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Opening the Black Box

Opening the Black Box PDF Author: Metin Gurcan
Publisher: Casemate Publishers
ISBN: 1913118436
Category : Political Science
Languages : en
Pages : 314

Book Description
A scholarly analysis of the Turkish military in the 21st century by the Near East policy expert and author of What Went Wrong in Afghanistan. On July 15th, 2016, a faction within the Turkish Armed Forces attempted a coup d’état against sitting President Recep Tayyip Erdoğan. Though the attempt was unsuccessful, the TAF would never be the same. In Opening the Black Box, former Turkish military advisor Metin Gurcan offers a rare look inside the TAF to examine how it has evolved in the 21stcentury. With twenty years of experience inside the Turkish military, both on the field and in the corridors of the Turkish General Staff, as well as extensive academic research, Gurcan provides two detailed snapshots of the TAF: one before July 15thand one after. Offering a complete view of this complex institution, Gurcan offers scholarly perspectives on the TAF as a security organization, a social institution and, in the case of career officers, a profession. Gurcan also examines the evolution of civilian-military relations in Turkey over the last decade with a specific focus on the impact of the July 15 Military Uprising on institutional identity.

Interpretable Machine Learning

Interpretable Machine Learning PDF Author: Christoph Molnar
Publisher: Lulu.com
ISBN: 0244768528
Category : Artificial intelligence
Languages : en
Pages : 320

Book Description
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Opening the Black Box

Opening the Black Box PDF Author: Metin Gurcan
Publisher: Casemate Publishers
ISBN: 1913118436
Category : Political Science
Languages : en
Pages : 314

Book Description
A scholarly analysis of the Turkish military in the 21st century by the Near East policy expert and author of What Went Wrong in Afghanistan. On July 15th, 2016, a faction within the Turkish Armed Forces attempted a coup d’état against sitting President Recep Tayyip Erdoğan. Though the attempt was unsuccessful, the TAF would never be the same. In Opening the Black Box, former Turkish military advisor Metin Gurcan offers a rare look inside the TAF to examine how it has evolved in the 21stcentury. With twenty years of experience inside the Turkish military, both on the field and in the corridors of the Turkish General Staff, as well as extensive academic research, Gurcan provides two detailed snapshots of the TAF: one before July 15thand one after. Offering a complete view of this complex institution, Gurcan offers scholarly perspectives on the TAF as a security organization, a social institution and, in the case of career officers, a profession. Gurcan also examines the evolution of civilian-military relations in Turkey over the last decade with a specific focus on the impact of the July 15 Military Uprising on institutional identity.

Opening the Black Box

Opening the Black Box PDF Author: Gavin Smith
Publisher: Routledge
ISBN: 1134085753
Category : Social Science
Languages : en
Pages : 203

Book Description
Closed Circuit Television (CCTV) cameras are a prominent, if increasingly familiar, feature of urbanism. They symbolize the faith that spatial authorities place in technical interventions for the treatment of social problems. CCTV was principally introduced to sterilize municipalities, to govern conducts and to protect properties. Vast expenditure has been committed to these technologies without a clear sense of how precisely they influence things. CCTV cameras might appear inanimate, but Opening the Black Box shows them to be vital mediums within relational circulations of supervision. The book principally excavates the social relations entwining the everyday application of CCTV. It takes the reader on a journey from living beneath the camera, to working behind the lens. Attention focuses on the labour exerted by camera operators as they source and process distanced spectacles. These workers are paid to scan monitor screens in search of disorderly vistas, visualizing stimuli according to its perceived riskiness and/or allurement. But the projection of this gaze can draw an unsettling reflection. It can mean enduring behavioural extremities as an impotent witness. It can also entail making spontaneous decisions that determine the course of justice. Opening the Black Box, therefore, contemplates the seductive and traumatic dimensions of monitoring telemediated ‘riskscapes’ through the prism of camera circuitry. It probes the positioning of camera operators as ‘vicarious’ custodians of a precarious social order and engages their subjective experiences. It reveals the work of watching to be an ambiguous practice: as much about managing external disturbances on the street as managing internal disruptions in the self.

Opening the Black Box

Opening the Black Box PDF Author: Helene Grandvoinnet
Publisher: World Bank Publications
ISBN: 1464804826
Category : Social Science
Languages : en
Pages : 351

Book Description
Opening the Black Box: Contextual Drivers of Social Accountability fills an important knowledge gap by providing guidance on how to assess contextual drivers of social accountability effectiveness. This publication aims to more strategically support citizen engagement at the country level and for a specific issue or problem. The report proposes a novel framing of social accountability as the interplay of constitutive elements: citizen action and state action, supported by three enabling levers: civic mobilization, interface and information. For each of these constitutive elements, the report identifies 'drivers' of contextual effectiveness which take into account a broad range of contextual factors (e.g., social, political and intervention-based, including information and communication technologies). Opening the Black Box offers detailed guidance on how to assess each driver. It also applies the framework at two levels. At the country level, the report looks at 'archetypes' of challenging country contexts, such as regimes with no formal space or full support for citizen-state engagement and fragile and conflict-affected situations. The report also illustrates the use of the framework to analyze specific social accountability interventions through four case studies: Sierra Leone, Pakistan, Yemen, and the Kyrgyz Republic.

Implementation and the Policy Process

Implementation and the Policy Process PDF Author: Dennis Palumbo
Publisher: Praeger
ISBN:
Category : Business & Economics
Languages : en
Pages : 288

Book Description
This book presents an overview of why implementation research has contributed to a major reconsideration of the process of policy formation and offers conceptual frameworks that employ implementation research to develop a fuller understanding of the entire policy process. The contributors caution the error of assuming that implementation is the main factor in policy making and that once implementation is taken care of, policies will be effective. They attempt to place implementation in the broader policymaking process and show its relationship to the other parts of the policy cycle. Additionally, several of the contributors develop explanatory models that cut across the research dichotomies of the prevailing top-down and bottom-up approaches and establish an agenda for future research.

The Black Box Society

The Black Box Society PDF Author: Frank Pasquale
Publisher: Harvard University Press
ISBN: 0674967100
Category : Law
Languages : en
Pages : 320

Book Description
Every day, corporations are connecting the dots about our personal behavior—silently scrutinizing clues left behind by our work habits and Internet use. The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so—and to set limits on how big data affects our lives. Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior. Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.

Microfoundations of Institutions

Microfoundations of Institutions PDF Author: Patrick Haack
Publisher: Emerald Group Publishing
ISBN: 178769125X
Category : Self-Help
Languages : en
Pages : 232

Book Description
The notion of microfoundations has received growing interest in neo-institutional theory along with an increasing interest in microfoundational research in disciplines such as strategic management and organizational economics.

Boxes

Boxes PDF Author: Susanne Bauer
Publisher:
ISBN: 9781912729067
Category :
Languages : en
Pages : 628

Book Description
A book full of boxes. A box in itself. An unboxing. This book explores boxes in their broadest sense and size. It invites us to step into the field, unravel how and why things are contained and how it might be otherwise. By turning the focus of Science and Technology Studies (STS) to boxing practices, this collation of essays examines boxes as world-making devices. Gathered in the format of a field guide, it offers an introduction to ways of ordering the world, unpacking their boxed-up, largely invisible politics and epistemics. Performatively, pushing against conventional uses of academic books, this volume is about rethinking taken-for-granted formats and infrastructures of scholarly ordering - thinking, writing, reading. It diverges from encyclopedic logics and representative overviews of boxing practices and the architectural organization of monographs and edited volumes through a single, overarching argument. This book asks its users to leave well-trodden paths of linear and comprehensive reading and invites them to read sideways, creating their own orders through associations and relating. Thus, this book is best understood as an intervention, a beginning, an open box, a slim volume that needs expansion and further experiments with ordering by its users.

Opening the Black Box of Cabinet-Level Politics

Opening the Black Box of Cabinet-Level Politics PDF Author: Sarah Sinram
Publisher: LIT Verlag Münster
ISBN: 3643911173
Category :
Languages : en
Pages : 218

Book Description
The book takes a look at social expenditure in affluent democracies in times of fiscal austerity. The study analyzes expenditure changes in nine social policy areas between 1980 - 2010, from an intra-cabinet perspective by considering the partisan affiliation of responsible spending ministers and effects of budgeting reforms. Thus, the analysis contributes to the question of whether parties or institutions matter.

Foundations of the Psychological Intervention

Foundations of the Psychological Intervention PDF Author: Sergio Salvatore
Publisher: Taylor & Francis
ISBN: 1040013236
Category : Psychology
Languages : en
Pages : 235

Book Description
Foundations of the Psychological Intervention presents a new General Theory for Psychological Intervention (GTPI), delving into how its methodology can be applied across diverse psychological contexts. Rooted in semiotic cultural psychology and guided by the GTPI framework, this book offers a cohesive perspective of psychology, addressing the prevailing fragmentation evident in various domains of psychology such as health, sports, forensic, organisational, and clinical psychology. The framework establishes a foundation of methods and techniques that render psychological interventions applicable across various domains, substantiated by concrete examples from different areas. With chapters revolving around theories of action, change and the client dynamics, this groundbreaking work provides both a conceptual and methodological structure to underpin domain-specific theories and methodologies, thereby strengthening the conceptual links among distinct domains of psychology. As one of the first works to develop a theory and method of intervention across multiple psychological domains, this book will be of interest to postgraduate students and researchers specialising in cultural psychology, clinical psychology, health psychology, and the philosophy of psychology. Moreover, it serves as a useful reading for practising psychologists and psychology professionals.