The availability of large digital archives of historical newspaper content has transformed the historical sciences. However, the scale of these archives can limit the direct application of advanced text processing methods. Even if it is computationally feasible to apply sophisticated language processing to an entire digital archive, if the material of interest is a small fraction of the archive, the results are unlikely to be useful. Methods for generating smaller specialized corpora from large archives are required to solve this problem. (...) This article presents such a method for historical newspaper archives digitized using the METS/ALTO XML standard (Veridian Software, n.d.). The method is an ‘iterative bootstrapping’ approach in which candidate corpora are evaluated using text mining techniques, items are manually labelled, and Naïve Bayes text classifiers are trained and applied in order to produce new candidate corpora. The method is illustrated by a case study that investigates philosophical content, broadly construed, in pre-1900 English-language New Zealand newspapers. Extensive code is provided in Supplementary Materials. (shrink)

Research in experimental philosophy has increasingly been turning to corpus methods to produce evidence for empirical claims, as they open up new possibilities for testing linguistic claims or studying concepts across time and cultures. The present article reviews the quasi-experimental studies that have been done using textual data from corpora in philosophy, with an eye for the modeling and experimental design that enable statistical inference. I find that most studies forego comparisons that could control for confounds, and that only a (...) little less than half employ statistical testing methods to control for chance results. Furthermore, at least some researchers make modeling decisions that either do not take into account the nature of corpora and of the word-concept relationship, or undermine the experiment's capacity to answer research questions. I suggest that corpus methods could both provide more powerful evidence and gain more mainstream acceptance by improving their modeling practices. (shrink)

This study suggests that news obituaries have a role to play in educating practical reason using The New York Times’ Overlooked project to illustrate. The argument draws from virtue ethicist Alasdair MacIntyre’s book Ethics in the Conflicts of Modernity. A close reading of Overlooked’s15 initial obituaries used the biographies in MacIntyre’s book as templates. The analysis concluded that the articles on LGBTQ activist Marsha P. Johnson and novelist Charlotte Brontë illustrated lives that were happy in an Aristotelian sense despite misfortune. (...) The articles on journalist Ida B. Wells and mathematician Ada Lovelace illustrated incomplete lives despite overall directedness. The articles on novelist Nella Larsen and Brooklyn Bridge supervisor Emily Warren Roebling illustrated the challenge of reconciling different aspects of one’s life to achieve unity of character. This finding was closely tied to how structural injustice prevents or distorts the kinds of relationships MacIntyre says agents need to flourish. (shrink)

Many scholars agree that the Internet plays a pivotal role in self-radicalization, which can lead to behaviours ranging from lone-wolf terrorism to participation in white nationalist rallies to mundane bigotry and voting for extremist candidates. However, the mechanisms by which the Internet facilitates self-radicalization are disputed; some fault the individuals who end up self-radicalized, while others lay the blame on the technology itself. In this paper, we explore the role played by technological design decisions in online self-radicalization in its myriad (...) guises, encompassing extreme as well as more mundane forms. We begin by characterizing the phenomenon of technological seduction. Next, we distinguish between top-down seduction and bottom-up seduction. We then situate both forms of technological seduction within the theoretical model of dynamical systems theory. We conclude by articulating strategies for combatting online self-radicalization. (shrink)

Could having a sense of humor be a virtue? In this paper, we argue for an affirmative answer to this question. Like other virtues, a sense of humor enhances and inhibits the expression of various emotions, especially amusement, contempt, trust, and hope. Someone possesses a virtuous sense of humor to the extent that they are well-disposed to appropriately enhance or inhibit these emotions in themselves and others through both embodied reactions (e.g., smiling, laughter, eyerolls) and language (e.g., telling jokes, understanding (...) others’ jokes, etc.). Regarding the aims or purposes of a sense of humor, we argue that a sense of humor aids both its bearer and other people who are socially connected to the bearer with coping, connection, capability, and criticism. If this is on the right track, then the value of a sense of humor is pluralistic: a sense of humor doesn’t do just one thing, but several things simultaneously. We then explore four contexts in which a sense of humor is especially needed, namely hardship, social relationships, social and political cooperation, and existential reflection. (shrink)

Among business ethicists, Adam Smith is widely viewed as the defender of an amoral if not anti-moral economics in which individuals’ pursuit of their private self-interest is converted by an ‘invisible hand’ into shared economic prosperity. This is often justified by reference to a select few quotations from The Wealth of Nations. We use new empirical methods to investigate what Smith actually had to say, firstly about the relationship between free market institutions and individuals’ moral virtues, and secondly about the (...) further relationship between virtues and societal flourishing. We show with more quantitative precision than traditional scholarship that the invisible hand reading dramatically misrepresents both the nuance and the sum of Smith’s analysis. Smith paid a great deal of attention to a flourishing society’s dependence on virtues, including the non-self-regarding virtues of justice and benevolence, and he worried also about their fragility in the face of the changed incentives and social conditions of commercial society. (shrink)

In a recent article, Ratcliffe and Byrne (2022) propose a multifactorial phenomenological account of the influence of narrative on grief. Specifically, they argue that certain kinds of narrative can help navigate and negotiate the phenomenological disturbance of practical identity associated with bereavement. In this critical note, I identify and discuss two problems of their account. First, Ratcliffe and Byrne’s (2022) considerations rest on conceptually ambiguous distinctions between different narrative categories (the conceptual ambiguity problem). Second, their account appears to neglect the (...) variability of both grief experiences and different kinds of narrative engagement (the variability problem). These problems need to be resolved to make progress in understanding the influence (if any) of narrative engagements on the phenomenology of grief. (shrink)

Philosophers and linguists currently lack the means to reliably identify evaluative concepts and measure their evaluative intensity. Using a corpus-based approach, we present a new method to distinguish evaluatively thick and thin adjectives like ‘courageous’ and ‘awful’ from descriptive adjectives like ‘narrow,’ and from value-associated adjectives like ‘sunny.’ Our study suggests that the modifiers ‘truly’ and ‘really’ frequently highlight the evaluative dimension of thick and thin adjectives, allowing for them to be uniquely classified. Based on these results, we believe our (...) operationalization may pave the way for a more quantitative approach to the study of thick and thin concepts. (shrink)

Obituaries represent a prominent way of expressing the human universal of grief. According to philosophers, obituaries are a ritualized way of evaluating both individuals who have passed away and the communities that helped to shape them. The basic idea is that you can tell what it takes to count as a good person of a particular type in a particular community by seeing how persons of that type are described and celebrated in their obituaries. Obituaries of those killed in conflict, (...) in particular, are rich repositories of communal values, as they reflect the values and virtues that are admired and respected in individuals who are considered to be heroes in their communities. In this paper, we use natural language processing techniques to map the patterns of values and virtues attributed to Australian military personnel who were killed in action during World War I and World War II. Doing so reveals several clusters of values and virtues that tend to be attributed together. In addition, we use named entity recognition and geotagging the track the movements of these soldiers to various theatres of the wars, including North Africa, Europe, and the Pacific. (shrink)

The concept of 'authenticity' is highly valued on social media sites (SMSes), despite its ambiguous nature and definition. One interpretation of 'authenticity' by media scholars is a human's congruence with online portrayals of themselves (e.g. posting spontaneous photographs from their lives, or using real biodata online). For marketers and 'influencers', these patterns of behaviour can achieve certain gains: sales for a business, or success of a campaign. For existentialist philosophers, using 'authenticity' as a means to an end is against its (...) very definition. In this paper, I investigate what SMS users are looking for by their supposed 'authentic' portrayal online. My experimental approach draws upon empirical data from the Instagram social media site. Using machine learning techniques, descriptions and features of posts - including subjects, captions, and contexts - will be categorised and aggregated. I will then interpret these findings, drawing upon work by Taylor, Golomb, and Guignon, whose works on authenticity are based on mid-20th century existentalists. I argue that the existentialist ideals on authenticity are not necessarily present in contemporary SMS use. I will also argue that the popular interpretation of authenticity on SMSes can be self-defeating, when it seeks to turn the 'for-itself' into an 'in-itself'. (shrink)