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  1. Article

    Open Access

    A Teleological Approach to Information Systems Design

    In recent years, the design and production of information systems have seen significant growth. However, these information artefacts often exhibit characteristics that compromise their reliability. This issue app...

    Mattia Fumagalli, Roberta Ferrario, Giancarlo Guizzardi in Minds and Machines (2024)

  2. Article

    Open Access

    Mitochondrial metabolism sustains CD8+ T cell migration for an efficient infiltration into solid tumors

    The ability of CD8+ T cells to infiltrate solid tumors and reach cancer cells is associated with improved patient survival and responses to immunotherapy. Thus, identifying the factors controlling T cell migratio...

    Luca Simula, Mattia Fumagalli, Lene Vimeux, Irena Rajnpreht in Nature Communications (2024)

  3. Article

    Open Access

    Ontology-based security modeling in ArchiMate

    Enterprise Risk Management involves the process of identification, evaluation, treatment, and communication regarding risks throughout the enterprise. To support the tasks associated with this process, several...

    Ítalo Oliveira, Tiago Prince Sales, João Paulo A. Almeida in Software and Systems Modeling (2024)

  4. No Access

    Chapter and Conference Paper

    On the Semantics of Risk Propagation

    Risk propagation encompasses a plethora of techniques for analyzing how risk “spreads” in a given system. Albeit commonly used in technical literature, the very notion of risk propagation turns out to be a concep...

    Mattia Fumagalli, Gal Engelberg in Research Challenges in Information Science… (2023)

  5. No Access

    Chapter and Conference Paper

    Popularity Driven Data Integration

    More and more, with the growing focus on large scale analytics, we are confronted with the need of integrating data from multiple sources. The problem is that these data are impossible to reuse as-is. The net res...

    Fausto Giunchiglia, Simone Bocca, Mattia Fumagalli in Knowledge Graphs and Semantic Web (2022)

  6. No Access

    Chapter and Conference Paper

    Pattern Discovery in Conceptual Models Using Frequent Itemset Mining

    Patterns are recurrent structures that provide key insights for Conceptual Modeling. Typically, patterns emerge from the repeated modeling practice in a given field. However, their discovery, if performed manu...

    Mattia Fumagalli, Tiago Prince Sales, Giancarlo Guizzardi in Conceptual Modeling (2022)

  7. No Access

    Chapter and Conference Paper

    Ontological Analysis and Redesign of Security Modeling in ArchiMate

    Enterprise Risk Management and security have become a fundamental part of Enterprise Architecture, so several frameworks and modeling languages have been designed to support the activities associated with thes...

    Ítalo Oliveira, Tiago Prince Sales in The Practice of Enterprise Modeling (2022)

  8. No Access

    Chapter and Conference Paper

    A FAIR Model Catalog for Ontology-Driven Conceptual Modeling Research

    Conceptual models are artifacts representing conceptualizations of particular domains. Hence, multi-domain model catalogs serve as empirical sources of knowledge and insights about specific domains, about the ...

    Pedro Paulo F. Barcelos, Tiago Prince Sales, Mattia Fumagalli in Conceptual Modeling (2022)

  9. No Access

    Chapter and Conference Paper

    Understanding and Modeling Prevention

    Prevention is a pervasive phenomenon. It is about blocking an effect before it happens or stop** it as it unfolds: vaccines prevent (the unfolding of) diseases; seat belts prevent events causing serious inju...

    Riccardo Baratella, Mattia Fumagalli in Research Challenges in Information Science (2022)

  10. No Access

    Chapter and Conference Paper

    An Ontology of Security from a Risk Treatment Perspective

    In Risk Management, security issues arise from complex relations among objects and agents, their capabilities and vulnerabilities, the events they are involved in, and the value and risk they ensue to the stak...

    Ítalo Oliveira, Tiago Prince Sales, Riccardo Baratella in Conceptual Modeling (2022)

  11. No Access

    Chapter and Conference Paper

    How FAIR are Security Core Ontologies? A Systematic Map** Study

    Recently, ontology-based approaches to security, in particular to information security, have been recognized as a relevant challenge and as an area of research interest of its own. As the number of ontologies ...

    Ítalo Oliveira, Mattia Fumagalli in Research Challenges in Information Science (2021)

  12. No Access

    Chapter and Conference Paper

    Mind the Gap!: Learning Missing Constraints from Annotated Conceptual Model Simulations

    Conceptual modeling plays a fundamental role to capture information about complex business domains (e.g., finance, healthcare) and enables semantic interoperability. To fulfill their role, conceptual models mu...

    Mattia Fumagalli, Tiago Prince Sales in The Practice of Enterprise Modeling (2021)

  13. No Access

    Chapter and Conference Paper

    Ranking Schemas by Focus: A Cognitively-Inspired Approach

    The main goal of this paper is to evaluate knowledge base schemas, modeled as a set of entity types, each such type being associated with a set of properties, according to their focus. We model the notion of focu...

    Mattia Fumagalli, Daqian Shi in Graph-Based Representation and Reasoning (2021)

  14. No Access

    Chapter and Conference Paper

    Towards Automated Support for Conceptual Model Diagnosis and Repair

    Validating and debugging conceptual models is a very time-consuming task. Though separate software tools for model validation and machine learning are available, their integration for an automated support of the ...

    Mattia Fumagalli, Tiago Prince Sales in Advances in Conceptual Modeling (2020)

  15. No Access

    Chapter and Conference Paper

    Towards Understanding Classification and Identification

    The paper focuses on two pivotal cognitive functions of both natural and AI agents, namely classification and identification. Inspired from the theory of teleosemantics, itself based on neuroscientific results, w...

    Mattia Fumagalli, Gábor Bella in PRICAI 2019: Trends in Artificial Intellig… (2019)

  16. No Access

    Chapter and Conference Paper

    Teleologies: Objects, Actions and Functions

    We start from the observation that the notion of concept, as it is used in perception, is distinct and different from the notion of concept, as it is used in knowledge representation. In earlier work we called...

    Fausto Giunchiglia, Mattia Fumagalli in Conceptual Modeling (2017)

  17. No Access

    Chapter and Conference Paper

    From ER Models to the Entity Model

    In this paper, a new knowledge representation formalism, called the entity model, is introduced. This model can be used to address knowledge diversity by making the modeling assumptions of different knowledge rep...

    Fausto Giunchiglia, Mattia Fumagalli in Knowledge Engineering and Knowledge Management (2015)