Publication Authors: Giovanni Spatola

Giuseppe Ambrosio, Maria Zifaro, Federica Bandini, Stefania D’Aprile, Giovanni Spatola, Marianna Mancino

The intersection of artificial intelligence (AI), machine learning technologies, and human resource management (HRM) represents a transformative shift in organisational development. This paper presents a systematic literature review (SLR) examining peer-reviewed evidence on human-machine collaboration in HRM within social enterprises and mission-driven organisations. Using the SPIDER framework and PRISMA guidelines, the review conducted a systematic […]

IN: Proceedings IFKAD 2026: Intelligent Knowledge for Sustainable Organizations
875-882
Marianna Mancino, Maria Zifaro, Giuseppe Ambrosio, Giovanni Spatola, Stefania D’Aprile

The current context is marked by systemic, ecological, social, and economic crises. These are accompanied by an increasing acceleration of technological change. In this scenario, the urgent need emerges to rethink development models based on unlimited economic growth. The degrowth paradigm proposes an alternative orientation centered on principles of sufficiency, equity, and collective well-being. It […]

IN: Proceedings IFKAD 2026: Intelligent Knowledge for Sustainable Organizations
865-874
Stefano Allega, Daniele Allega, Sara El Matouk, Giovanni Spatola

Digital platforms have become entrepreneurial infrastructures rather than simple marketing channels. For start-ups and small and medium-sized enterprises operating in platform-based e-commerce, social media content, online product reviews and customer-service chat transcripts form a distributed textual environment through which opportunities, risks and customer expectations are continuously signalled. This paper develops a conceptual and methodological framework […]

IN: Proceedings IFKAD 2026: Intelligent Knowledge for Sustainable Organizations
265-271
Giovanni Spatola, Mario D’Avino, Antonio Capasso, Maria Zifaro, Andrea Presciutti

The integration of Artificial Intelligence (AI) into sustainability practices is transforming industries by enabling innovative solutions to complex challenges. However, while the nexus between AI and economic or environmental sustainability has been the subject of substantial academic inquiry, its potential role in advancing social sustainability remains comparatively underexplored. Social sustainability, encompassing critical aspects such as […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1036-1042
Marianna Mancino, Maria Zifaro, Giuseppe Ambrosio, Giovanni Spatola

The European Union plays an important role in promoting the Sustainable Development Goals (SDGs) of the 2030 Agenda through the advancement of sustainable finance. The aim of sustainable finance is to direct financial resources toward initiatives aligned with ESG (Environmental, Social, and Governance) principles. However, unlike financial ratings based on recognized accounting standards, a globally […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1043-1051
Giovanni Spatola, Giuseppe Ambrosio, Marianna Mancino, Maria Zifaro, Andrea Presciutti

The global imperative for sustainable development is compelling industries to reassess operations, emphasizing Environmental, Social, and Governance (ESG) criteria. The energy sector, pivotal yet environmentally impactful, faces intense pressure to innovate sustainably. Artificial Intelligence (AI) offers transformative potential, particularly its application in Knowledge Management (KM) systems to enhance information handling for superior ESG performance. However, […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1003-1009
Marianna Mancino, Maria Zifaro, Giuseppe Ambrosio, Giovanni Spatola

Business success is no longer defined solely by financial performance or the quality of goods and services provided. It is imperative for companies to embed sustainability into their strategic frameworks, embracing socially and environmentally responsible practices. Businesses must now prioritize aligning profit with ethical and sustainable practices that enhance lives, protect the environment, and foster […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1010-1017
Stefania D’Aprile, Giovanni Spatola

Social sustainability is a fundamental pillar for the balanced and inclusive development of contemporary societies. It embodies the commitment to social equity, inclusion, respect for human rights, and the promotion of collective well-being. Artificial intelligence (AI), with its increasing deployment, is emerging as a key tool for addressing social challenges and promoting sustainability goals, which, […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
1018-1024
Giovanni Spatola, Stefania D’Aprile, Maria Zifaro, Andrea Presciutti, Alessandro Broglia

The integration of Environmental, Social, and Governance (ESG) principles into corporate strategy has emerged as a global imperative, catalyzed by regulatory frameworks, investor pressure, and increasing stakeholder expectations. However, the complexity of ESG data collection, analysis, and reporting poses significant challenges for organizations. Recent advances in Artificial Intelligence (AI) have led to the development of […]

IN: Proceedings IFKAD 2025: Knowledge Futures: AI, Technology, and the New Business Paradigm
986-993
Maria Zifaro, Marco Giannini, Luca Giraldi, Giovanni Spatola

In recent decades, small and medium-sized enterprises (SMEs) have been the protagonists of a profound change in the competitive scenario due to the presence of a diverse workforce composition. The entrepreneur is aware that human resource diversity is a fast-growing phenomenon and central to the development and competitiveness of small and medium-sized enterprises considering three […]

IN: Proceedings IFKAD 2024 – Translating Knowledge into Innovation Dynamics
2161-2175