Vol-2897
urn:nbn:de:0074-2897-0

Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

AffCon 2021
Affective Content Analysis 2021

Proceedings of the 4th Workshop on Affective Content Analysis (AffCon 2021)
co-located with Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021)

February 9, 2021.

Edited by

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

* Adobe Research, India
** National University of Singapore, Singapore
*** University of Pennsylvania, USA

More details about the AffCon2121 Programme Committee are on the workshop website.

Previous editions of AffCon @ AAAI

The proceedings of AffCon @ AAAI-2020 are archived as CEUR Workshop Proceedings.
The proceedings of AffCon @ AAAI-2019 are archived as CEUR Workshop Proceedings.
The proceedings of AffCon @ AAAI-2018 were archived by AAAI.

Table of Contents

Editorial for the 4th Workshop on Affective Content Analysis (AffCon) at AAAI 2021 1-6
Kokil Jaidka, Niyati Chhaya, Jennifer Healey, Lyle Ungar, Atanu Sinha
Summary: There were 12 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume, 5 as regular papers and 1 as short papers.

AffCon21 Session 1

(keynote) Best Practices in Automating Affect Recognition Rosalind Picard
A Two-stage Multi-modal Affect Analysis Framework for Children with Autism Spectrum Disorder 7-14
Jicheng Li, Anjana Bhat, Roghayeh Barmaki
(Best paper) Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition 15-22
Eunjeong Koh , Shlomo Dubnov

AffCon21 Session 2

ABL-MICRO: Opportunities for Affective AI Built Using a Multimodal Microaggression Dataset 23-29
Gloria Washington, Gishawn Mance, Saurav Aryal, Mikel Kengni
(keynote) What Text Analysis Cannot Tell Us: The Importance of Observation in Understanding Creative Teams Page Moreau
(keynote) Towards an artificial intuition: Conversational markers of (anti)social dynamics Cristian Danescu-Niculescu-Mizil
(keynote) AI-assisted Human creativity Devi Parikh

AffCon21 Session 3

Empirical Assessment and Characterization of Homophily in Classes of Hate Speeches 30-34
Seema Nagar, Sameer Gupta, C.S Bahushruth, Ferdous Barbhuiya, Kuntal Dey
Towards A Six-Level Framework of Emotional Intelligence for Customer Service Chatbots 35-42
Qicheng Ding, V. Ivan Sanchez Carmona, Mingming Liu, Fangzhen Peng, Yu Zhang, Changjian Hu,
Music Speaks in Emotions 43-44
Hortense Fong, Vineet Kumar

2021-06-19: submitted by Kokil Jaidka, metadata incl. bibliographic data published under Creative Commons CC0
2021-07-05: published on CEUR-WS.org |valid HTML5|