| ST1 – Natural Language Processing and Deep Learning | ||
| 3a-feira (24/10), das 8:30 às 10:30 – Local: Auditório | ||
| Chair Julio C. S. Reis | ||
| 8:30-8:55 | CluSent – Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts | Felipe Viegas (UFMG), Sergio Canuto (IFG), Washington Cunha (UFMG), Celso França (UFMG), Claudio Valiense (UFMG), Leonardo Rocha (UFSJ), Marcos André Gonçalves (UFMG) |
| 8:55-9:20 | Unfairness in Machine Learning for Web Systems Applications | Diego Minatel (USP), Nícolas Roque dos Santos (USP), Angelo Cesar Mendes da Silva (USP), Mariana Cúri (USP), Ricardo Marcondes Marcacini (USP), Alneu de Andrade Lopes (USP) |
| 9:20-9:45 | On the Use of Early Fusion Operators on Heterogeneous Graph Neural Networks for One-Class Learning | Marcos Paulo Silva Gôlo (USP), Marcelo Isaias de Moraes Junior (USP), Rudinei Goularte (USP), Ricardo Marcondes Marcacini (USP) |
| 9:45-10:00 | A Contextualized Embeddings-based Method to Detect Suicide Ideations in Texts | Wallace da Silva Coelho Valadão (IME), Eric Rodrigues da Silva (IME), Paulo Márcio Souza Freire (IME), Ronaldo Ribeiro Goldschmidt (IME) |
| ST2 – Human Activity Recognition and Context Awareness | ||
| 3a-feira (24/10), das 8:30 às 10:30. Local: Anfiteatro | ||
| Chair Celso A. Saibel Santos | ||
| 8:30-8:55 | Ensembles to Detect Fake News – An Approach Based on Specialized Classifiers | Patrick Antunes dos Santos (IME), Paulo Márcio Souza Freire (IME), Ronaldo Ribeiro Goldschmidt (IME) |
| 8:55-9:20 | Detecção Automática de Emoções no Aprendizado de Algoritmos | Paulo Victor Borges (UFMA), Djefferson Maranhão (UFMA), Carlos de Salles Soares Neto (UFMA) |
| 9:20-9:45 | eXplainable Artificial Intelligence in sentiment analysis of posts about Covid-19 vaccination on Twitter | Juliana da Costa Feitosa (UNESP), Luiz Felipe de Camargo (UNESP), Eloisa Bonatti (UNESP), Giovanna Simioni (UNESP), José Remo Ferreira Brega (UNESP) |
| 9:45-10:00 | An accurate real-time method to detect the smile facial expression | Leandro Persona (USP), Fernando Meloni (USP), Alessandra Alaniz Macedo (USP) |
| ST3 – Web Engineering and IoT and Topic Modeling | ||
| 3a-feira (24/10), das 14:00 às 16:00. Local: Anfiteatro | ||
| Chair Marcelo Manzato | ||
| 14:00-14:25 | Support for Single Page Application Frameworks on FrameWeb | Pedro Henrique Brunoro Hoppe (UFES), Vítor Estêvão Silva Souza (UFES) |
| 14:25-14:50 | EDREW – Enhanced Data Representation for Extraction in Web | Marcelo C. Nunes (UFSC), Carina F. Dorneles (UFSC) |
| 14:50-15:15 | Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling | Antônio Pereira (UFSJ), Felipe Viegas (UFMG), Marcos André Gonçalves (UFMG), Leonardo Rocha (UFSJ) |
| 15:15-15:30 | DBVinci – towards the usage of GPT engine for processing SQL Queries | Vanessa Câmara (Sidia R\&D Institute0), Rayol Mendonca-Neto (Sidia R\&D Institute), André Silva (Sidia R\&D Institute), Luiz Cordovil-Jr (Sidia R\&D Institute) |
| ST4 – Titulo: Online Social Networks and Misinformation | ||
| 4a-feira (25/10), das 8:30 às 10:30. Local: Anfiteatro | ||
| Chair Thiago H Silva | ||
| 8:30-8:55 | Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer | Bruno Rocha Gomes (PUC-Rio), Antonio J. G. Busson (BTG Pactual), José Boaro (PUC-Rio), Sérgio Colcher (PUC-Rio) |
| 8:55-9:20 | IARA – An Architectural Model to Assist the Development of Advising Bots for Misinformation Detection | Macaio Cacabro (UFC), Wellington Franco (UFC), José Maria Monteiro (UFC)Javam Machado (UFC) |
| 9:20-9:45 | Helping Fact-Checkers Identify Fake News Stories Shared through Images on WhatsApp | Julio C. S. Reis (UFV), Philipe Melo (UFV), Fabiano Belém (UFMG), Fabricio Murai (WPI, USA), Jussara M. Almeida (UFMG), Fabricio Benevenuto (UFMG) |
| 9:45-10:10 | Thirteen Years of WebMedia (2010 to 2022) – A Comprehensive Descriptive and Meta-Scientific Analysis | Luiz Paulo Carvalho (UFRJ), Silas Lima Filho (UFRJ), Michele A. Brandão (IFMG), Mônica Ferreira da Silva (UFRJ), Jonice Oliveira (UFRJ), Maria da Graça Pimentel (USP) |
| ST5 – Web Engineering and IoT | ||
| 4a-feira (25/10), das 14:00 às 16:00. Local: Anfiteatro | ||
| Chair Vinicius Mota | ||
| 14:00-14:25 | EyePursuitLinks – an Eye-pursuit Based Interface for Web Browsing Using Smart Targets | Alex Torquato Souza Carneiro (USP), Candy Veronica Tenorio Gonzales (USP), Carlos Hitoshi Morimoto (USP) |
| 14:25-14:50 | A Mobility Model of The Internet of Things | Talita E. A. Alves (UFBA), Paulo H. L. Rettore (Fraunhofer FKIE, Germany), Bruno P. Santos (UFBA) |
| 14:50-15:15 | Efficient Map-Matching Parallelization over Bus Trajectories Using Spark | Demetrio Gomes Mestre (UEPB), Thiago Pereira Nóbrega (UEPB), Tiago Brasileiro Araújo (IFPB), Andreza Raquel Queiroz (UFCG), Veruska Borges Santos (UFCG), Carlos Eduardo Santos Pires (UFCG) |
| 15:15-15:30 | Examining the Performance Implications of Design Patterns in Front-end Web Development: A Preliminar Comparative Study with React and Vue.js | Francisco Gomes (UFC), Pamella Soares (UECE), Allysson Allex Araújo (UFCA) |
| ST6 – Accessibility and Digital Health | ||
| 5a-feira (26/10), das 8:30 às 10:30. Local: Anfiteatro | ||
| Chair Maria da Graça C. Pimentel | ||
| 8:30-8:55 | Applied Explainable Artificial Intelligence (XAI) in the classification of retinal images for support in the diagnosis of Glaucoma | Cleverson Marques Vieira (UFSJ), Marcus Vinícius de Castro Oliveira (UFSJ), Marcelo de Paiva Guimarães (USP), Leonardo Rocha (UFSJ), Diego Roberto Colombo Dias (UFSJ) |
| 8:55-9:20 | Guidelines for conducting biofeedback-enhanced QoE studies in mulsemedia-enhanced virtual reality | Aleph Silveira (UFES), Roope Raisamo (Tampere University, Finland), Fotios Spyridonis (Brunel University London, UK), Alexandra Covaci (University of Kent, UK), George Ghinea (Brunel University London, UK), Celso A. S. Santos (UFES) |
| 9:20-9:45 | Dashboards para o apoio à reabilitação em orientação e mobilidade de pessoas com deficiência visual | José M. L. Moraes Júnior (UFC), Phyllipe do Carmo F. (UFC), Maria da C. Carneiro Araújo (UFC), Bernardo Costa (Cefet/RJ), Myrna Amorim (Cefet/RJ), Agebson Rocha Façanha (IFCE), Joel dos Santos (Cefet/RJ), Windson Viana (UFC) |
| 9:45-10:00 | Early accessibility testing: an automated kit for Android developers | Anderson Canale Garcia (US)), Silvana Maria Affonso de Lara (IFSP), Lianna Mara Castro Duarte (UESPI), Renata Pontin de Mattos Fortes (USP), Kamila Rios da Hora Rodrigues (USP) |
| ST7 – Recommender Systems | ||
| 5a-feira (26/10), das 8:30 às 10:30. Local: Auditório | ||
| Chair: Carlos Ferraz | ||
| 8:30-8:55 | A Survey on Review-Aware Recommendation Systems | Guilherme Bittencourt (UFSJ), Guilherme Fonseca (UFSJ), Yan Andrade (UFSJ), Nícollas Silva (UFMG), Leonardo Rocha (UFSJ) |
| 8:55-9:20 | Assessing Explainable Recommendations from Knowledge Graph-based in an International Streaming Platform | Claudia Suarez Mariscal (UFRGS), Bruno Santana Massena de Lima (UFRGS), Renata Galante (UFRGS), Weverton Cordeiro (UFRGS) |
| 9:20-9:45 | A User Study on Explanations with Different Levels of Detail in Recommender Systems | Luan Soares de Souza (USP), Marcelo Garcia Manzato (USP) |
| 9:45-10:00 | A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems | Yan Andrade (UFSJ), Nícollas Silva (UFMG), Thiago Silva (UFSJ), Adriano Pereira (UFMG), Diego Dias (UFSJ), Elisa T. Albergaria (UFSJ), Leonardo Rocha (UFSJ) |
| 10:00-10:15 | Smart Notifications – An ML-based Framework to Boost User Engagement | Victor M. Magalhães Pinto (iFood), Leonardo M. Murtha Oliveira (iFood), Ysabelle Pinheiro de Sousa (iFood), Stefania L. Danyi (iFood), Dimas S. Lima (iFood) |
| ST8 – Media Coding and Annotation and Content Characterization | ||
| 6a-feira (27/10), das 9:00 às 10:30. Local: Auditório | ||
| Chair Dimas Lima | ||
| 9:00-9:25 | WSI2ML – An Open-Source Whole Slide Image Annotation Software for Machine Learning Applications | Luan V. C. Martins (USP), Adriana Passos Bueno (CIPE/A.C. Camargo Cancer Center), Alexandre Defelicibus (CIPE/A.C. Camargo Cancer Center), Rodrigo D. Drummond (CIPE/A.C. Camargo Cancer Center), Renan Valieris (CIPE/A.C. Camargo Cancer Center), Yu-tao Zhu (China Branch of BRICS Institute of Future Networks), Israel Tojal da Silva (CIPE/A.C. Camargo Cancer Center), Liang Zhao (USP) |
| 9:25-9:50 | Embodied Voice Assistant Markup Language | Marcelo Marques da Rocha (UFF), Débora Christina Muchaluat Saade (UFF) |
| 9:50-10:15 | Improving Multi-Domain Learning by Balancing Batches With Domain Information | Alexandre Thurow Bender (UFPel), Emillyn Mellyne Gobetti Souza (UFPel), Ihan Belmonte Bender (UFPel), Ulisses Brisolara Corrêa (UFPel), Ricardo Matsumura Araujo (UFPel) |
| ST9 – Media Coding and Annotation | ||
| 6a-feira (27/10), das 10:45 às 12:00. Local: Auditório | ||
| Chair Rudinei Goularte | ||
| 10:45-11:10 | A Machine Learning-Based Solution to Accelerate the Intra Mode Decision for the VVC Standard | Adson Duarte (UFPel), Anna Oliveira (UFPel), Bruno Zatt (UFPel), Guilherme Correa (UFPel), Daniel Palomino (UFPel) |
| 11:10-11:35 | Sumarização de Vídeos Educacionais com redes Transformers | Leandro Massetti Ribeiro Oliveira (UFMA), Li Chang Shuen (UFMA), Allan Kássio Beckman Soares da Cruz (UFMA), Carlos de Salles Soares Neto (UFMA) |