At Thematic, we have a dedicated research team that is always innovating to bring you the most accurate sentiment and thematic analysis. Solving this difficult task requires in-depth understanding of both the problem of customer feedback analysis and the relevant advances in technology. This article is a glimpse into one
You know you need to collect customer feedback. You send out surveys and read reviews. But once you have customer feedback in-hand, what do you do with it? How do you identify common themes in customer responses — and turn that into actionable business insights? You could spend long
What is sentiment analysis? If we take your customer feedback as an example, sentiment analysis (a form of text analytics) measures the attitude of the customer towards the aspects of a service or product which they describe in text. This typically involves taking a piece of text, whether it’s
I wanted to share with you my learnings from when our team at Thematic organized and sponsored a free 3-hour workshop on Deep Learning for Sentiment Analysis, run by Dr. Felipe Bravo-Marquez. The workshop booked out within 24hrs of announcing it and more than 40 people attended. Felipe
Have you wondered what customer sentiment analysis really is? Let’s get to the bottom of it. But first, let’s set some context. Customers are looking for positive experiences. Brands do too! “People will forget what you said, people will forget what you did, but people
Most people believe that text analytics solutions fail because sarcasm in customer feedback is very common. Somebody writes “Great service, yeah right!” and the dumb algorithm tags it as positive. So, whenever I speak on text analytics, someone in the audience will always ask: But how do you deal
According to Bruce Temkin’s 2016 study, after a positive emotional experience, customers are 15 times more likely to recommend a company. 15 times more likely! That’s a huge difference. Not surprisingly, emotion analysis is receiving a lot of buzz. But do the current solutions deliver on the
In July 2016, I was fortunate enough to speak at the Sentiment Analysis Symposium in New York. It is one of the most important events for those who invent text analytics solutions and for those who use them. I also attended the co-located sentiment analysis tutorial run by Jason Baldridge.