Mattia Campana

COMPUTER SCIENTIST . RESEARCHER . DEVELOPER

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A little about me.

I am Mattia Campana, a Research Scientist at the Institute for Informatics and Telematics of the National Research Council of Italy (IIT-CNR). I received my Ph.D. in Computer Engineering from the University of Pisa in collaboration with the IIT-CNR in 2019. My research activity is related to the study and application of Context-aware Recommender Systems to optimize the data dissemination and content discovery in Opportunistic Networks and to provide proactive services to mobile users.

My Curriculum Vitae (PDF version)

Research Interests

machine learning

Mobile Machine Learning

Study and optimization of Machine Learning and Deep Learning models for mobile devices.

mobile social networks

Recommender Systems

Context-aware mobile Recommender Systems for data selection and dissemination at the Edge of the Internet.

m-health

Mobile Health Systems

Diagnosis and tracking of both physical and mental diseases based on sensors available on mobile devices.

Education

2019

Ph.D. in Computer Engineering

I received my Ph.D. in Computer Engineering from the University of Pisa (Italy) in collaboration with the Institute for Informatics and Telematics of the National Research Council of Italy (IIT-CNR).
Thesis: Context-Aware Recommender Systems for Opportunistic Environments (English only)

2015

Master Degree in Computer Science

I received my Master Degree in Computer Science from the University of Milan (Italy) with the thesis: "Study and development of context reasoning algorithms for mobile devices." (Italian only)

2011

Bachelor Degree in Computer Science

I received my Bachelor Degree in Computer Science from the University of Milan (Italy) with the thesis: "Security analysis of the Android operating system." (Italian only)

Publications

  • ALL
  • JOURNALS
  • CONFERENCES

Misc

Internships, Academic Visits & Summer Schools



June-August 2018: Student Visitor at HKUST

During the summer period of 2018 I was visiting the System and Media Laboratory(SyMLab) at the Hong Kong University of Science and Technology (HKUST) to work with Dr. Dimitris Chatzopoulos and Prof. Pan Hui.

August 2017: ACM SIGCHI Summer School on Recommender Systems

I attended the ACM SIGCHI Summer School on Recommender Systems organized and hosted by the Faculty of Computer Science of the Free University of Bozen-Bolzano (Italy), in August 2017.



Presentations



June 2022: Aalto University, Espoo (Finland)

Presentation of the paper "L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphones Data." during the IEEE SMARTCOMP 2022 conference at the Aalto University, Espoo (Finland): on SlideShare.net

May 2019: Pisa (Italy)

Defense of my Ph.D. thesis "Context-Aware Recommender Systems for Opportunistic Environments" at the University of Pisa (Italy): on SlideShare.net

October 2017: Orlando, Florida (USA)

Presentation of the paper "Context-Aware Configuration and Management of WiFi Direct Groups for Real Opportunistic Networks" during the IEEE MASS 2017 conference in Orlando, Florida (USA): on SlideShare.net

October 2017: Pisa (Italy)

My speech about the Internet of People (IoP) during the Internet Festival 2017 event in Pisa (Italy): on SlideShare.net



Projects



Software



ContextKit: a sensing framework designed to perform large-scale sensing experiments with mobile devices. It simplify the data collection from several sensors (both physical and virtual) to characterize the user context.



Institutional and European projects in which I am involved:

Get in touch

+39 050 315 8267

Via G. Moruzzi, 1
56121 Pisa, Italy