoso performs its analyses by
accessing a large database that stores common-sense knowledge and relationships
(such as “if you drop a ball, it will fall”) that help understand how words and
phrases relate to each other.
Answer the questions in a
two-page paper submitted through Class Moodle site on link Project 13.
1.
What problems were Scotts
Miracle-Gro facing?
2.
Which software was used to
analyze data collected by Scotts?
3.
How does a software tool such as
Luminoso analyze data?
4.
What are some strategic
applications of software tools such as Luminoso?
OR
Option B
Nuance Communication’s Dragon Speech Recognition
Software and AT&T’s Natural Voices Wizzard Speech are two of the popular
commercial NLPs currently on the market. After reading the information
presented in this module and other sources, write a two-page paper that
explains key features of each NLP. What are some of the business applications
of each software program? What types of businesses will benefit the most from
these types of software?
Answer the questions in a
two-page paper submitted through Class Moodle site on link Project 13.