Issue 1/2022
Special Issue: A Decade of Sentic Computing
Content (27 Articles)
A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis
Xieling Chen, Haoran Xie, Gary Cheng, Zongxi Li
An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing
Oscar Araque, Carlos A. Iglesias
DomainSenticNet: An Ontology and a Methodology Enabling Domain-Aware Sentic Computing
Damiano Distante, Stefano Faralli, Steve Rittinghaus, Paolo Rosso, Nima Samsami
An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits
Yu Du, Tong Li, Muhammad Salman Pathan, Hailay Kidu Teklehaimanot, Zhen Yang
CAT-BiGRU: Convolution and Attention with Bi-Directional Gated Recurrent Unit for Self-Deprecating Sarcasm Detection
Ashraf Kamal, Muhammad Abulaish
A Multitask Framework to Detect Depression, Sentiment and Multi-label Emotion from Suicide Notes
Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya
Sentic Computing for Aspect-Based Opinion Summarization Using Multi-Head Attention with Feature Pooled Pointer Generator Network
Akshi Kumar, Simran Seth, Shivam Gupta, Shivam Maini
Hybrid Deep Learning Models for Thai Sentiment Analysis
Kitsuchart Pasupa, Thititorn Seneewong Na Ayutthaya
Ordered Weighted Averaging for Emotion-Driven Polarity Detection
Jesus Serrano-Guerrero, Francisco P. Romero, Jose A. Olivas
Multitask Learning for Complaint Identification and Sentiment Analysis
Apoorva Singh, Sriparna Saha, Md. Hasanuzzaman, Kuntal Dey
Automatic Expansion of Domain-Specific Affective Models for Web Intelligence Applications
Albert Weichselbraun, Jakob Steixner, Adrian M.P. Braşoveanu, Arno Scharl, Max Göbel, Lyndon J. B. Nixon
Towards Sentiment-Aware Multi-Modal Dialogue Policy Learning
Tulika Saha, Sriparna Saha, Pushpak Bhattacharyya
Design and Deployment of an Image Polarity Detector with Visual Attention
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Affective Concept-Based Encoding of Patient Narratives via Sentic Computing and Neural Networks
Hanane Grissette, El Habib Nfaoui
Mood of the Planet: Challenging Visions of Big Data in the Arts
Vibeke Sorensen, John Stephen Lansing, Nagaraju Thummanapalli, Erik Cambria
Emotionally Informed Hate Speech Detection: A Multi-target Perspective
Patricia Chiril, Endang Wahyu Pamungkas, Farah Benamara, Véronique Moriceau, Viviana Patti
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection
Kristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik-Šikonja
Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods
David Valle-Cruz, Vanessa Fernandez-Cortez, Asdrúbal López-Chau, Rodrigo Sandoval-Almazán
Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains
Felipe Bravo-Marquez, Cristián Tamblay
Distant Supervised Construction and Evaluation of a Novel Dataset of Emotion-Tagged Social Media Comments in Spanish
Juan Pablo Tessore, Leonardo Martín Esnaola, Laura Lanzarini, Sandra Baldassarri
Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction
Felipe Bravo-Marquez, Arun Khanchandani, Bernhard Pfahringer
Automatically Building Financial Sentiment Lexicons While Accounting for Negation
Thomas Bos, Flavius Frasincar
Single and Cross-Disorder Detection for Autism and Schizophrenia
Aleksander Wawer, Izabela Chojnicka, Lukasz Okruszek, Justyna Sarzynska-Wawer