Association for Computational Linguistics. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), pages 259–265, New Orleans, Louisiana.
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. Anthology ID: N18-2042 Volume: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) Month: June Year: 2018 Address: New Orleans, Louisiana Venue: NAACL SIG: Publisher: Association for Computational Linguistics Note: Pages: 259–265 Language: URL: DOI: 10.18653/v1/N18-2042 Bibkey: maharjan-etal-2018-letting Cite (ACL): Suraj Maharjan, Sudipta Kar, Manuel Montes, Fabio A. We obtained the best weighted F1-score of 69% for predicting books’ success in a multitask setting (simultaneously predicting success and genre of books). In this paper, we model the flow of emotions over a book using recurrent neural networks and quantify its usefulness in predicting success in books.
An author’s dexterity in the use of these emotions captivates readers and makes it difficult for them to put the book down. There are no educational requirements one only needs the right attitude.Abstract Books have the power to make us feel happiness, sadness, pain, surprise, or sorrow. Thankfully success such as running a business is for everyone. I am not an academic, and this program was written for ordinary people like my-self. Itis now time to bank this success and move forward. I 'm lucky I have plenty of experience and I have achieved my life long ambitions to own and operate a successful dealership. Wanting is a bit like wishing I know how to coach, now I have to do things for myself, start all over again. At fifty, I really wanted my own life to take a different direction.
In 2011, affected by the economic crisis, I wrapped up my motor business, and free time led me to look at life coaching along with my other skills to help me discover which direction is best for me going forward. I discovered a new profession that actually produces very positive results. In 2009 I studied and qualified as a life coach because I wanted to improve my skills in motivating and coaching staff. Born and reared in Ireland where I live with my wife Sandra, I have worked most of my life in the motor business.