Data Science for Social Good

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Publisher : Springer Nature
ISBN 13 : 3030789853
Total Pages : 107 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Data Science for Social Good by : Massimo Lapucci

Download or read book Data Science for Social Good written by Massimo Lapucci and published by Springer Nature. This book was released on 2021-10-13 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of reflections by thought leaders at first-mover organizations in the exploding field of "Data Science for Social Good", meant as the application of knowledge from computer science, complex systems and computational social science to challenges such as humanitarian response, public health, sustainable development. The book provides both an overview of scientific approaches to social impact – identifying a social need, targeting an intervention, measuring impact – and the complementary perspective of funders and philanthropies that are pushing forward this new sector. This book will appeal to students and researchers in the rapidly growing field of data science for social impact, to data scientists at companies whose data could be used to generate more public value, and to decision makers at nonprofits, foundations, and agencies that are designing their own agenda around data.

Science and the Social Good

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Publisher : OUP USA
ISBN 13 : 0195383540
Total Pages : 289 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis Science and the Social Good by : John P. Herron

Download or read book Science and the Social Good written by John P. Herron and published by OUP USA. This book was released on 2010-02-04 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using biographies of three natural scientists--geologist Clarence King, forester Robert Marshall, and biologist Rachel Carson--Science and the Social Good investigates the links between nature's scientific study and social improvement.

Social Physics

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Publisher : Penguin
ISBN 13 : 1594205655
Total Pages : 322 pages
Book Rating : 4.5/5 (942 download)

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Book Synopsis Social Physics by : Alex Pentland

Download or read book Social Physics written by Alex Pentland and published by Penguin. This book was released on 2014 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: A landmark tour of the new science of "idea flow" outlines revolutionary insights into the mysteries of collective intelligence and social influence, explaining the virtually unlimited data sets of today's digital technologies and the considerable accuracy of information from social networks.

Artificial Intelligence and Conservation

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Publisher : Cambridge University Press
ISBN 13 : 1108672922
Total Pages : 247 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Artificial Intelligence and Conservation by : Fei Fang

Download or read book Artificial Intelligence and Conservation written by Fei Fang and published by Cambridge University Press. This book was released on 2019-03-28 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing public interest in artificial intelligence (AI), there is also increasing interest in learning about the benefits that AI can deliver to society. This book focuses on research advances in AI that benefit the conservation of wildlife, forests, coral reefs, rivers, and other natural resources. It presents how the joint efforts of researchers in computer science, ecology, economics, and psychology help address the goals of the United Nations' 2030 Agenda for Sustainable Development. Written at a level accessible to conservation professionals and AI researchers, the book offers both an overview of the field and an in-depth view of how AI is being used to understand patterns in wildlife poaching and enhance patrol efforts in response, covering research advances, field tests and real-world deployments. The book also features efforts in other major conservation directions, including protecting natural resources, ecosystem monitoring, and bio-invasion management through the use of game theory, machine learning, and optimization.

Artificial Intelligence and Social Work

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Publisher : Cambridge University Press
ISBN 13 : 1108425992
Total Pages : 269 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Artificial Intelligence and Social Work by : Milind Tambe

Download or read book Artificial Intelligence and Social Work written by Milind Tambe and published by Cambridge University Press. This book was released on 2018-11-29 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introductory guide with real-life examples on using AI to help homeless youth, diabetes patients, and other social welfare interventions.

Social Science for What?

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Publisher : MIT Press
ISBN 13 : 0262358751
Total Pages : 409 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Social Science for What? by : Mark Solovey

Download or read book Social Science for What? written by Mark Solovey and published by MIT Press. This book was released on 2020-07-07 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: How the NSF became an important yet controversial patron for the social sciences, influencing debates over their scientific status and social relevance. In the early Cold War years, the U.S. government established the National Science Foundation (NSF), a civilian agency that soon became widely known for its dedication to supporting first-rate science. The agency's 1950 enabling legislation made no mention of the social sciences, although it included a vague reference to "other sciences." Nevertheless, as Mark Solovey shows in this book, the NSF also soon became a major--albeit controversial--source of public funding for them.

Operations Management for Social Good

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Publisher : Springer Nature
ISBN 13 : 3030238164
Total Pages : 1119 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Operations Management for Social Good by : Adriana Leiras

Download or read book Operations Management for Social Good written by Adriana Leiras and published by Springer Nature. This book was released on 2019-10-14 with total page 1119 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume showcases the presentations and discussions delivered at the 2018 POMS International Conference in Rio. Through a collection of selected papers, it is possible to review the impact and application of operations management for social good, with contributions across a wide range of topics, including: humanitarian operations and crisis management, healthcare operations management, sustainable operations, artificial intelligence and data analytics in operations, product innovation and technology in operations management, marketing and operations management, service operations and servitization, logistics and supply chain management, resilience and risk in operations, defense, and tourism among other emerging Operations Management issues. The Production and Operations Management Society (POMS) is one of the most important and influential societies in the subject of Production Engineering and, as an international professional and academic organization, represents the interests of professionals and academics in production management and operations around the world.

Lean Impact

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Publisher : John Wiley & Sons
ISBN 13 : 111950659X
Total Pages : 308 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Lean Impact by : Ann Mei Chang

Download or read book Lean Impact written by Ann Mei Chang and published by John Wiley & Sons. This book was released on 2018-10-30 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite enormous investments of time and money, are we making a dent on the social and environmental challenges of our time? What if we could exponentially increase our impact? Around the world, a new generation is looking beyond greater profits, for meaningful purpose. But, unlike business, few social interventions have achieved significant impact at scale. Inspired by the modern innovation practices, popularized by bestseller The Lean Startup, that have fueled technology breakthroughs touching every aspect of our lives, Lean Impact turns our attention to a new goal - radically greater social good. Social change is far more complicated than building a new app. It requires more listening, more care, and more stakeholders. To make a lasting difference, solutions must be embraced by beneficiaries, address root causes, and include an engine that can accelerate growth to reach the scale of the need. Lean Impact offers bold ideas to reach audacious goals through customer insight, rapid experimentation and iteration, and a relentless pursuit of impact. Ann Mei Chang brings a unique perspective from across sectors, from her years as a tech executive in Silicon Valley to her most recent experience as the Chief Innovation Officer at USAID. She vividly illustrates the book with real stories from interviews with over 200 organizations across the US and around the world. Whether you are a nonprofit, social enterprise, triple bottom line company, foundation, government agency, philanthropist, impact investor, or simply donate your time and money, Lean Impact is an essential guide to maximizing social impact and scale.

Machine Learning and Knowledge Discovery in Databases

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Publisher : Springer Nature
ISBN 13 : 3030438236
Total Pages : 688 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Peggy Cellier

Download or read book Machine Learning and Knowledge Discovery in Databases written by Peggy Cellier and published by Springer Nature. This book was released on 2020-03-27 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Würzburg, Germany, in September 2019. The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with Knowledge Graphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019. The chapter "Supervised Human-guided Data Exploration" is published open access under a Creative Commons Attribution 4.0 International license (CC BY).

Social Sensing

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Publisher : Morgan Kaufmann
ISBN 13 : 0128011319
Total Pages : 232 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Social Sensing by : Dong Wang

Download or read book Social Sensing written by Dong Wang and published by Morgan Kaufmann. This book was released on 2015-04-17 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. Offers a unique interdisciplinary perspective bridging social networks, big data, cyber-physical systems, and reliability Presents novel theoretical foundations for assured social sensing and modeling humans as sensors Includes case studies and application examples based on real data sets Supplemental material includes sample datasets and fact-finding software that implements the main algorithms described in the book

Social Science Research

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Publisher : CreateSpace
ISBN 13 : 9781475146127
Total Pages : 156 pages
Book Rating : 4.1/5 (461 download)

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Book Synopsis Social Science Research by : Anol Bhattacherjee

Download or read book Social Science Research written by Anol Bhattacherjee and published by CreateSpace. This book was released on 2012-04-01 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.

Science as Social Knowledge

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Publisher : Princeton University Press
ISBN 13 : 0691209758
Total Pages : 274 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Science as Social Knowledge by : Helen E. Longino

Download or read book Science as Social Knowledge written by Helen E. Longino and published by Princeton University Press. This book was released on 2020-03-31 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conventional wisdom has it that the sciences, properly pursued, constitute a pure, value-free method of obtaining knowledge about the natural world. In light of the social and normative dimensions of many scientific debates, Helen Longino finds that general accounts of scientific methodology cannot support this common belief. Focusing on the notion of evidence, the author argues that a methodology powerful enough to account for theories of any scope and depth is incapable of ruling out the influence of social and cultural values in the very structuring of knowledge. The objectivity of scientific inquiry can nevertheless be maintained, she proposes, by understanding scientific inquiry as a social rather than an individual process. Seeking to open a dialogue between methodologists and social critics of the sciences, Longino develops this concept of "contextual empiricism" in an analysis of research programs that have drawn criticism from feminists. Examining theories of human evolution and of prenatal hormonal determination of "gender-role" behavior, of sex differences in cognition, and of sexual orientation, the author shows how assumptions laden with social values affect the description, presentation, and interpretation of data. In particular, Longino argues that research on the hormonal basis of "sex-differentiated behavior" involves assumptions not only about gender relations but also about human action and agency. She concludes with a discussion of the relation between science, values, and ideology, based on the work of Habermas, Foucault, Keller, and Haraway.

From Commodification to the Common Good

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Publisher : University of Pittsburgh Press
ISBN 13 : 0822987090
Total Pages : 402 pages
Book Rating : 4.8/5 (229 download)

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Book Synopsis From Commodification to the Common Good by : Hans Radder

Download or read book From Commodification to the Common Good written by Hans Radder and published by University of Pittsburgh Press. This book was released on 2019-08-16 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: The commodification of science—often identified with commercialization, or the selling of expertise and research results and the “capitalization of knowledge” in academia and beyond—has been investigated as a threat to the autonomy of science and academic culture and criticized for undermining the social responsibility of modern science. In From Commodification to the Common Good, Hans Radder revisits the commodification of the sciences from a philosophical perspective to focus instead on a potential alternative, the notion of public-interest science. Scientific knowledge, he argues, constitutes a common good only if it serves those affected by the issues at stake, irrespective of commercial gain. Scrutinizing the theory and practices of scientific and technological patenting, Radder challenges the legitimacy of commercial monopolies and the private appropriation and exploitation of research results. His book invites us to reevaluate established laws and to question doctrines and practices that may impede or even prohibit scientific research and social progress so that we might achieve real and significant transformations in service of the common good.

Rocking Qualitative Social Science

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Publisher : Stanford University Press
ISBN 13 : 1503628248
Total Pages : 398 pages
Book Rating : 4.5/5 (36 download)

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Book Synopsis Rocking Qualitative Social Science by : Ashley T. Rubin

Download or read book Rocking Qualitative Social Science written by Ashley T. Rubin and published by Stanford University Press. This book was released on 2021-08-03 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike other athletes, the rock climber tends to disregard established norms of style and technique, doing whatever she needs to do to get to the next foothold. This figure provides an apt analogy for the scholar at the center of this unique book. In Rocking Qualitative Social Science, Ashley Rubin provides an entertaining treatise, corrective vision, and rigorously informative guidebook for qualitative research methods that have long been dismissed in deference to traditional scientific methods. Recognizing the steep challenges facing many, especially junior, social science scholars who struggle to adapt their research models to narrowly defined notions of "right," Rubin argues that properly nourished qualitative research can generate important, creative, and even paradigm-shifting insights. This book is designed to help people conduct good qualitative research, talk about their research, and evaluate other scholars' work. Drawing on her own experiences in research and life, Rubin provides tools for qualitative scholars, synthesizes the best advice, and addresses the ubiquitous problem of anxiety in academia. Ultimately, this book argues that rigorous research can be anything but rigid.

Race, Racism, and Science

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Publisher : Rutgers University Press
ISBN 13 : 9780813537368
Total Pages : 428 pages
Book Rating : 4.5/5 (373 download)

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Book Synopsis Race, Racism, and Science by : John P. Jackson

Download or read book Race, Racism, and Science written by John P. Jackson and published by Rutgers University Press. This book was released on 2006 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the eighteenth century when natural historians created the idea of distinct racial categories, scientific findings on race have been a double-edged sword. For some antiracists, science holds the promise of one day providing indisputable evidence to help eradicate racism. On the other hand, science has been enlisted to promote racist beliefs ranging from a justification of slavery in the eighteenth century to the infamous twentieth-century book, The Bell Curve, whose authors argued that racial differences in intelligence resulted in lower test scores for African Americans. This well-organized, readable textbook takes the reader through a chronological account of how and why racial categories were created and how the study of "race" evolved in multiple academic disciplines, including genetics, psychology, sociology, and anthropology. In a bibliographic essay at the conclusion of each of the book's seven sections, the authors recommend primary texts that will further the reader's understanding of each topic. Heavily illustrated and enlivened with sidebar biographies, this text is ideal for classroom use.

Information Design for the Common Good

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Publisher : Bloomsbury Publishing
ISBN 13 : 1350117285
Total Pages : 216 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Information Design for the Common Good by : Courtney Marchese

Download or read book Information Design for the Common Good written by Courtney Marchese and published by Bloomsbury Publishing. This book was released on 2021-08-12 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the increasing altruistic impulse of the design community to address some of the world's most difficult problems including social, political, environmental, and global health causes at the local, national, and global scale. Each chapter strategically combines theory and practice to examine how to identify causes and locate accurate data, truth and integrity in information design, the information design/data visualization process, understanding audiences, crafting meaningful narratives, and measuring the impact of a design. A variety of international case studies and interviews with practitioners illustrate the challenges and impact of designing for social agendas. These range from traditional media outlets like The New York Times and The Guardian, popular science organizations like National Geographic and Scientific America, to health institutes like The World Health Organization and The Center for Disease Control. This book allows the novice information designer to create compelling human-centered information narratives which make a difference in our world.

Science as Social Existence

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Publisher : Open Book Publishers
ISBN 13 : 1783744138
Total Pages : 262 pages
Book Rating : 4.7/5 (837 download)

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Book Synopsis Science as Social Existence by : Jeff Kochan

Download or read book Science as Social Existence written by Jeff Kochan and published by Open Book Publishers. This book was released on 2017-12-18 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this bold and original study, Jeff Kochan constructively combines the sociology of scientific knowledge (SSK) with Martin Heidegger’s early existential conception of science. Kochan shows convincingly that these apparently quite different approaches to science are, in fact, largely compatible, even mutually reinforcing. By combining Heidegger with SSK, Kochan argues, we can explicate, elaborate, and empirically ground Heidegger’s philosophy of science in a way that makes it more accessible and useful for social scientists and historians of science. Likewise, incorporating Heideggerian phenomenology into SSK renders SKK a more robust and attractive methodology for use by scholars in the interdisciplinary field of Science and Technology Studies (STS). Kochan’s ground-breaking reinterpretation of Heidegger also enables STS scholars to sustain a principled analytical focus on scientific subjectivity, without running afoul of the orthodox subject-object distinction they often reject. Science as Social Existence is the first book of its kind, unfurling its argument through a range of topics relevant to contemporary STS research. These include the epistemology and metaphysics of scientific practice, as well as the methods of explanation appropriate to social scientific and historical studies of science. Science as Social Existence puts concentrated emphasis on the compatibility of Heidegger’s existential conception of science with the historical sociology of scientific knowledge, pursuing this combination at both macro- and micro-historical levels. Beautifully written and accessible, Science as Social Existence puts new and powerful tools into the hands of sociologists and historians of science, cultural theorists of science, Heidegger scholars, and pluralist philosophers of science.