Emotional experiences extracted from user-generated content
- Ossi Mokryn
- Nov 3, 2020
- 1 min read
What are the emotions felt while experiencing experience goods such as a film, a song, or a restaurant? We found that these emotions can be extracted from the reviews written for these items.
Emotional signatures
Online reviews are broadly believed to reflect consumers' opinions towards the reviewed items. In this line of research, we show that online reviews for experience goods also reflect something very different, the reviewer's emotions while experiencing the item. Specifically for films, which are made with the intent of evoking an emotional response, we demonstrate that the emotions that the viewer experienced while watching the movie are reflected in their online review, and can be reliably extracted from it, using our emotional signatures.
Paper: Osnat Mokryn, David Boddof, Nadim Bader, Yael Albo, Joel Lanir. Sharing emotions: Determining films’ evoked emotional experience from their online reviews. Information Retrieval Journal, Special Issue on Mining Actionable Insights from Online User Generated Content. V. 1, pp. 1-27, April 2020. (PDF)
Emotional signatures of sequels are significantly closer than emotional signatures of any two films or even same-genre films. Here we can see the emotional signatures of several Harry Potter sequels.
A 25-mins talk on our results:
What I love most about this article is its balance between depth and simplicity. You tackle a complex subject and make it feel approachable, which is no small feat. Every point is https://unblockedgames-66ez.com clearly explained, and the examples you use make the concepts even more relatable. It's evident that you’ve done your research, but you’ve managed to present it in a way that’s engaging and easy to digest. I look forward to reading more from you!
Transform your photos into beautiful Ghibli-style artwork using Ghibli Image Generator . Create magical moments with our easy-to-use image generator.
Escape Road City combines stunning visuals with engaging gameplay. It’s an experience you won’t want to miss!
https://stuntparadise.org/
Stunt Paradise offers explosive fun with cars, bikes, and extreme courses. Whether you flip, fly, or crash — it’s all part of the ride!
Jojoy App updates daily to bring you the newest and most wanted mods.