Mida, Grupo de Investigación en Minería de Datos

Artículos

	Ospina Bohórquez, A., Gil, A. B., Moreno, M.N., De Luis, A., "Context-Aware Music Recommender System Based on Automatic Detection of the User’s Physical Activity". Distributed Computing and Artificial Intelligence, 17th International Conference. Advances in Intelliget Systems and Computing., 1237, pp. 142-151, 2021.
	Miguel, S., "The Heuristic of Directional Qualitative Semantic: A New Heuristic for Making Decisions about Spinning with Qualitative Reasoning". Robotics, 10(1), pp. 17-, 2021.
	Dang, C., Moreno, M.N., Prieta, F., "Using hybrid deep learning models of sentiment analysis and item genres in recommender systems for streaming services". electronics, 10, pp. 2459-, 2021. ( Últimos índices de impacto: 2.397 [2020] )
	Lozano Murciego, A., Jiménez-Bravo, D.M., Valera, A., Paz, J.F., Moreno, M.N., "Context-Aware Recommender Systems in the Music Domain: A Systematic Literature Review". Electronics, 10, pp. 1555-, 2021. ( Últimos índices de impacto: 2.397 [2020] )
	Dang, C., Moreno, M.N., Prieta, F., "Hybrid Deep Learning Models for Sentiment Analysis". Complexity, 2021, pp. 9986920-, 2021. ( Últimos índices de impacto: 2.833 [2020] )
	Kraiem, M.S., Sánchez-Hernández, F., Moreno, M.N., "Selecting the Suitable Resampling Strategy for Imbalanced Data Classification Regarding Dataset Properties". Applied Sciences, 11, pp. 8546-, 2021. ( Últimos índices de impacto: 2.679 [2020] )
	Dang, C., Moreno, M.N., Prieta, F., "An Approach to Integrating Sentiment Analysis into Recommender Systems". Sensors, 21, pp. 5666-, 2021. ( Últimos índices de impacto: 3.576 [2021] )
	Sanchez-Moreno, D., Lozano Murciego, A., López, V., Muñoz, M.D., Moreno, M.N., "Dynamic inference of user context through social tag embedding for music recommendation". arXiv, 2109, pp. 11231-, 2021.
	Miguel, S., Llinás, R.R., "Broadening the definition of a nervous system to better understand the evolution of plants and animals". Plant Signaling & Behavior, 10, pp. 192756-, 2021. ( Últimos índices de impacto: 2.247 [2020] )

Libros

Moreno, M.N., "Information Retrieval and Social Media Mining". MDPI, 2021.

Documentos técnicos

Capítulos

Proyectos de Final de Carrera

Tesis

Cach Dang, "An adaptive hybrid deep learning architecture for sentiment analysis-based recommendations on social networks". Facultad de Ciencias, Universidad de Salamanca. Año 2021 Directores: María N. Moreno García , Fernando de la Prieta Pintado
Araceli Rodríguez Vico, "Código ictus en Salamanca: Atlas clínico descriptivo y con minería de datos". Año 2021 Directores: Fernando Sánchez Hernández , María N. Moreno García , M. Begoña García Cenador

Trabajos de Grado

Trabajos Fin de Máster

Sistemas de recomendación para servicios de streaming basados en el análisis de datos de medios sociales mediante técnicas de machine learning

The 1st International Electronic Conference on Information (IECI 2021)

The 1st International Electronic Conference on Information (IECI2021)is designed to bring together researchers working in the field to present and discuss their recent contributions without needing to leave the comfort of their home. Attending and participating in this online conference is free of charge.

Information has always been pervasive and omnipresent, but only recently has information become visible and people better understood its importance. As a result, the study of information only started in the 20th century, and researchers have suggested numerous concepts of information and created many theories of information, such as syntactic information theory, statistical information theory, semantic information theory, algorithmic information theory, and economic information theory, to name but a few. This diversity of information theories and concepts of information was unified by the general theory of information, which explained the essence of information, encompassed all other information theories, revealed physical and mental counterparts of information, and provided scientific explanations to many information mysteries.

In addition, the information approach has been exploited in many areas, such as physics, biology, and sociology.

We sincerely welcome you to take part in this conference, exchange and share ideas and experiences, discuss the latest developments, and identify future trends for information theory, information technology and applications as we continue to move forward.

We will make every effort to facilitate interaction and the exchange of ideas during the conference period. All presenters will have two options in the conference participation: either to prepare a poster or video of your presentation, which will be uploaded onto the conference platform in advance, for viewing by others during the conference period. We will announce further details of the technological requirements and schedule in due course.

The conference will consist of three sessions, which reflect the interdisciplinary nature of information and its applications:

Session A: Information Systems and Applications
Session B: Information Processes and Artificial Intelligence
Session C: Information Theory and Communications Technology

Tipo: Congreso

Lugar: online

Fecha de Inicio: 1/12/2021

Fecha de Finalización: 15/12/2021

Organizadores: María N. Moreno García

http://https://sciforum.net/event/IECI2021

Sobre el Grupo

Trabajos

Investigación