Federica Mandreoli

Federica Mandreoli is a Full Professor at the Department of Physical, Computer and Mathematical Sciences, University of Modena and Reggio Emilia. She specializes in databases, big data analytics, and information management, with a focus on non-traditional data structures and advanced data processing techniques.

• Teaches Databases, Big Data Analytics, and Information Management courses
• Office: Via Campi, 213/A (former Mathematics campus)
• Available for student reception on Tuesdays (2:30-4:00 pm) or by appointment

Her research spans database design, NoSQL systems, full-text processing, graph analytics, and web ranking models like PageRank. She emphasizes practical applications through lab work and projects, integrating theoretical knowledge with hands-on implementation skills in languages like Python and SQL.

Notable course components include:

• Big Data architectures (Hadoop, Spark)
• Text analytics with NLTK and Spacy
• Graph databases (Neo4j) and query languages (Cypher)
• Information retrieval models (Boolean, vector, probabilistic)

Contact: federica.mandreoli@unimore.it | Office code: MO-18-02-005 | ORCID: 0000-0002-8043-8787