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29th WebMedia 2023: Ribeirão Preto, Brazil
- Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, WebMedia 2023, Ribeirão Preto, Brazil, October 23-27, 2023. ACM 2023
Keynote Talks
- Alexandra Covaci:
Bytes and Rhythms - Delving into the Tech-Driven Evolution of Food and Music. 1-2 - Mylène C. Q. Farias:
Quality of Experience of Immersive Media - New Challenges. 3-4 - Pablo César:
Towards Volumetric Video Conferencing. 5
Session: Accessibility and User Evaluation
- José M. L. Moraes, Phyllipe Do Carmo F., Maria da Conceição Carneiro Araújo, Bernardo Costa, Myrna Amorim, Agebson Rocha Façanha, Joel A. F. dos Santos, Windson Viana:
Dashboards to support rehabilitation in orientation and mobility for people who are blind. 6-10 - Anderson Canale Garcia, Silvana Maria Affonso de Lara, Lianna Mara Castro Duarte, Renata Pontin de Mattos Fortes, Kamila Rios da Hora Rodrigues:
Early accessibility testing - an automated kit for Android developers. 11-15 - Alex Torquato Souza Carneiro, Candy Veronica Tenorio Gonzales, Carlos Hitoshi Morimoto:
EyePursuitLinks - an Eye-pursuit Based Interface for Web Browsing Using Smart Targets. 16-24 - Victor M. Magalhães Pinto, Leonardo M. Murtha Oliveira, Ysabelle Pinheiro De Sousa, Stefania L. Danyi, Dimas S. Lima:
Smart Notifications - An ML-based Framework to Boost User Engagement. 25-31 - Aleph Campos da Silveira, Roope Raisamo, Fotios Spyridonis, Alexandra Covaci, George Ghinea, Celso A. S. Santos:
Guidelines for conducting biofeedback-enhanced QoE studies in mulsemedia-enhanced virtual reality. 32-40
Session: Human Activity Recognition and Context Awareness
- Wallace Da Silva Coelho Valadão, Eric Rodrigues Da Silva, Paulo Márcio Souza Freire, Ronaldo Ribeiro Goldschmidt:
A Contextualized Embeddings-based Method to Detect Suicide Ideations in Texts. 41-45 - Leandro Persona, Fernando Meloni, Alessandra Alaniz Macedo:
An accurate real-time method to detect the smile facial expression. 46-55 - Paulo Victor Borges Oliveira Lima, Djefferson Maranhão, Carlos de Salles Soares:
Automatic Emotion Detection in the Learning of Algorithms. 56-64 - Juliana da Costa Feitosa, Luiz Felipe de Camargo, Eloísa Bonatti, Giovana Ballminut Simioni, José Remo Ferreira Brega:
eXplainable Artificial Intelligence in sentiment analysis of posts about Covid-19 vaccination on Twitter. 65-72
Session: Media Processing, Coding and Annotation
- Adson Duarte, Anna Oliveira, Bruno Zatt, Guilherme Corrêa, Daniel Palomino:
A Machine Learning-Based Solution to Accelerate the Intra Mode Decision for the VVC Standard. 73-81 - Cleverson Marques Vieira, Marcus Vinícius De Castro Oliveira, Marcelo de Paiva Guimarães, Leonardo Rocha, Diego Roberto Colombo Dias:
Applied Explainable Artificial Intelligence (XAI) in the classification of retinal images for support in the diagnosis of Glaucoma. 82-90 - Vanessa Câmara, Rayol Mendonca-Neto, André Silva, Luiz Cordovil Jr.:
DBVinci - towards the usage of GPT engine for processing SQL Queries. 91-95 - Alexandre Thurow Bender, Emillyn Mellyne Gobetti Souza, Ihan Belmonte Bender, Ulisses Brisolara Corrêa, Ricardo Matsumura de Araújo:
Improving Multi-Domain Learning by Balancing Batches With Domain Information. 96-103 - Luan V. C. Martins, Adriana Passos Bueno, Alexandre Defelicibus, Rodrigo D. Drummond, Renan Valieris, Yu-Tao Zhu, Israel Tojal da Silva, Liang Zhao:
WSI2ML - An Open-Source Whole Slide Image Annotation Software for Machine Learning Applications. 104-109
Session: Natural Language Processing and Deep Learning
- Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves:
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. 110-118 - Antônio Pereira De Souza Júnior, Felipe Viegas, Marcos André Gonçalves, Leonardo Rocha:
Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling. 119-127 - Marcos Paulo Silva Gôlo, Marcelo Isaias de Moraes, Rudinei Goularte, Ricardo Marcondes Marcacini:
On the Use of Early Fusion Operators on Heterogeneous Graph Neural Networks for One-Class Learning. 128-136 - Leandro Massetti Ribeiro Oliveira, Li-Chang Shuen, Allan Kássio Beckman Soares da Cruz, Carlos de Salles Soares:
Summarization of Educational Videos with Transformers Networks. 137-143 - Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes:
Unfairness in Machine Learning for Web Systems Applications. 144-153
Session: Online Social Networks and Misinformation
- Patrick Antunes dos Santos, Paulo Márcio Souza Freire, Ronaldo Ribeiro Goldschmidt:
Ensembles to Detect Fake News - An Approach Based on Specialized Classifiers. 154-158 - Julio C. S. Reis, Philipe F. Melo, Fabiano Belém, Fabricio Murai, Jussara M. Almeida, Fabrício Benevenuto:
Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp. 159-167 - Macaio Cacabro, Wellington Franco, José Maria Monteiro, Javam C. Machado:
IARA - An Architectural Model to Assist the Development of Advising Bots for Misinformation Detection. 168-176 - Bruno Rocha Gomes, Antonio José G. Busson, José M. C. Boaro, Sérgio Colcher:
Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer. 177-183 - Luiz Paulo Carvalho, Silas P. Lima Filho, Michele A. Brandão, Mônica Ferreira da Silva, Jonice Oliveira, Maria da Graça Campos Pimentel:
Thirteen Years of WebMedia (2010 to 2022) - A Comprehensive Descriptive and Meta-Scientific Analysis. 184-192
Session: Recommender Systems
- Yan Andrade, Nícollas Silva, Thiago Silva, Adriano C. M. Pereira, Diego Roberto Colombo Dias, Elisa Tuler de Albergaria, Leonardo Rocha:
A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems. 193-197 - Guilherme Bittencourt, Guilherme Fonseca, Yan Andrade, Nícollas Silva, Leonardo Rocha:
A Survey on Review - Aware Recommendation Systems. 198-207 - Luan Soares de Souza, Marcelo Garcia Manzato:
A User Study on Explanations with Different Levels of Detail in Recommender Systems. 208-212 - Claudia Suarez Mariscal, Bruno Santana Massena de Lima, Renata Galante, Weverton Cordeiro:
Assessing Explainable Recommendations from Knowledge Graph-based in an International Streaming Platform. 213-220
Session: Web, Markup Languages and IoT
- Talita E. A. Alves, Paulo H. L. Rettore, Bruno P. Santos:
A Mobility Model of The Internet of Things. 221-229 - Marcelo C. Nunes, Carina F. Dorneles:
EDREW - Enhanced Data Representation for Extraction in Web. 230-237 - Demetrio Gomes Mestre, Thiago Pereira da Nóbrega, Tiago Brasileiro Araújo, Andreza Raquel Monteiro de Queiroz, Veruska Borges Santos, Carlos Eduardo Santos Pires:
Efficient Map-Matching Parallelization over Bus Trajectories Using Spark. 238-245 - Marcelo Marques da Rocha, Débora Christina Muchaluat-Saade:
Embodied Voice Assistant Markup Language. 246-254 - Francisco A. Almada Gomes, Pamella Soares, Allysson Allex Araújo:
Examining the Performance Implications of Design Patterns in Front-end Web Development: A Preliminar Comparative Study with React and Vue.js: A Preliminar Comparative Study with React and Vue.js. 255-259 - Pedro Henrique Brunoro Hoppe, Vítor Estêvão Silva Souza:
Support for Single Page Application Frameworks on FrameWeb. 260-268
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