Opening The Black Box

Author : Gavin J. D. Smith
Publisher : Routledge
ISBN 13 : 1134085753
Total Pages : 184 pages
Book Rating : 4.50/5 ( download)

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Download or read book Opening the Black Box written by Gavin J. D. Smith and published by Routledge. This book was released on 2014-10-03 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Helene Grandvoinnet
Publisher : World Bank Publications
ISBN 13 : 1464804826
Total Pages : 348 pages
Book Rating : 4.23/5 ( download)

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Download or read book Opening the Black Box written by Helene Grandvoinnet and published by World Bank Publications. This book was released on 2015-04-17 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Christoph Molnar
Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.22/5 ( download)

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Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Matthew Syed
Publisher : Penguin
ISBN 13 : 069840887X
Total Pages : 320 pages
Book Rating : 4.76/5 ( download)

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Download or read book Black Box Thinking written by Matthew Syed and published by Penguin. This book was released on 2015-11-03 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nobody wants to fail. But in highly complex organizations, success can happen only when we confront our mistakes, learn from our own version of a black box, and create a climate where it’s safe to fail. We all have to endure failure from time to time, whether it’s underperforming at a job interview, flunking an exam, or losing a pickup basketball game. But for people working in safety-critical industries, getting it wrong can have deadly consequences. Consider the shocking fact that preventable medical error is the third-biggest killer in the United States, causing more than 400,000 deaths every year. More people die from mistakes made by doctors and hospitals than from traffic accidents. And most of those mistakes are never made public, because of malpractice settlements with nondisclosure clauses. For a dramatically different approach to failure, look at aviation. Every passenger aircraft in the world is equipped with an almost indestructible black box. Whenever there’s any sort of mishap, major or minor, the box is opened, the data is analyzed, and experts figure out exactly what went wrong. Then the facts are published and procedures are changed, so that the same mistakes won’t happen again. By applying this method in recent decades, the industry has created an astonishingly good safety record. Few of us put lives at risk in our daily work as surgeons and pilots do, but we all have a strong interest in avoiding predictable and preventable errors. So why don’t we all embrace the aviation approach to failure rather than the health-care approach? As Matthew Syed shows in this eye-opening book, the answer is rooted in human psychology and organizational culture. Syed argues that the most important determinant of success in any field is an acknowledgment of failure and a willingness to engage with it. Yet most of us are stuck in a relationship with failure that impedes progress, halts innovation, and damages our careers and personal lives. We rarely acknowledge or learn from failure—even though we often claim the opposite. We think we have 20/20 hindsight, but our vision is usually fuzzy. Syed draws on a wide range of sources—from anthropology and psychology to history and complexity theory—to explore the subtle but predictable patterns of human error and our defensive responses to error. He also shares fascinating stories of individuals and organizations that have successfully embraced a black box approach to improvement, such as David Beckham, the Mercedes F1 team, and Dropbox.

Author : Sergio Consoli
Publisher : Springer Nature
ISBN 13 : 3030668916
Total Pages : 357 pages
Book Rating : 4.14/5 ( download)

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Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

Author : Betty Lanteigne
Publisher : Springer Nature
ISBN 13 : 9813342323
Total Pages : 553 pages
Book Rating : 4.23/5 ( download)

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Download or read book Challenges in Language Testing Around the World written by Betty Lanteigne and published by Springer Nature. This book was released on 2021-02-17 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines insights from language assessment literacy and critical language testing through critical analyses and research about challenges in language assessment around the world. It investigates problematic practices in language testing which are relevant to language test users such as language program directors, testing centers, and language teachers, as well as teachers-in-training in Graduate Diploma and Master of Arts in Applied Linguistics programs. These issues involve aspects of language testing such as test development, test administration, scoring, and interpretation/use of test results. Chapters in this volume discuss insights about language testing policy, testing world languages, developing program-level language tests and tests of specific language skills, and language assessment literacy. In addition, this book identifies two needs in language testing for further examination: the need for collaboration between language test developers, language test users, and language users, and the need to base language tests on real-world language use.

Author : Paul Black
Publisher : Granada Learning
ISBN 13 : 9780708713792
Total Pages : 28 pages
Book Rating : 4.93/5 ( download)

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Download or read book Working Inside the Black Box written by Paul Black and published by Granada Learning. This book was released on 2004 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers practical advice on using and improving assessment for learning in the classroom.

Author : Metin Gurcan
Publisher : Casemate Publishers
ISBN 13 : 1913118436
Total Pages : 314 pages
Book Rating : 4.33/5 ( download)

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Download or read book Opening the Black Box written by Metin Gurcan and published by Casemate Publishers. This book was released on 2019-09-15 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Sarah Sinram
Publisher : LIT Verlag Münster
ISBN 13 : 3643911173
Total Pages : 218 pages
Book Rating : 4.79/5 ( download)

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Download or read book Opening the Black Box of Cabinet-Level Politics written by Sarah Sinram and published by LIT Verlag Münster. This book was released on 2020-03-10 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Sjaak Braster
Publisher : P.I.E-Peter Lang S.A., Editions Scientifiques Internationales
ISBN 13 : 9789052017600
Total Pages : 0 pages
Book Rating : 4.03/5 ( download)

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Download or read book The Black Box of Schooling written by Sjaak Braster and published by P.I.E-Peter Lang S.A., Editions Scientifiques Internationales. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about the classroom, the most important meeting place for teachers and pupils in an education building. Our knowledge, however, about what happens inside this space is limited. In many respects the classroom is still the black box of the educational system. To open up this box, this volume brings together scholars from the disciplines of Art, Architecture, History, Pedagogy and Sociology. They present a wide variety of new perspectives, methodologies and sources for studying classrooms. The book examines images and representations of classrooms (photographs, paintings and pictures on school walls), writings and documents inside the classroom (school exercise books, teachers' log books and observer reports), memories and personal experiences of classrooms (egodocuments from teachers and pupils, and oral history interviews), the space and design of classrooms (architecture, school murals and the transformation of space), and material objects in the classroom (school furniture, primers for reading and school wall charts). The essays are illustrated with a unique collection of more than fifty photographs of classrooms in Europe.