10 Tips: Tap Consumer Sentiment On Social Networks
July 10, 2012 08:30 AM Facebook and Twitter can serve as real-time consumer focus groups, but watch out for 'channel biases' and think beyond your brand. Follow these 10 pointers for effective use of sentiment analysis technologies.
Tip 7. Recognize The Subtleties In Sentiment
Online comments don't fall neatly into "positive" and "negative" buckets. There's a range of consumer sentiment that challenges even the most sophisticated natural language processing technologies. Catherine van Zuylen, VP of products at sentiment-analysis vendor Attensity, details at least seven shades of sentiment that defy easy categorization, from false negatives like "crying with joy" to compound sentiment like "I loved the trailer but hated the movie."
Sophisticated sentiment-analysis systems can be optimized to handle some subtlety, but no amount of tuning will lead to perfection. It's best to focus extra effort on acting on the majority of clear-cut sentiments.