Christian Borch - Böcker

Machine learning, renowned for its ability to detect patterns in large datasets, has seen a significant increase in applications and complexity since the early 2000s. The Oxford Handbook of the Sociology of Machine Learning offers a state-of-the-art and forward-looking overview of the intersection between machine learning and sociology, exploring what sociology can gain from machine learning and how it can shed new light on the societal implications of this technology. Through its 39 chapters, an international group of sociologists address three key questions. First, what can sociologists yield from using machine learning as a methodological tool? This question is examined across various data types, including text, images, and sound, with insights into how machine learning and ethnography can be combined. Second, how is machine learning being used throughout society, and what are its consequences? The Handbook explores this question by examining the assumptions and infrastructures behind machine learning applications, as well as the biases they might perpetuate. Themes include art, cities, expertise, financial markets, gender, race, intersectionality, law enforcement, medicine, and the environment, covering contexts across the Global South and Global North. Third, what does machine learning mean for sociological theory and theorizing? Chapters examine this question through discussions on agency, culture, human-machine interaction, influence, meaning, power dynamics, prediction, and postcolonial perspectives. The Oxford Handbook of the Sociology of Machine Learning is an essential resource for academics and students interested in artificial intelligence, computational social science, and the role and implications of machine learning in society.

Terrorist attacks seem to mimic other terrorist attacks. Mass shootings appear to mimic previous mass shootings. Financial traders seem to mimic other traders. It is not a novel observation that people often imitate others. Some might even suggest that mimesis is at the core of human interaction. However, understanding such mimesis and its broader implications is no trivial task. Imitation, Contagion, Suggestion sheds important light on the ways in which society is intimately linked to and characterized by mimetic patterns.Taking its starting point in late-nineteenth-century discussions about imitation, contagion, and suggestion, the volume examines a theoretical framework in which mimesis is at the center. The volume investigates some of the key sociological, psychological, and philosophical debates on sociality and individuality that emerged in the wake of the late-nineteenth-century imitation, contagion, and suggestion theorization, and which involved notable thinkers such as Gabriel Tarde, Emile Durkheim, and Friedrich Nietzsche. Furthermore, the volume demonstrates the ways in which important aspects of this theorization have been mobilized throughout the twentieth century and how they may advance present-day analyses of topical issues relating to, e.g. neuroscience, social media, social networks, agent-based modelling, terrorism, virology, financial markets, and affect theory.One of the significant ideas advanced in theories of imitation, contagion, and suggestion is that the individual should be seen not as a sovereign entity, but rather as profoundly externally shaped. In other words, the decisions people make may be unwitting imitations of other people’s decisions. Against this backdrop, the volume presents new avenues for social theory and sociological research that take seriously the suggestion that individuality and the social may be mimetically constituted.

There has been an increasing interest in financial markets across sociology, history, anthropology, cultural studies, and related disciplines over the past decades, with particular intensity since the 2007–2008 crisis which prompted new analyses of the workings of financial markets and how “scandals of Wall Street” might have huge societal ramifications. The sociologically inclined landscape of finance studies is characterized by different more or less well- established homogeneous camps, with more micro-empirical, social studies of finance approaches on the one end of the spectrum and more theoretical, often neo-Marxist approaches, on the other.Yet alternative approaches are also gaining traction, including work that emphasizes the cultural homologies and interconnections with finance as well as work that, more broadly, is both empirically rigorous and theoretically ambitious. Importantly, across these various approaches to finance, a growing body of literature is taking shape which engages finance in a critical manner.The term “critical finance studies” nonetheless remains largely unfocused and undefined. Against this backdrop, the key rationales of The Routledge Handbook of Critical Finance Studies are firstly to provide a coherent notion of this emergent field and secondly to demonstrate its analytical usefulness across a wide range of central aspects of contemporary finance.As such, the volume will offer a comprehensive guide to students and academics on the field of Finance and Critical Finance Studies, Heterodox Economics, Accounting, and related Management disciplines.Chapter 14 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

Niklas Luhmann offers an accessible introduction to one of the most important sociologists of our time. It presents the key concepts within Luhmann’s multifaceted theory of modern society, and compares them with the work of other key social theorists such as Jürgen Habermas, Michel Foucault, and Zygmunt Bauman.The book pays particular attention to introducing and discussing Luhmann’s original sociological systems theory. It presents a thorough investigation into the different phases of his oeuvre, through which both the shifting emphases as well as the continuities in his thinking are shown. The primary focus of this text is Luhmann’s theory of modern society as being differentiated into a plethora of ‘function systems’ – such as politics, law, and economy – which operate according to their own distinct logics and which cannot interfere with one another. For Luhmann, this functional differentiation works as a bulwark against totalitarian rule, and as such is a key foundation of modern democracy. Furthermore, the book critically examines the implications of this functional differentiation for inclusion and exclusion dynamics, as well as for the understanding of power and politics.This is a key text for both undergraduate and postgraduate students of areas including contemporary social theory, political sociology, and sociology.

Niklas Luhmann offers an accessible introduction to one of the most important sociologists of our time. It presents the key concepts within Luhmann’s multifaceted theory of modern society, and compares them with the work of other key social theorists such as Jürgen Habermas, Michel Foucault, and Zygmunt Bauman.The book pays particular attention to introducing and discussing Luhmann’s original sociological systems theory. It presents a thorough investigation into the different phases of his oeuvre, through which both the shifting emphases as well as the continuities in his thinking are shown. The primary focus of this text is Luhmann’s theory of modern society as being differentiated into a plethora of ‘function systems’ – such as politics, law, and economy – which operate according to their own distinct logics and which cannot interfere with one another. For Luhmann, this functional differentiation works as a bulwark against totalitarian rule, and as such is a key foundation of modern democracy. Furthermore, the book critically examines the implications of this functional differentiation for inclusion and exclusion dynamics, as well as for the understanding of power and politics.This is a key text for both undergraduate and postgraduate students of areas including contemporary social theory, political sociology, and sociology.

This book presents a Foucauldian problematisation analysis of crime, with a particular focus on the twentieth century. It considers how crime has been conceived as problem and, by scrutinising the responses that have been adapted to deal with crime, demonstrates how a range of power modalities have evolved throughout the twentieth century. Christian Borch shows how the tendency of criminologists to focus on either disciplinary power or governmentality has neglected the broader complex of Foucault’s concerns: ignoring its historical underpinnings, whilst for the most part limiting studies to only very recent developments, without giving sufficient attention to their historical backdrop. The book uses developments in Denmark – developments that can be readily identified in most other western countries – as a paradigmatic case for understanding how crime has been problematised in the West. Thus, Foucault, Crime and Power: Problematisations of Crime in the Twentieth Century demonstrates that a Foucauldian approach to crime holds greater analytical potentials for criminological research than have so far been recognized.

When sociology emerged as a discipline in the late nineteenth century, the problem of crowds constituted one of its key concerns. It was argued that crowds shook the foundations of society and led individuals into all sorts of irrational behaviour. Yet crowds were not just something to be fought in the street, they also formed a battleground over how sociology should be demarcated from related disciplines, most notably psychology. In The Politics of Crowds, Christian Borch traces sociological debates on crowds and masses from the birth of sociology until today, with a particular focus on the developments in France, Germany and the USA. The book is a refreshing alternative history of sociology and modern society, observed through society's other, the crowd. Borch shows that the problem of crowds is not just of historical interest: even today the politics of sociology is intertwined with the politics of crowds.

When sociology emerged as a discipline in the late nineteenth century, the problem of crowds constituted one of its key concerns. It was argued that crowds shook the foundations of society and led individuals into all sorts of irrational behaviour. Yet crowds were not just something to be fought in the street, they also formed a battleground over how sociology should be demarcated from related disciplines, most notably psychology. In The Politics of Crowds, Christian Borch traces sociological debates on crowds and masses from the birth of sociology until today, with a particular focus on the developments in France, Germany and the USA. The book is a refreshing alternative history of sociology and modern society, observed through society's other, the crowd. Borch shows that the problem of crowds is not just of historical interest: even today the politics of sociology is intertwined with the politics of crowds.

Individuality and collectivity are central concepts in sociological inquiry. Incorporating cultural history, social theory, urban and economic sociology, Borch proposes an innovative rethinking of these key terms and their interconnections via the concept of the social avalanche. Drawing on classical sociology, he argues that while individuality embodies a tension between the collective and individual autonomy, certain situations, such as crowds and other moments of group behaviour, can subsume the individual entirely within the collective. These events, or social avalanches, produce an experience of being swept away suddenly and losing one's sense of self. Cities are often on the verge of social avalanches, their urban inhabitants torn between de-individualising external pressure and autonomous self-presentation. Similarly, Borch argues that present-day financial markets, dominated by computerised trading, abound with social avalanches and the tensional interplay of mimesis and autonomous decision-making. Borch argues that it is no longer humans but fully automated algorithms that avalanche in these markets.

Individuality and collectivity are central concepts in sociological inquiry. Incorporating cultural history, social theory, urban and economic sociology, Borch proposes an innovative rethinking of these key terms and their interconnections via the concept of the social avalanche. Drawing on classical sociology, he argues that while individuality embodies a tension between the collective and individual autonomy, certain situations, such as crowds and other moments of group behaviour, can subsume the individual entirely within the collective. These events, or social avalanches, produce an experience of being swept away suddenly and losing one's sense of self. Cities are often on the verge of social avalanches, their urban inhabitants torn between de-individualising external pressure and autonomous self-presentation. Similarly, Borch argues that present-day financial markets, dominated by computerised trading, abound with social avalanches and the tensional interplay of mimesis and autonomous decision-making. Borch argues that it is no longer humans but fully automated algorithms that avalanche in these markets.

This book rethinks the city by examining its various forms of collectivity – their atmospheres, modes of exclusion and self-organization, as well as how they are governed – on the basis of a critical discussion of the notion of urban commons. The idea of the commons has received surprisingly little attention in urban theory, although the city may well be conceived as a shared resource. Urban Commons: Rethinking the City offers an attempt to reconsider what a city might be by studying how the notion of the commons opens up new understandings of urban collectivities, addressing a range of questions about urban diversity, urban governance, urban belonging, urban sexuality, urban subcultures, and urban poverty; but also by discussing in more methodological terms how one might study the urban commons. In these respects, the rethinking of the city undertaken in this book has a critical dimension, as the notion of the commons delivers new insights about how collective urban life is formed and governed.

There has been an increasing interest in financial markets across sociology, history, anthropology, cultural studies, and related disciplines over the past decades, with particular intensity since the 2007–2008 crisis which prompted new analyses of the workings of financial markets and how “scandals of Wall Street” might have huge societal ramifications. The sociologically inclined landscape of finance studies is characterized by different more or less well- established homogeneous camps, with more micro-empirical, social studies of finance approaches on the one end of the spectrum and more theoretical, often neo-Marxist approaches, on the other.Yet alternative approaches are also gaining traction, including work that emphasizes the cultural homologies and interconnections with finance as well as work that, more broadly, is both empirically rigorous and theoretically ambitious. Importantly, across these various approaches to finance, a growing body of literature is taking shape which engages finance in a critical manner.The term “critical finance studies” nonetheless remains largely unfocused and undefined. Against this backdrop, the key rationales of The Routledge Handbook of Critical Finance Studies are firstly to provide a coherent notion of this emergent field and secondly to demonstrate its analytical usefulness across a wide range of central aspects of contemporary finance.As such, the volume will offer a comprehensive guide to students and academics on the field of Finance and Critical Finance Studies, Heterodox Economics, Accounting, and related Management disciplines.Chapter 14 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

This book presents a Foucauldian problematisation analysis of crime, with a particular focus on the twentieth century. It considers how crime has been conceived as problem and, by scrutinising the responses that have been adapted to deal with crime, demonstrates how a range of power modalities have evolved throughout the twentieth century. Christian Borch shows how the tendency of criminologists to focus on either disciplinary power or governmentality has neglected the broader complex of Foucault’s concerns: ignoring its historical underpinnings, whilst for the most part limiting studies to only very recent developments, without giving sufficient attention to their historical backdrop. The book uses developments in Denmark – developments that can be readily identified in most other western countries – as a paradigmatic case for understanding how crime has been problematised in the West. Thus, Foucault, Crime and Power: Problematisations of Crime in the Twentieth Century demonstrates that a Foucauldian approach to crime holds greater analytical potentials for criminological research than have so far been recognized.

This book rethinks the city by examining its various forms of collectivity – their atmospheres, modes of exclusion and self-organization, as well as how they are governed – on the basis of a critical discussion of the notion of urban commons. The idea of the commons has received surprisingly little attention in urban theory, although the city may well be conceived as a shared resource. Urban Commons: Rethinking the City offers an attempt to reconsider what a city might be by studying how the notion of the commons opens up new understandings of urban collectivities, addressing a range of questions about urban diversity, urban governance, urban belonging, urban sexuality, urban subcultures, and urban poverty; but also by discussing in more methodological terms how one might study the urban commons. In these respects, the rethinking of the city undertaken in this book has a critical dimension, as the notion of the commons delivers new insights about how collective urban life is formed and governed.

Terrorist attacks seem to mimic other terrorist attacks. Mass shootings appear to mimic previous mass shootings. Financial traders seem to mimic other traders. It is not a novel observation that people often imitate others. Some might even suggest that mimesis is at the core of human interaction. However, understanding such mimesis and its broader implications is no trivial task. Imitation, Contagion, Suggestion sheds important light on the ways in which society is intimately linked to and characterized by mimetic patterns.Taking its starting point in late-nineteenth-century discussions about imitation, contagion, and suggestion, the volume examines a theoretical framework in which mimesis is at the center. The volume investigates some of the key sociological, psychological, and philosophical debates on sociality and individuality that emerged in the wake of the late-nineteenth-century imitation, contagion, and suggestion theorization, and which involved notable thinkers such as Gabriel Tarde, Emile Durkheim, and Friedrich Nietzsche. Furthermore, the volume demonstrates the ways in which important aspects of this theorization have been mobilized throughout the twentieth century and how they may advance present-day analyses of topical issues relating to, e.g. neuroscience, social media, social networks, agent-based modelling, terrorism, virology, financial markets, and affect theory.One of the significant ideas advanced in theories of imitation, contagion, and suggestion is that the individual should be seen not as a sovereign entity, but rather as profoundly externally shaped. In other words, the decisions people make may be unwitting imitations of other people’s decisions. Against this backdrop, the volume presents new avenues for social theory and sociological research that take seriously the suggestion that individuality and the social may be mimetically constituted.

Machine learning is fundamentally transforming financial markets. Where trading strategies were once crafted by human experts—executed manually or through pre-coded rules—firms now build models that generate the strategies themselves. These are not just tools but trading automatons: semi-independent systems designed to learn from markets and act on their own. Drawing on over a decade of fieldwork in financial markets, Christian Borch offers a rare inside look at how these systems are built, the risks they pose, and how they challenge our understanding of markets and decision-making. As trading automatons grow more complex and opaque—even to their designers—new sociological questions emerge: What happens when machines become the primary agents in markets? And how should we understand economic action when human judgment is no longer at the center? Trading Beyond Understanding is a powerful investigation of machine agency, market transformation, and the shifting boundaries between technological systems and social life.

Machine learning is fundamentally transforming financial markets. Where trading strategies were once crafted by human experts—executed manually or through pre-coded rules—firms now build models that generate the strategies themselves. These are not just tools but trading automatons: semi-independent systems designed to learn from markets and act on their own. Drawing on over a decade of fieldwork in financial markets, Christian Borch offers a rare inside look at how these systems are built, the risks they pose, and how they challenge our understanding of markets and decision-making. As trading automatons grow more complex and opaque—even to their designers—new sociological questions emerge: What happens when machines become the primary agents in markets? And how should we understand economic action when human judgment is no longer at the center? Trading Beyond Understanding is a powerful investigation of machine agency, market transformation, and the shifting boundaries between technological systems and social life.