Vol-2328
urn:nbn:de:0074-2328-8

AffCon 2019
2nd Workshop on Affective Content Analysis

Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019)
co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)

Honolulu, USA, January 27, 2019.

Edited by

Niyati Chhaya *
Kokil Jaidka **
Atanu Sinha *
Lyle Ungar ***

* Adobe Research, India
** Nanyang Technological University, Singapore
*** University of Pennsylvania, USA

More details about the AffCon2019 Programme Committee are on the workshop website.

The proceedings of AffCon @ AAAI-2018 were archived by AAAI.

Editorial for the 2nd Workshop on Affective Content Analysis (AffCon) at AAAI 2019 1-11
Niyati Chhaya, Kokil Jaidka, Atanu Sinha, Lyle Ungar

Session 1

(keynote) Identifying Affective Events and the Reasons for their Polarity
Ellen Riloff
(Best paper) Scalable Privacy-Compliant Virality Prediction on Twitter 12-27
Damian Kowalczyk, Jan Larsen
Partners in Crime: Utilizing Arousal-Valence Relationship for Continuous Prediction of Valence in Movies 28-38
Tanmayee Joshi, Sarath Sivaprasad, Niranjan Pedanekar

Session 2

(keynote) Affective Search: Helping Users Create Positive Experiences
Alon Halevy
The CL-Aff Happiness Shared Task: Results and Key Insights 39-49
Kokil Jaidka, Saran Mumick, Niyati Chhaya, Lyle Ungar
(poster) (Best System, CL-Aff Shared Task 2019) Happy Together: Learning and Understanding Appraisal From Natural Language 50-59
Arun Rajendran, Chiyu Zhang, Muhammad Abdul-Mageed

Session 3

(keynote) Grounded Emotions
Rada Mihalcea
Adversarial and Cooperative Correlated Domain Adaptation based Multimodal Emotion Recognition 60-71
Jielin Qiu Xiaoshi Chen, Kai Hu
(poster) Emotional Experience of Students Interacting with a System for Learning Programming (short paper) 72-79
Thomas James Tiam-Lee, Kaoru Sumi
(poster) Audio Sentiment Analysis by Heterogeneous Signal Features Learned from Utterance-Based Parallel Neural Network (short paper) 80-87
Ziqian Luo, Hua Xu, Feiyang Chen
(poster) A Novel Machine Learning-based Sentiment Analysis Method for Chinese Social Media Considering Chinese Slang Lexicon and Emoticons 88-103
Da Li, Rafal Rzepka, Michal Ptaszynski, Kenji Araki

Session 4

(keynote) Using Social Media Language to Understand Empathy and Stress
Lyle Ungar
(poster) (Runner-up for Best System, CL-Aff Shared Task 2019) Word Pair Convolutional Model for Happy Moment Classification (short paper) 111-119
Michael Saxon, Samarth Bhandari, Lewis Ruskin, Gabrielle Honda
(poster) (Runner-up for Best System, CL-Aff Shared Task 2019) Ingredients for Happiness: Modeling constructs via semi-supervised content driven inductive transfer (short paper) 120-128
Bakhtiyar Syed, Vijayasaradhi Indurthi, Kulin Shah, Manish Gupta, Vasudeva Varma
(poster) CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness 129-139
Geetanjali Rakshit, Jiaqi Wu, Ryan Compton, Marilyn Walker, Pranav Anand, Steve Whittaker
(poster) Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis (short paper) 140-151
Baohua Sun, Lin Yang, Catherine Chi, Wenhan Zhang, Michael Lin
(poster) What Constitutes Happiness? Predicting and Characterizing the Ingredients of Happiness Using Emotion Intensity Analysis 152-163
Raj Kumar Gupta Prasanta Bhattacharya, Yinping Yang
(poster) Happiness Ingredients Detection using Multi-Task Deep Learning (short paper) 164-170
Weizhao Xin, Diana Inkpen
(poster) CL-Aff Deep semisupervised clustering 171-180
Johnny Torres, Carmen Vaca
(poster) Modeling Happiness Using One-Class Autoencoder 181-190
Byung-Chull Bae, Yun Gyung Cheong, Youngrok Song.
(poster) IoH-RCNN: Pursue the Ingredients of Happiness using Recurrent Convolutional Neural Networks (short paper) 191-197
Bashar Talafha, Mahmoud Al-Ayyoub
(poster) Affective Content Classification using Convolutional Neural Networks 198-207
Daniel Claeser
(keynote) Beyond Detection and Computation of Affect: Interpretation and Decision
Atanu Sinha

2019-03-11: submitted by Kokil Jaidka, metadata incl. bibliographic data published under Creative Commons CC0
2019-03-13: published on CEUR-WS.org |valid HTML5|

AffCon 2019 2nd Workshop on Affective Content Analysis

Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019) co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)