Foto del docente

Matteo Golfarelli

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Director of Second Cycle Degree in Digital Transformation Management

Research

Keywords: Big Data Data warehouse Design process Data Mining Analytics Social business intelligence Opinion mining Preference queries What-if Analysis Precision Farminig Ontologies Machine Learning Trajectory data analysis

Business intelligence refers to technologies, applications and practices for the collection, integration, analysis, and presentation of business information aimed at helping decision makers to take decisions at best. The research activity in this field concerns design issues. The most relevant result obtained so far we report a complete design methodology centered on a conceptual model named Dimensional Fact Model (DFM). DFM is successfully adopted by several companies and designers. Currently, the research activity is devoted to the study of advanced techniques for querying data warehousing systems as for example preference queries.

Bioinformatics: is the application of information technology to the field of molecular biology. Bioinformatics entails the creation and advancement of databases, algorithms, computational and statistical techniques, and theory to solve formal and practical problems arising from the management and analysis of biological data.
The research activity in this field is devoted to the classification of proteins based on surface properties. Surface-based classification entails the adoption of proper pattern recognition and data mining techniques that allow recurrent surface patterns to be identified based on a detailed representation of the protein surface.

Data mining: he is studying algorithms and data structure for similarity search on multidimensional data. He is also involved in projects related to text mining and opinion minig



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