Data Science for Social Good

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Author :
Publisher : Springer
ISBN 13 : 9783030789848
Total Pages : 99 pages
Book Rating : 4.7/5 (898 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. This book was released on 2021-10-14 with total page 99 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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Author :
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.

Operations Research for Social Good

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Author :
Publisher : SAS Institute
ISBN 13 : 1955977852
Total Pages : 142 pages
Book Rating : 4.9/5 (559 download)

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Book Synopsis Operations Research for Social Good by : Natalia Summerville

Download or read book Operations Research for Social Good written by Natalia Summerville and published by SAS Institute. This book was released on 2023-10-12 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advance your knowledge of operations research and social good! Recent technological developments allow data analytics practitioners to solve large problems better and faster with state-of-the-art artificial intelligence (AI) tools. At the same time, humanity faces overarching challenges such as the climate crisis, child malnutrition, systemic racism, and global pandemics, among others. Operations Research for Social Good: A Practitioner’s Introduction Using SAS and Python showcases operations research (OR) methodologies typically required in engineering curricula to applications targeted to make this world a better place. Designed for data scientists, analytics and operations research practitioners, and graduate-level students interested in learning optimization modeling with applied use cases, this book provides the skills to model and solve OR problems with both SAS and Python as well as practical tools and tips to bridge the gap between academic learning and real-world implementations based on Data4Good initiatives.

Applying Computational Intelligence for Social Good

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Author :
Publisher : Elsevier
ISBN 13 : 0323885454
Total Pages : 288 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Applying Computational Intelligence for Social Good by :

Download or read book Applying Computational Intelligence for Social Good written by and published by Elsevier. This book was released on 2024-01-14 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: There’s no denying that CI is on its way to change the world as we know it. There are various social domains such as Environment, Education, Information Security, Healthcare, Crisis Response, Human Behavior and Bias, Disaster Management, Industrial management and most recently Epidemics and Outbreaks are highly in need of Intelligent Technologies to address their issues. This book presents the views on how Computational Intelligent and ICT technologies can be applied to ease or solve social problems by sharing examples of research results from studies of social anxiety, environmental issues, mobility of the disabled, and problems in social safety. As with most changes in life, there will be positive and negative impacts on society as artificial intelligence continues to transform the world, we live in. With the idea of future scope in research, the book focuses on the challenges that might be faced (and we should be thinking about how to address them now) as well as several of the positive impacts artificial intelligence will have on society. Explores a number of key themes, including self-organization, complex adaptive systems, and emergent computation for solving socially relevant problems Focuses on Forecasting applications, Human Behavior and Critics response analysis in social forums, Healthcare monitoring Systems, Disaster Management, Industrial management, and most recently, Epidemics and Outbreaks Brings together many different aspects of the current research on intelligence technologies, such as neural networks, support vector machines, fuzzy logic, and evolutionary computation

Data Science for Social Good

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Author :
Publisher :
ISBN 13 : 9783030789862
Total Pages : 0 pages
Book Rating : 4.7/5 (898 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 . This book was released on 2021 with total page 0 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.

Data for Social Good

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Author :
Publisher : Springer Nature
ISBN 13 : 9811955549
Total Pages : 140 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Data for Social Good by : Jane Farmer

Download or read book Data for Social Good written by Jane Farmer and published by Springer Nature. This book was released on 2022-10-29 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides practical guidance for non-profits and community sector organisations about how to get started with data analytics projects using their own organisations’ datasets and open public data. The book shares best practices on collaborative social data projects and methodology. For researchers, the work offers a playbook for partnering with community organisations in data projects for public good and gives worked examples of projects of various sizes and complexity.

Morality : Its Nature and Justification

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Publisher : Oxford University Press, USA
ISBN 13 : 0198028598
Total Pages : 457 pages
Book Rating : 4.1/5 (98 download)

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Book Synopsis Morality : Its Nature and Justification by : Bernard Gert Stone Professor of Intellectual and Moral Philosophy

Download or read book Morality : Its Nature and Justification written by Bernard Gert Stone Professor of Intellectual and Moral Philosophy and published by Oxford University Press, USA. This book was released on 1998-07-31 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bernard Gert's classic work Morality, in which he argues his distinctive and comprehensive moral theory, is now in its sixth edition. Gert argues that morality is an informal system that does not provide answers to every moral question but does always limit the range of morally acceptable options and so explains why some moral questions cannot be resolved. Gert describes the two-step procedure that is used in moral decisions and judgments, and he shows that moral rules cannot be understood independently of the system in which they are embedded. Although his moral theory is sophisticated, it is presented with a clarity that will appeal to undergraduate and graduate students alike, as well as anyone with a general interest in applied ethics. In this new edition, Gert perfects the consistency of his views by presenting his argument in greater detail; he also revises the text in light of a critical book and two symposia dedicated to his theory that have surfaced since the book's last publication. This is the definitive edition to the work that has received so much attention and acclaim.

Workshop Proceedings of the 13th International AAAI Conference on Web and Social Media

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2889639118
Total Pages : 118 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Workshop Proceedings of the 13th International AAAI Conference on Web and Social Media by : Emilio Zagheni

Download or read book Workshop Proceedings of the 13th International AAAI Conference on Web and Social Media written by Emilio Zagheni and published by Frontiers Media SA. This book was released on 2020-07-31 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistics for Empowerment and Social Engagement

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Publisher : Springer Nature
ISBN 13 : 3031207483
Total Pages : 621 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Statistics for Empowerment and Social Engagement by : Jim Ridgway

Download or read book Statistics for Empowerment and Social Engagement written by Jim Ridgway and published by Springer Nature. This book was released on 2023-03-10 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: “This book is a remarkable achievement” Gerd Gigerenzer This book offers practical approaches to working in a new field of knowledge - Civic Statistics - which sets out to engage with, and overcome well documented and long-standing problems in teaching quantitative skills. The book includes 23 peer-reviewed chapters, written in coordination by an international group of experts from ten countries. The book aims to support and enhance the work of teachers and lecturers working both at the high school and tertiary (university) levels. It is designed to promote and improve the critical understanding of quantitative evidence relevant to burning social issues – such as epidemics, climate change, poverty, migration, natural disasters, inequality, employment, and racism. Effective citizen engagement with social issues requires active participation and a broad understanding of data and statistics about societal issues. However, many statistics curricula are not designed to teach relevant skills nor to improve learners' statistical literacy. Evidence about social issues is provided to the public via print and digital media, official statistics offices, and other information channels, and a great deal of data is accessible both as aggregated summaries and as individual records. Chapters illustrate the approaches needed to teach and promote the knowledge, skills, dispositions, and enabling processes associated with critical understanding of Civic Statistics presented in many forms. These include: statistical analysis of authentic multivariate data; use of dynamic data visualisations; deconstructing texts about the social and economic well-being of societies and communities. Chapters discuss: the development of curricula and educational resources; use of emerging technologies and visualizations; preparation of teachers and teaching approaches; sources for relevant datasets and rich texts about Civic Statistics; ideas regarding future research, assessment, collaborations between different stakeholders; and other systemic issues.

Smart Objects and Technologies for Social Good

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Publisher : Springer Nature
ISBN 13 : 3030914216
Total Pages : 319 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Smart Objects and Technologies for Social Good by : Ivan Miguel Pires

Download or read book Smart Objects and Technologies for Social Good written by Ivan Miguel Pires and published by Springer Nature. This book was released on 2021-12-02 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 7th EAI International Conference on Smart Objects and Technologies for social Good, GOODTECHS 2021, held in September 2021. Due to COVID-19 pandemic the conference was held virtually. The 24 full papers presented were selected from 53 submissions and issue design, implementation, deployment, operation, and evaluation of smart objects and technologies for social good. Social goods are products and services provided through private enterprises, government, or non-profit institutions and are related to healthcare, safety, sports, environment, democracy, computer science, and human rights. The papers are arranged in tracks on machine learning; IoT; social considerations of technology; technology and ageing; healthcare.

Big Data Research for Social Sciences and Social Impact

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Publisher : MDPI
ISBN 13 : 3039282204
Total Pages : 416 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Big Data Research for Social Sciences and Social Impact by : Miltiadis D. Lytras

Download or read book Big Data Research for Social Sciences and Social Impact written by Miltiadis D. Lytras and published by MDPI. This book was released on 2020-03-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new era of innovation is enabled by the integration of social sciences and information systems research. In this context, the adoption of Big Data and analytics technology brings new insight to the social sciences. It also delivers new, flexible responses to crucial social problems and challenges. We are proud to deliver this edited volume on the social impact of big data research. It is one of the first initiatives worldwide analyzing of the impact of this kind of research on individuals and social issues. The organization of the relevant debate is arranged around three pillars: Section A: Big Data Research for Social Impact: • Big Data and Their Social Impact; • (Smart) Citizens from Data Providers to Decision-Makers; • Towards Sustainable Development of Online Communities; • Sentiment from Online Social Networks; • Big Data for Innovation. Section B. Techniques and Methods for Big Data driven research for Social Sciences and Social Impact: • Opinion Mining on Social Media; • Sentiment Analysis of User Preferences; • Sustainable Urban Communities; • Gender Based Check-In Behavior by Using Social Media Big Data; • Web Data-Mining Techniques; • Semantic Network Analysis of Legacy News Media Perception. Section C. Big Data Research Strategies: • Skill Needs for Early Career Researchers—A Text Mining Approach; • Pattern Recognition through Bibliometric Analysis; • Assessing an Organization’s Readiness to Adopt Big Data; • Machine Learning for Predicting Performance; • Analyzing Online Reviews Using Text Mining; • Context–Problem Network and Quantitative Method of Patent Analysis. Complementary social and technological factors including: • Big Social Networks on Sustainable Economic Development; Business Intelligence.

Teaching and Learning Online

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Author :
Publisher : IAP
ISBN 13 :
Total Pages : 446 pages
Book Rating : 4.8/5 (873 download)

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Book Synopsis Teaching and Learning Online by : Franklin S. Allaire

Download or read book Teaching and Learning Online written by Franklin S. Allaire and published by IAP. This book was released on 2023-01-01 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science is unique among the disciplines since it is inherently hands-on. However, the hands-on nature of science instruction also makes it uniquely challenging when teaching in virtual environments. How do we, as science teachers, deliver high-quality experiences to secondary students in an online environment that leads to age/grade-level appropriate science content knowledge and literacy, but also collaborative experiences in the inquiry process and the nature of science? The expansion of online environments for education poses logistical and pedagogical challenges for early childhood and elementary science teachers and early learners. Despite digital media becoming more available and ubiquitous and increases in online spaces for teaching and learning (Killham et al., 2014; Wong et al., 2018), PreK-12 teachers consistently report feeling underprepared or overwhelmed by online learning environments (Molnar et al., 2021; Seaman et al., 2018). This is coupled with persistent challenges related to elementary teachers’ lack of confidence and low science teaching self-efficacy (Brigido, Borrachero, Bermejo, & Mellado, 2013; Gunning & Mensah, 2011). Teaching and Learning Online: Science for Secondary Grade Levels comprises three distinct sections: Frameworks, Teacher’s Journeys, and Lesson Plans. Each section explores the current trends and the unique challenges facing secondary teachers and students when teaching and learning science in online environments. All three sections include alignment with Next Generation Science Standards, tips and advice from the authors, online resources, and discussion questions to foster individual reflection as well as small group/classwide discussion. Teacher’s Journeys and Lesson Plan sections use the 5E model (Bybee et al., 2006; Duran & Duran, 2004). Ideal for undergraduate teacher candidates, graduate students, teacher educators, classroom teachers, parents, and administrators, this book addresses why and how teachers use online environments to teach science content and work with elementary students through a research-based foundation.

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.

Proceedings of the 2000 Academy of Marketing Science (AMS) Annual Conference

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Publisher : Springer
ISBN 13 : 3319118854
Total Pages : 489 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Proceedings of the 2000 Academy of Marketing Science (AMS) Annual Conference by : Harlan E. Spotts

Download or read book Proceedings of the 2000 Academy of Marketing Science (AMS) Annual Conference written by Harlan E. Spotts and published by Springer. This book was released on 2014-11-05 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Founded in 1971, the Academy of Marketing Science is an international organization dedicated to promoting timely explorations of phenomena related to the science of marketing in theory, research, and practice. Among its services to members and the community at large, the Academy offers conferences, congresses and symposia that attract delegates from around the world. Presentations from these events are published in this Proceedings series, which offers a comprehensive archive of volumes reflecting the evolution of the field. Volumes deliver cutting-edge research and insights, complimenting the Academy’s flagship journals, the Journal of the Academy of Marketing Science (JAMS) and AMS Review. Volumes are edited by leading scholars and practitioners across a wide range of subject areas in marketing science. This volume includes the full proceedings from the 2000 Academy of Marketing Science (AMS) Annual Conference held in Montreal, Canada.

The Future of Human Service Organizational & Management Research

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Author :
Publisher : Routledge
ISBN 13 : 1000069656
Total Pages : 359 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis The Future of Human Service Organizational & Management Research by : Bowen McBeath

Download or read book The Future of Human Service Organizational & Management Research written by Bowen McBeath and published by Routledge. This book was released on 2020-09-10 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides panoramic overviews of critical human service organizational and management practice challenges, as well as new and needed research frontiers. The Future of Human Service Organizational & Management Research: Navigating Complex Frontiers invites researchers, educators, and practitioners to explore: the intersection of the complex environment of public and private human service organizations; and the rise and uncertain effects of new developments in social work, public policy and public management, and other helping professions. The contributors identify how future generations of macro practitioners and scholar-researchers can: Improve service delivery and program effectiveness; Implement evidence-based practices and evidence-informed practices; Promote leadership and social innovation; Build linkages across micro, meso, and macro levels of practice; Train organizational leaders and educate practitioners; and Advocate for more socially just visions of social welfare and society. This edited collection argues that human service organizational and management practice and research are needed to support new discoveries in social welfare, social work, and related professions. This book was originally published as a special issue of the journal, Human Service Organizations: Management, Leadership & Governance.

Case Studies in Applied Bayesian Data Science

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Publisher : Springer Nature
ISBN 13 : 3030425533
Total Pages : 415 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Case Studies in Applied Bayesian Data Science by : Kerrie L. Mengersen

Download or read book Case Studies in Applied Bayesian Data Science written by Kerrie L. Mengersen and published by Springer Nature. This book was released on 2020-05-28 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting a range of substantive applied problems within Bayesian Statistics along with their Bayesian solutions, this book arises from a research program at CIRM in France in the second semester of 2018, which supported Kerrie Mengersen as a visiting Jean-Morlet Chair and Pierre Pudlo as the local Research Professor. The field of Bayesian statistics has exploded over the past thirty years and is now an established field of research in mathematical statistics and computer science, a key component of data science, and an underpinning methodology in many domains of science, business and social science. Moreover, while remaining naturally entwined, the three arms of Bayesian statistics, namely modelling, computation and inference, have grown into independent research fields. While the research arms of Bayesian statistics continue to grow in many directions, they are harnessed when attention turns to solving substantive applied problems. Each such problem set has its own challenges and hence draws from the suite of research a bespoke solution. The book will be useful for both theoretical and applied statisticians, as well as practitioners, to inspect these solutions in the context of the problems, in order to draw further understanding, awareness and inspiration.

Roundtable on Data Science Postsecondary Education

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Publisher : National Academies Press
ISBN 13 : 0309677734
Total Pages : 223 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Roundtable on Data Science Postsecondary Education by : National Academies of Sciences, Engineering, and Medicine

Download or read book Roundtable on Data Science Postsecondary Education written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-09-02 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Established in December 2016, the National Academies of Sciences, Engineering, and Medicine's Roundtable on Data Science Postsecondary Education was charged with identifying the challenges of and highlighting best practices in postsecondary data science education. Convening quarterly for 3 years, representatives from academia, industry, and government gathered with other experts from across the nation to discuss various topics under this charge. The meetings centered on four central themes: foundations of data science; data science across the postsecondary curriculum; data science across society; and ethics and data science. This publication highlights the presentations and discussions of each meeting.