Explainable AI in Natural Language Processing
Published in Frontiers in Artificial Intelligence
Published in Frontiers in Artificial Intelligence
Published in Frontiers in Artificial Intelligence
Deep learning models have achieved state-of-the-art performance for text classification in the last two decades. However, this has come at the expense of models becoming less understandable, limiting their application scope in high-stakes domains. The increased interest in explainability has resulted in many proposed forms of explanation. Neverthel...
This article describes the diet catering service (delivering ready-made meals to customers’ homes or work in a selected period) as an example of rationalization and professionalization of diet. The article is based on the results of interviews conducted with 15 users of dietetic catering from Poland, conducted between 2021 and 2023. The aim of the ...
The contradictions of ad hoc rationalization. The formation of control bodies in the transnational bureaucratic field in Mali -- How can one explain that the multiplication of control bodies in Mali supports, rather than counteracts, the overall rise in the misappropriation and mismanagement of public resources? We show that the state’s loss of con...
Published in Frontiers in Sociology
The notion of the mechanism is one of the most popular and widely used concepts in science and sociology is no exception. This paper problematizes the widespread and often uncritical use of the term “mechanism” in contemporary sociology. Drawing on the mechanistic worldview associated with leading figures of the scientific revolution, the paper emp...
Denna studie undersöker hur unga kvinnor i Generation Z rationaliserar sina köp av fast fashion trots en växande medvetenhet om modeindustrins negativa aspekter gällande miljö och sociala konsekvenser. Genom att utforska gapet mellan konsumenternas intentioner kring hållbarhet och deras faktiska beteenden belyser studien faktorer som har en påverka...
The purpose of this article is to (re)assert the importance of an organizational lens in the socio-cultural study of sport. Specifically, we aim to demonstrate the often self-perpetuating and always value-infused nature of rational design, and the organizational processes through which problems, objectives, structures, roles, identities, and knowle...
Diplomová práce se zaměřuje na analýzu stávajících procesů ve střední zdravotnické distribuční firmě a na návrh opatření k jejich racionalizaci. Konkrétně se práce zaměřuje na dva klíčové procesy: P03 Zajištění distribuce léčiv a P04 Skladování léčiv. Pro modelování a popis procesů byly použity modely BPMN a procesní karty. Pomocí metody FMEA byla ...
Comment expliquer que la multiplication d’organes de contrôle au Mali accompagne, plus qu’elle ne contrarie, la montée globale des malversations et de la mauvaise gestion ? Nous montrons que la perte de contrôle de l’État sur les comptes publics renvoie moins à un fonctionnement spécifique des sociétés africaines qu’à une rationalisation des organe...
Published in System Safety: Human - Technical Facility - Environment
People spend most of their adult lives in the workplace and at work. It is therefore essential to create an environment and working conditions that positively affect their work performance and well-being at work. Ergonomics is the science that studies the relationship between people and the environment that surrounds them on a daily basis. It is no...