@inproceedings{2d856250205c4dfe9960b7a4aa85be45,
title = "Predicting Emotion in Movie Scripts Using Deep Learning",
abstract = "In this paper we present a machine learning approach that aims to predict an emotion that follows given text segments. For this, we pre-processed a collection of movie scripts to generate a sequence of sentiment values. The sequence is given to a deep learning network to learn the sentiment value to follow. The evaluation result was promising, showing high cosine similarities between the target and the predicted emotion values.",
keywords = "deep learning, machine learning, movie ratings, text mining",
author = "Lee, \{Seong Ho\} and Kim, \{Dong Min\} and Cheong, \{Yun Gyung\}",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018 ; Conference date: 15-01-2018 Through 18-01-2018",
year = "2018",
month = may,
day = "25",
doi = "10.1109/BigComp.2018.00088",
language = "English",
series = "Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "530--532",
booktitle = "Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018",
}