A macroscope is proposed and tested here for the discovery of the unique argumentative footprint that characterizes how a collective manages differences and pursues disagreement through argument in a polylogue. The macroscope addresses broader analytic problems posed by various conceptualizations of large-scale argument, such as fields, spheres, communities, and institutions. The design incorporates a two-tier methodology for detecting argument patterns of the arguments performed in arguing by an interactive collective that produces views, or topographies, of the ways that issues are (...) generated in the making and defending of standpoints. The design premises for the macroscope build on insights about argument patterns from pragma-dialectical theory by incorporating research and theory on disagreement management and the Argumentum Model of Topics. The design reconceptualizes prototypical and stereotypical argument patterns for characterizing large-scale argumentation. A prototype of the macroscope is tested on data drawn from six threads about oil-drilling and fracking from the subreddit Changemyview. The implementation suggests the efficacy of the macroscope’s design and potential for identifying what communities make controversial and how the disagreement space in a polylogue is managed through stereotypical argument patterns in terms of claims/premises, inferential relations, and presentational devices. (shrink)

This paper offers a new way to make sense of disagreement expansion from a polylogical perspective by incorporating various places in addition to players and positions into the analysis. The concepts build on prior implicit ideas about disagreement space by suggesting how to more fully account for argumentative context, and its construction, in large-scale complex controversies. As a basis for our polylogical analysis, we use a New York Times news story reporting on an oil train explosion—a significant point in the (...) broader controversy over producing oil and gas via hydraulic fracturing. (shrink)

Natural language processing research and design that aims to model and detect opposition in text for the purpose of opinion classification, sentiment analysis, and meeting tracking, generally excludes the interactional, pragmatic aspects of online text. We propose that a promising direction for NLP is to incorporate the insights of pragmatic, dialectical theories of argumentation to more fully exploit the potential of NLP to offer sound, robust systems for various kinds of argumentation support.

Most dialectical models view argumentation as a process of critically testing a standpoint. Further, they assume that what we critically test can be analytically reduced to individual and bi-polar standpoints. I argue that these two assumptions lead to the dominant view of dialectics as a bi-partisan argumentative discussion in which the yes-side argues against the doubter or the no-side. I scrutinise this binary orientation in understanding argumentation by drawing on the main tenets of normative pragmatic and pragma-dialectical theories of argumentation. (...) I develop my argument by showing how argumentative practice challenges these assumptions. I then lay out theoretical reasons for this challenge. This paves the way for an enhanced conceptualisation of dialectical models and their standards of rationality in terms of multi-party discussions, or argumentative polylogues. (shrink)

This study delves into the creative protest tactics of Belarusian activists in 2011, highlighting their use of “sound bodies” created through clapping to challenge authoritarian constraints. The research posits that these ethereal sound bodies exert significant normative pressure on the regime by challenging the regime’s legitimacy. By analyzing the clapping protests as civil disobedience, this study illustrates the effectiveness of this non-visual form of protest in compelling the authoritarian regime to address the collective call for change. Through this lens, this (...) paper contributes a nuanced understanding of how decentralized protest strategies, particularly those leveraging sound, can serve as potent mechanisms for challenging oppressive governance in a digitally connected global landscape. This essay thus intervenes into the realms of argumentation theory and sound studies. (shrink)

Differences arise in macro-activities, such as the production of energy, food, and healthcare, where the management of these differences happens in polylogues as many actors pursue scores of positions on a variety of issues in numerous venues. Polylogues are essential to the large-scale practices that organize macro-activities but present significant challenges for argumentation theory and research. Key to the challenge is conceptualizing the variety of argumentative roles that go beyond the classic normative definition of protagonist and antagonist. A macroscope is (...) devised for identifying argumentative roles in the communicative work of organizations, and the communicative work of the network of organizations, related to the production of gas from shale in the Marcellus region of the Northeastern United States. The macroscope scaffolds a design thinking inquiry into the variety of argumentative roles in the communicative work of organizations in a polylogue and finds: innovation and entrepreneurialism in the design of organizations as devices for managing disagreement; argumentative roles as services specializing in particular aspects of argument; and networks of organizations with prominent types of specialized roles that give shape to the disagreement space around a large, complex practice. It is proposed that the varieties of argumentative roles in polylogue are not random or arbitrary but derive from more general pragmatic principles about how disagreement is organized and how methods of disagreement management emerge within communication relative to a macro-activity. (shrink)

It is argued here that large-scale organization and networked computing enable new divisions of communicative work aimed at shaping the content, direction, and outcomes of societal conversations. The challenge for argumentation theory and practice lies in attending to these new divisions of communicative work in constituting contemporary argumentative realities. Goffman’s conceptualization of participation frameworks and production formats are applied to articulate the communicative work of organizations afforded by networked computing that invents and innovates argument in all of its senses—as product, (...) process, and procedure. Communicative work, however, may be scaffolding argumentative contexts and practices that are quite different than what has constituted past argumentative realities. The computerization of argument happens as organizations invent and innovate argument practice relative to the demands and opportunities of interorganizational communication. The cases and examples examined here suggest that argument practice is evolving around the logic of conversation and the principle of personalization. The analysis challenges argumentation theory to seriously engage with the construction of communicative contexts and the realization of ideas about disagreement management in organizational practice and information infrastructures. Directions for integrating insights from a design perspective on argument with insights from organizational and information systems theory are proposed for coming to terms with an era of large-scale organization and computerization, in particular the evolution of argument practice, the inscription of argument in the built environment, and the absorption of socio-cultural argument practices by organizations and computation. (shrink)

In 2023, artificial intelligence was announced as a “game changer”—marking a rapid revolution in thinking technologies. A global debate began to emerge. By conducting a discourse analysis of 2023 US congressional testimonies and AI manifestos, we aim to map the emergence of debates over the start-up of a global governance controversy. Qualitative topical identification and semantic network analysis are deployed to identify the primary stakeholders and their contesting arguments. The resulting polylog exhibits sharp divisions among multiple, distinct pro-tech and pro-rights (...) groups. Pro-tech stakeholders emphasize innovation and economic benefits, while pro-rights groups prioritize human rights and safety. Our linguistic and semantic network analyses provide micro-level insights into the polylogue entanglements of ethics and governance. The analysis of US AI advocacy discourse furnishes a baseline of contestation from which the ongoing development of the complex arguments of AI policies can be identified and evaluated. (shrink)

When discussing dialogue, argumentation researchers rarely draw the distinction between the story world and interactional world. While mediators often help to shape the interactions among agonists in the emerging flow of spoken discourse, writers of postulated dialogues narrate them, constructing a story world that depicts the agonists, depicts their utterances and their circumstances. In this paper, I ask where the agonists of the dialogue model of argument interact, and I show that they often interact in the story world of postulated (...) dialogues. Postulated dialogues are story problem conversations. Common in textbooks, exams, and standardized tests, story problems create hypothetical situations to illustrate formal relationships among variables, and are designed to be read in a theoretical attitude that treats the characters, objects, and circumstances that they depict as given. When argumentation researchers examine postulated dialogues, they tend to adopt a theoretical attitude, limiting their analysis to the conversation between the agonists depicted in the story world. Reading this way makes it easier to overlook the interactional world where the writing and reading of the texts takes place, obscuring the fact that they are narrated dialogues, often written by researchers. Reading this way also makes it easier to confirm the traditional participation framework of the dialogue model of argument. (shrink)