Strategies for improving the explainability of artificial agents are a key approach to support the understandability of artificial agents’ decision-making processes and their trustworthiness. However, since explanations are not inclined to standardization, finding solutions that fit the algorithmic-based decision-making processes of artificial agents poses a compelling challenge. This paper addresses the concept of trust in relation to complementary aspects that play a role in interpersonal and human–agent relationships, such as users’ confidence and their perception of artificial agents’ reliability. Particularly, this (...) paper focuses on non-expert users’ perspectives, since users with little technical knowledge are likely to benefit the most from “post-hoc”, everyday explanations. Drawing upon the explainable AI and social sciences literature, this paper investigates how artificial agent’s explainability and trust are interrelated at different stages of an interaction. Specifically, the possibility of implementing explainability as a trust building, trust maintenance and restoration strategy is investigated. To this extent, the paper identifies and discusses the intrinsic limits and fundamental features of explanations, such as structural qualities and communication strategies. Accordingly, this paper contributes to the debate by providing recommendations on how to maximize the effectiveness of explanations for supporting non-expert users’ understanding and trust. (shrink)

A concise and authoritative introduction to Islamic political ideas In sixteen concise chapters on key topics, this book provides a rich, authoritative, and up-to-date introduction to Islamic political thought from the birth of Islam to today, presenting essential background and context for understanding contemporary politics in the Islamic world and beyond. Selected from the acclaimed Princeton Encyclopedia of Islamic Political Thought, and focusing on the origins, development, and contemporary importance of Islamic political ideas and related subjects, each chapter offers a (...) sophisticated yet accessible introduction to its topic. Written by leading specialists and incorporating the latest scholarship, the alphabetically arranged chapters cover the topics of authority, the caliphate, fundamentalism, government, jihad, knowledge, minorities, modernity, Muhammad, pluralism and tolerance, the Qur'an, revival and reform, shariʿa (sacred law), traditional political thought, ‘ulama' (religious scholars), and women. Read separately or together, these chapters provide an indispensable resource for students, journalists, policymakers, and anyone else seeking an informed perspective on the complex intersection of Islam and politics. The contributors are Gerhard Bowering, Ayesha S. Chaudhry, Patricia Crone, Roxanne Euben, Yohanan Friedmann, Paul L. Heck, Roy Jackson, Wadad Kadi, John Kelsay, Gudrun Krämer, Ebrahim Moosa, Armando Salvatore, Aram A. Shahin, Emad El-Din Shahin, Devin J. Stewart, SherAli Tareen, and Muhammad Qasim Zaman. A new afterword discusses the essays in relation to contemporary political developments. (shrink)