Explaining Trained Neural Networks with Semantic Web Technologies: First Steps

The ever increasing prevalence of publicly available structured data on the World Wide Web enables new applications in a variety of domains. In this paper, we provide a conceptual approach that leverages such data in order to explain the input-output behavior of trained artificial neural networks. We apply existing Semantic Web technologies in order to provide an experimental proof of concept

Andrew Carnegie, World Making and the Logic of Contemporary Entrepreneurial Philanthropy

This paper focuses on the relationship between the business and philanthropic endeavours of world-making entrepreneurs; asking why, how and to what ends these individuals seek to extend their reach in society beyond business. We present an original model of entrepreneurial philanthropy which demonstrates how investment in philanthropic projects can yield positive returns in cultural, social and symbolic capital, which in turn may lead to growth in economic capital. The interpretive power of the model is demonstrated through analysis of the career of Andrew Carnegie, whose story, far from reducing to one of earning a fortune then giving it away, is revealed as more complex and more unified. His philanthropy raised his stock within the field of power, extending his influence and helping convert surplus funds into social networks, high social standing and intellectual currency, enabling him to engage in world making on a grand scale

Capitalist discourse, subjectivity and Lacanian psychoanalysis

This paper studies how subjectivity in capitalist culture can be characterized. Building on Lacan’s later seminars XVI, XVII, XVIII, and XIX, the author first outlines Lacan’s general discourse theory, which includes four characteristic discourses: the discourse of the master, the discourse of the university, the discourse of the hysteric and the discourse of the analyst. Next, the author explores the subjectivity and the mode of dealing with jouissance and semblance, which is entailed in a fifth type of discourse, the capitalist discourse, discussed by Lacan (1972). Indeed, like the other discourses that Lacan discerns, the discourse of the capitalist can be thought of as a mode of dealing with the sexual non-rapport. It is argued that in the case of neurosis the discourse of the capitalist functions as an attempt to ignore the sexual non-rapport and the dimension of the unconscious. Psychosis, by contrast, is marked by an a priori exclusion from discourse. In that case, consumerist ways of relating to the other might offer a semblance, and thus the possibility of inventing a mode of relating to the other. Two clinical vignettes are presented to illustrate this perspective: one concerning the neurotic structure and one concerning the psychotic structure

Institutional logics, blended and suspended

This paper examines how a new institution, a code of conduct, arises and develops over time. It shows how the process of debate airs competing logics, questions and fails to question assumptions taken for granted, and yet achieves a large degree of legitimacy without having resolved certain core issues. The UK code of corporate governance has been emulated around the world as a model of good practice. By examining in detail one aspect of the debate – the issue over unitary or two-tier boards – the paper shows how the contest of logics leads not just to new, blended or hybrid logics, but also to suspended logics. The process of consultation brings together actors from differing organizational fields and institutional orders, offering an opportunity to create a new field in a different order, with specific lessons for the practice of corporate governance and general lessons for institution-building