• openAccess   Defining Dynamic Indicators for Social Network Analysis: A Case Study in the Automotive Domain using Twiter 

      Lanza Cruz, Indira Lázara; Berlanga Llavori, Rafael SciTePress (2018-09-18)
      In this paper we present a framework based on Linked Open Data Infrastructures to perform analysis tasks in social networks based on dynamically defined indicators. Based on the typical stages of business intelligence ...
    • openAccess   Designing Chest X-ray Datasets for Improving Lung Nodules Detection through Convolutional Neural Networks 

      Aceñero Eixarch, Raúl Pedro; Díaz-Usechi Laplaza, Raúl; Berlanga Llavori, Rafael IOS Press (2021)
      In this paper, we propose a method for building alternative training datasets for lung nodule detection from plain chest X-ray images. Our aim is to improve the classification quality of a state-of-the-art CNN by just ...
    • openAccess   Dynamic SLOD-BI: Infraestructura Dinamica de Inteligencia de Negocio Social 

      Berlanga Llavori, Rafael; Aramburu Cabo, María José; Lanza Cruz, Indira Lázara; Llidó Escrivá, Dolores María; Museros, Lledó; Sanz, Ismael SISTEDES (Sociedad de Ingeniería del Software y Tecnologías de Desarrollo de Software) (2018-09-17)
      Este proyecto plantea nuevas perspectivas de analisis y nuevasextensiones en la funcionalidad de la infraestructura de datos desarrolladaen el proyecto SLOD-BI (Social Linked Open Data for BusinessIntelligence). SLOD-BI ...
    • openAccess   Learning Cognitive-Affective Digital Twins from Social Networks 

      Navarro, Andrea; Berlanga Llavori, Rafael; Museros, Lledó IOS Press (2021-10)
      This paper presents an ongoing project about the implementation of digital twins (DT) for simulating cognitive-affective behaviours in social networks. Our approach relies on a pure data-driven solution, which takes ...
    • openAccess   On the Problem of Automatically Aligning Indicators to SDGs 

      Soriano, Mario; Berlanga Llavori, Rafael; Lanza Cruz, Indira Lázara Springer Nature (2023-10-21)
      In this paper we present a first approach to the application of transformer-based language models to the automatic alignment to sustainable development goals (SDGs). This task is quite relevant for the development of new ...
    • openAccess   Quality management in social business intelligence projects 

      Aramburu Cabo, María José; Berlanga Llavori, Rafael; Lanza Cruz, Indira Lázara SciTePress Science and Technology Publications (2021)
      Social networks have become a new source of useful information for companies. Increasing the value of social data requires, first, assessing and improving the quality of the relevant data and, subsequently, developing ...
    • openAccess   Safe and Economic Re-Use of Ontologies: A Logic-Based Methodology and Tool Support 

      Jiménez Ruiz, Ernesto; Cuenca Grau, Bernardo; Sattler, Ulrike; Schneider, Thomas; Berlanga Llavori, Rafael Springer Verlag (2008)
      Driven by application requirements and using well-understood theoretical results, we describe a novel methodology and a tool for modular ontology design. We support the user in the safe use of imported symbols and in the ...
    • openAccess   Towards Semantic Digital Twins for Social Networks 

      Berlanga Llavori, Rafael; Museros, Lledó; Llidó Escrivá, Dolores María; Sanz, Ismael; Aramburu Cabo, María José CEUR Workshop Proceedings (2021-09-03)
      This position paper proposes a platform for the creation of digital twins for social networks as semantic digital twins for people. These are mainly aimed at simulating human behavior from a cognitive point of view. The ...