Information Management and Big Data
Information Management and Big Data
12th Annual International Conference, SIMBig 2025, Lima, Peru, October 29-31, 2025, Proceedings
Zilberman, Jack; Paz Espinoza, Freddy Alberto; Lossio-Ventura, Juan Antonio; Alatrista-Salas, Hugo; Medina Rodriguez, Rosario
Springer Nature Switzerland AG
04/2026
545
Mole
Inglês
9783032203212
Pré-lançamento - envio 15 a 20 dias após a sua edição
.- ASSIST: A Multi-Agentic Framework for Human-Computer Inter action in Cultural Heritage Settings.
.- Geometric goodness-of-fit measure for interval-valued data.
.- Multi-Objective Optimization for Strategic Shelter Placement: Case Study of Lima's Earthquake Preparedness.
.- Solving the Qubit Transmission Problem with Biologically Inspired Neural Networks and Reinforcement Learning.
.- Horoyah: A Knowledge Graph-based Framework for Election Mon itoring in Low and Middle-Income Countries.
.- Semantic Similarity Analysis of Theses Using Sentence Embeddings and Knowledge Graphs.
.- Measuring Healthcare Accessibility through Clustering Techniques and Multi-Layer Network Analysis.
.- Intelligent query system for consumer protection regulations in Per?u using hierarchical vector databases.
.- Faithfulness and Relevance in Stable Normative Domains: A Com parative Analysis of CAG vs. RAG.
.- BERT-Based Approach for Quechua Dialect Identification.
.- Quechua Speech Synthesizers.
.- Quechua Speech Datasets in Common Voice: The Case of Puno Quechua.
.- Detecting explicit content in Spotify song lyrics using natural lan guage processing techniques.
.- Spam Detection in YouTube Comments Using a Multinomial Naive Bayes Classifier.
.- Prompt Engineering in Spanish for Improving Sexism Detection in Tweets.
.- Beyond Benchmark Accuracy: Evaluation of Ab Initio miRNA De tection Models with Genomic Screening Consideration.
.- Drug repurposing for rare diseases: A novel knowledge graph ex plainable approach to identify drug candidates.
.- Computational Prediction of Intracellular Signaling Behavior via
Machine Learning.
.- MeSH Concept Relevance and Knowledge Evolution: A Data-driven Perspective.
.- Fine-Tuning of Small Language Models for Ecological Monitoring: A Comparative Analysis Based on Perplexity.
.- A Variance-Invariance Approach to Better Word Embeddings.
.- Multimodal Sign Language Model.
.- Implementation of Intelligent User Interfaces and Their Impact on Software Quality: A Systematic Mapping Study.
.- Semantic search for financial products using embeddings and pgvec tor.
.- Automatic Debate Generation for Spanish Educational Podcasts using LLMs.
.- When One Size Doesn't Fit All: A Study on Intrinsic Iterative Self Correction in LLMs for Hallucination Control.
.- Clustering Spatiotemporal Patterns of Infrastructure Investment in Ecuador: A Cantonal-Level Analysis (2008-2022).
.- Where Is the Research Heading? A Text Mining Analysis of Inter national Business Publications in Per.
.- Clustering Analysis of Student Satisfaction-Performance Relation ships in Higher Education Using Large-Scale Educational Data.
.- Predictive Airfare Analysis Based on Machine Learning Models.
.- Mobile App for Detecting Work-Related Stress Using Acoustic Biomarkers and Machine Learning.
.- Evaluation of machine learning algorithms to estimate the preva lence of anemia in children at the district level in Peru.
.- Socioeconomic Factors Associated with Depression in Peru: A Ma chine Learning-Based Study Using ENDES 2016-2023.
.- Conjecture extraction for proof autoformalization.
.- Counting Avocados in Orchard Videos Using a YOLO and BoT SORT-Based Architecture.
.- Guidelines for Designing Mobile Applications for Comprehensive Support of Stomach Cancer Patients in Lima: Medical and Spiri tual Assistance.
.- ASSIST: A Multi-Agentic Framework for Human-Computer Inter action in Cultural Heritage Settings.
.- Geometric goodness-of-fit measure for interval-valued data.
.- Multi-Objective Optimization for Strategic Shelter Placement: Case Study of Lima's Earthquake Preparedness.
.- Solving the Qubit Transmission Problem with Biologically Inspired Neural Networks and Reinforcement Learning.
.- Horoyah: A Knowledge Graph-based Framework for Election Mon itoring in Low and Middle-Income Countries.
.- Semantic Similarity Analysis of Theses Using Sentence Embeddings and Knowledge Graphs.
.- Measuring Healthcare Accessibility through Clustering Techniques and Multi-Layer Network Analysis.
.- Intelligent query system for consumer protection regulations in Per?u using hierarchical vector databases.
.- Faithfulness and Relevance in Stable Normative Domains: A Com parative Analysis of CAG vs. RAG.
.- BERT-Based Approach for Quechua Dialect Identification.
.- Quechua Speech Synthesizers.
.- Quechua Speech Datasets in Common Voice: The Case of Puno Quechua.
.- Detecting explicit content in Spotify song lyrics using natural lan guage processing techniques.
.- Spam Detection in YouTube Comments Using a Multinomial Naive Bayes Classifier.
.- Prompt Engineering in Spanish for Improving Sexism Detection in Tweets.
.- Beyond Benchmark Accuracy: Evaluation of Ab Initio miRNA De tection Models with Genomic Screening Consideration.
.- Drug repurposing for rare diseases: A novel knowledge graph ex plainable approach to identify drug candidates.
.- Computational Prediction of Intracellular Signaling Behavior via
Machine Learning.
.- MeSH Concept Relevance and Knowledge Evolution: A Data-driven Perspective.
.- Fine-Tuning of Small Language Models for Ecological Monitoring: A Comparative Analysis Based on Perplexity.
.- A Variance-Invariance Approach to Better Word Embeddings.
.- Multimodal Sign Language Model.
.- Implementation of Intelligent User Interfaces and Their Impact on Software Quality: A Systematic Mapping Study.
.- Semantic search for financial products using embeddings and pgvec tor.
.- Automatic Debate Generation for Spanish Educational Podcasts using LLMs.
.- When One Size Doesn't Fit All: A Study on Intrinsic Iterative Self Correction in LLMs for Hallucination Control.
.- Clustering Spatiotemporal Patterns of Infrastructure Investment in Ecuador: A Cantonal-Level Analysis (2008-2022).
.- Where Is the Research Heading? A Text Mining Analysis of Inter national Business Publications in Per.
.- Clustering Analysis of Student Satisfaction-Performance Relation ships in Higher Education Using Large-Scale Educational Data.
.- Predictive Airfare Analysis Based on Machine Learning Models.
.- Mobile App for Detecting Work-Related Stress Using Acoustic Biomarkers and Machine Learning.
.- Evaluation of machine learning algorithms to estimate the preva lence of anemia in children at the district level in Peru.
.- Socioeconomic Factors Associated with Depression in Peru: A Ma chine Learning-Based Study Using ENDES 2016-2023.
.- Conjecture extraction for proof autoformalization.
.- Counting Avocados in Orchard Videos Using a YOLO and BoT SORT-Based Architecture.
.- Guidelines for Designing Mobile Applications for Comprehensive Support of Stomach Cancer Patients in Lima: Medical and Spiri tual Assistance.