Federico Montori
Department of Computer Science and Engineering, University of Bologna
Research interests
- Mobile Crowdsensing
- IoT Data Analytics
- Context-Aware Computing
- IoT Automation
Short bio
Federico Montori is an Associate Professor with the University of Bologna, Italy, where he also obtained his Ph.D. in Computer Science and Engineering in 2019. He received the B.S. and the M.S. in Computer Science, both summa cum laude, from the University of Bologna in 2012 and 2015 respectively.
He has been a visiting researcher at Swinburne University of Technology, Australia, and Luleå Tekniska Universitet, Sweden. He participated in several EU projects and has been Work Package leader for the H2020 Project Arrowhead Tools.
His primary research interests include Internet of Things, Mobile CrowdSensing (MCS), context-aware computing, IoT automation and data analysis for IoT scenarios.
Publications
2026journal A navigation framework for bicycle riders based on environmental and contextual factors
Pervasive and Mobile Computing
2026journal Pioneering the Hybridization of Federated Learning in Human Activity Recognition
2025conference A Location-Aware WebAssembly-Based Software Update Framework for IoT End Devices
Consumer Communications and Networking Conference
2025journal IEEE internet of things journal
2025conference Extreme edge sensing-as-a-service: Bridging containerization for iot end devices
IEEE Conference on Computer Communications
2025conference Internet of Things Dataset for Human Operator Activity Recognition in Industrial Environment
International Conference on Information and Knowledge Management
2025conference Simulating Realistic User Mobility for Mobile Crowdsensing Using TACSim: A Performance Study
International Conference on Smart Computing
2025conference SOCIALTRUSTR: Blockchain Solution for the Traceability and Validity of Online Content Dissemination
International Conference on Blockchain
2025conference 2025 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)
2025journal ZONIA: a zero-trust oracle system for blockchain IoT applications
IEEE Internet of Things Journal
2024conference An mcs navigation system based on road surface quality for bicycle riders
International Conference on Smart Computing
2024journal Cache-it: A distributed architecture for proactive edge caching in heterogeneous iot scenarios
Ad Hoc Networks
2024conference Comparison of Commercial Pedometer Applications: A Rigorous Approach
International Conference on Smart Computing
2024journal Dynamic execution of engineering processes in cyber-physical systems of systems toolchains
IEEE Transactions on Automation Science and Engineering
2024journal Edge human activity recognition using federated learning on constrained devices
Pervasive and Mobile Computing
2024conference Inferring the Urban Noise Pollution with Sparse Data through Crowdsensing
2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2024conference On the decentralization of mobile crowdsensing in distributed ledgers: an architectural vision
Consumer Communications and Networking Conference
2024conference Raising Awareness for Inertial Sensors-based Keylogging on Smartphones
Conference on Information Technology for Social Good
2024journal Relativistic digital twin: Bringing the IoT to the future
Future Generation Computer Systems
2023journal A decentralized oracle architecture for a blockchain-based iot global market
IEEE Communications Magazine
2023conference A Joint Evaluation Methodology for Service Quality and User Privacy in Location Based Systems
Conference on Information Technology for Social Good
2023journal IEEE Internet of Things Journal
2023journal IEEE Access
2023conference Design and development of a mobile dapp for mobile crowdsensing over evm-enabled blockchains
International Conference on Blockchain and Trustworthy Systems
2023conference Designing a hybrid push-pull architecture for mobile crowdsensing using the web of things
International Conference on Smart Computing
2023journal Joint privacy and data quality aware reward in opportunistic Mobile Crowdsensing systems
Journal of Network and Computer Applications
2023conference Optimizing IoT-based human activity recognition on extreme edge devices
International Conference on Smart Computing
2023journal Privacy preservation for spatio-temporal data in mobile crowdsensing scenarios
Pervasive and Mobile Computing
2023conference Texting and Driving Recognition leveraging the Front Camera of Smartphones
Consumer Communications and Networking Conference
2023journal Towards marketing 4.0: Vision and survey on the role of IoT and data science
Societies
2023journal 2022journal 6G to take the digital divide by storm: Key technologies and trends to bridge the gap
Future Internet
2022conference A hierarchical architectural model for iot end-user service composition
Consumer Communications and Networking Conference
2022journal IEEE access
2022conference Artifact: C3PO-converter of open API specification to WoT objects
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2022conference Blockchain and web of things for structural health monitoring applications: A proof of concept
Consumer Communications and Networking Conference
2022journal Digital twin collaborative platforms: Applications to humans-in-the-loop crafting of urban areas
IEEE Consumer Electronics Magazine
2022journal IoT edge caching: taxonomy, use cases and perspectives
IEEE Internet of Things Magazine
2022journal Industrial Cyber-Physical Systems
2022journal LA-MQTT: Location-aware Publish-subscribe Communications for the Internet of Things
ACM Transactions on Internet of Things
2022journal Location contact tracing: Penetration, privacy, position, and performance
Digital Government: Research and Practice
2022journal Pedometers for Smartphones: Analysis and Comparison of Real-Time Algorithms
World Forum on Internet of Things
2022conference Seamless integration of RESTful web services with the web of things
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2022conference Wotwins: Automatic digital twin generator for the web of things
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks
2021conference A toolchain architecture for condition monitoring using the eclipse arrowhead framework
Annual Conference of the IEEE Industrial Electronics Society
2021journal INFORM: a tool for classification and semantic annotation of IoT datastreams
World Forum on Internet of Things
2021conference Iot end-user service composition via a visual programming interface
International Conference on Smart Computing
2021conference Modeling an industrial revolution: How to manage large-scale, complex iot ecosystems?
IFIP/IEEE Symposium on Integrated Network Management
2021conference Two-way integration of service-oriented systems-of-systems with the web of things
Annual Conference of the IEEE Industrial Electronics Society
2020conference A privacy preserving framework for rewarding users in opportunistic mobile crowdsensing
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
2020conference Delivering iot smart services through collective awareness, mobile crowdsensing and open data
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
2020journal Discovering web things as services within the arrowhead framework
Industrial Cyber-Physical Systems
2020conference International Conference on Smart Computing
2020journal Performance evaluation of hybrid crowdsensing systems with stateful CrowdSenSim 2.0 simulator
Computer Communications
2020conference Toolchain modeling: Comprehensive engineering plans for industry 4.0
PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY
2019conference An industrial IoT solution for evaluating workers' performance via activity recognition
IEEE International Conference on Distributed Computing Systems
2019conference An interoperable tool-chain for energy monitoring applications
AEIT International Annual Conference
2019conference Crowdsensim 2.0: A stateful simulation platform for mobile crowdsensing in smart cities
International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems
2018journal An Explorative Study on Application of System of Systems for Implementing Digital Twins
2018journal Classification and annotation of open internet of things datastreams
WISE
2018conference Dual-mode wake-up nodes for iot monitoring applications: Measurements and algorithms
2018 IEEE International Conference on Communications (ICC)
2018journal Joint coverage, connectivity, and charging strategies for distributed UAV networks
IEEE Transactions on Robotics
2018journal Pervasive and Mobile Computing
2018journal Pervasive and Mobile Computing
2017journal A collaborative internet of things architecture for smart cities and environmental monitoring
IEEE Internet of Things Journal
2017conference Achieving IoT interoperability through a service oriented in-home appliance
Global Communications Conference
2017journal Application system design: Complex systems management and automation
2017conference Automotive communications in LTE: A simulation-based performance study
IEEE Vehicular Technology Conference
2017journal Distributed data collection control in opportunistic mobile crowdsensing
SmartObjects@MobiCom
2017journal Is WiFi suitable for energy efficient IoT deployments? A performance study
International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow
2016journal International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow
2016journal JOURNAL OF ENGINEERING SCIENCES AND INNOVATION
2016conference Electro mobility automation through the arrowhead framework
Annual Conference of the IEEE Industrial Electronics Society
2016journal On the integration of heterogeneous data sources for the collaborative Internet of Things
International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow
2016journal SenSquare: A mobile crowdsensing architecture for smart cities
World Forum on Internet of Things
2016conference Smart energy services integrated within the arrowhead communication framework
International Symposium on Power Electronics, Electrical Drives, Automation and Motion
2015journal IEEE Access
2013conference An interoperable architecture for mobile smart services over the internet of energy
IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks