Data Analytics Initiatives

Data Analytics Initiatives
Author: Ondřej Bothe
Publisher: CRC Press
Total Pages: 169
Release: 2022-04-20
Genre: Computers
ISBN: 1000629341

The categorisation of analytical projects could help to simplify complexity reasonably and, at the same time, clarify the critical aspects of analytical initiatives. But how can this complex work be categorized? What makes it so complex? Data Analytics Initiatives: Managing Analytics for Success emphasizes that each analytics project is different. At the same time, analytics projects have many common aspects, and these features make them unique compared to other projects. Describing these commonalities helps to develop a conceptual understanding of analytical work. However, features specific to each initiative affects the entire analytics project lifecycle. Neglecting them by trying to use general approaches without tailoring them to each project can lead to failure. In addition to examining typical characteristics of the analytics project and how to categorise them, the book looks at specific types of projects, provides a high-level assessment of their characteristics from a risk perspective, and comments on the most common problems or challenges. The book also presents examples of questions that could be asked of relevant people to analyse an analytics project. These questions help to position properly the project and to find commonalities and general project challenges.

The State of Open Data

The State of Open Data
Author: Davies, Tim
Publisher: African Minds
Total Pages: 590
Release: 2019-05-22
Genre: Social Science
ISBN: 1928331955

It’s been ten years since open data first broke onto the global stage. Over the past decade, thousands of programmes and projects around the world have worked to open data and use it to address a myriad of social and economic challenges. Meanwhile, issues related to data rights and privacy have moved to the centre of public and political discourse. As the open data movement enters a new phase in its evolution, shifting to target real-world problems and embed open data thinking into other existing or emerging communities of practice, big questions still remain. How will open data initiatives respond to new concerns about privacy, inclusion, and artificial intelligence? And what can we learn from the last decade in order to deliver impact where it is most needed? The State of Open Data brings together over 60 authors from around the world to address these questions and to take stock of the real progress made to date across sectors and around the world, uncovering the issues that will shape the future of open data in the years to come.

Governance Models for Creating Public Value in Open Data Initiatives

Governance Models for Creating Public Value in Open Data Initiatives
Author: Manuel Pedro Rodríguez Bolívar
Publisher: Springer
Total Pages: 181
Release: 2019-05-07
Genre: Political Science
ISBN: 3030144461

This book relies on the conceptual model of Open Government (OG), focusing on transparency and, concretely, in open data initiatives at the local government context with the aim of improving participation and collaboration. Most Open Government models are centered on three pillars: transparency, participation and collaboration. Transparency is a crucial ingredient of OG and, applied to data openness means to ensure that the data are well known, comprehensible, easily accessible and open to all. new governance models based on different open data models have not been proposed up to now. The chapter authors seek to contribute recent research to the discussion on governance models of open data initiatives to support Open Governments with the aim of creating public value. It includes both theoretical and empirical studies on governments models in open data initiatives.

Ninth Review of the International Monetary Fund’s Data Standards Initiatives

Ninth Review of the International Monetary Fund’s Data Standards Initiatives
Author: International Monetary Fund
Publisher: International Monetary Fund
Total Pages: 51
Release: 2015-08-04
Genre: Computers
ISBN: 1498344771

The International Monetary Fund’s Executive Board regularly reviews progress and developments under the Data Standards Initiatives. The last review—Eighth Review—undertaken in February 2012 introduced the Special Data Dissemination Standard (SDDS) Plus. In light of the long experience under the Data Standards Initiatives established in the mid-1990s, this review takes a longer term retrospective on what has been achieved so far, and highlights some of the lessons learned. What is evident is the contrast between the progress of countries with more advanced dissemination practices (SDDS and SDDS Plus), and the slow pace of improvement under the General Data Dissemination System (GDDS).

Big Data Meets Survey Science

Big Data Meets Survey Science
Author: Craig A. Hill
Publisher: John Wiley & Sons
Total Pages: 784
Release: 2020-09-29
Genre: Social Science
ISBN: 1118976320

Offers a clear view of the utility and place for survey data within the broader Big Data ecosystem This book presents a collection of snapshots from two sides of the Big Data perspective. It assembles an array of tangible tools, methods, and approaches that illustrate how Big Data sources and methods are being used in the survey and social sciences to improve official statistics and estimates for human populations. It also provides examples of how survey data are being used to evaluate and improve the quality of insights derived from Big Data. Big Data Meets Survey Science: A Collection of Innovative Methods shows how survey data and Big Data are used together for the benefit of one or more sources of data, with numerous chapters providing consistent illustrations and examples of survey data enriching the evaluation of Big Data sources. Examples of how machine learning, data mining, and other data science techniques are inserted into virtually every stage of the survey lifecycle are presented. Topics covered include: Total Error Frameworks for Found Data; Performance and Sensitivities of Home Detection on Mobile Phone Data; Assessing Community Wellbeing Using Google Street View and Satellite Imagery; Using Surveys to Build and Assess RBS Religious Flag; and more. Presents groundbreaking survey methods being utilized today in the field of Big Data Explores how machine learning methods can be applied to the design, collection, and analysis of social science data Filled with examples and illustrations that show how survey data benefits Big Data evaluation Covers methods and applications used in combining Big Data with survey statistics Examines regulations as well as ethical and privacy issues Big Data Meets Survey Science: A Collection of Innovative Methods is an excellent book for both the survey and social science communities as they learn to capitalize on this new revolution. It will also appeal to the broader data and computer science communities looking for new areas of application for emerging methods and data sources.

Enhancing Access to and Sharing of Data Reconciling Risks and Benefits for Data Re-use across Societies

Enhancing Access to and Sharing of Data Reconciling Risks and Benefits for Data Re-use across Societies
Author: OECD
Publisher: OECD Publishing
Total Pages: 138
Release: 2019-11-26
Genre:
ISBN: 9264660658

This report examines the opportunities of enhancing access to and sharing of data (EASD) in the context of the growing importance of artificial intelligence and the Internet of Things. It discusses how EASD can maximise the social and economic value of data re-use and how the related risks and challenges can be addressed. It highlights the trade-offs, complementarities and possible unintended consequences of policy action – and inaction. It also provides examples of EASD approaches and policy initiatives in OECD countries and partner economies.

Applying Business Intelligence Initiatives in Healthcare and Organizational Settings

Applying Business Intelligence Initiatives in Healthcare and Organizational Settings
Author: Miah, Shah J.
Publisher: IGI Global
Total Pages: 402
Release: 2018-07-13
Genre: Business & Economics
ISBN: 1522557199

Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Applying Business Intelligence Initiatives in Healthcare and Organizational Settings incorporates emerging concepts, methods, models, and relevant applications of business intelligence systems within problem contexts of healthcare and other organizational boundaries. Featuring coverage on a broad range of topics such as rise of embedded analytics, competitive advantage, and strategic capability, this book is ideally designed for business analysts, investors, corporate managers, and entrepreneurs seeking to advance their understanding and practice of business intelligence.

Democratizing Our Data

Democratizing Our Data
Author: Julia Lane
Publisher: MIT Press
Total Pages: 187
Release: 2021-10-19
Genre: Political Science
ISBN: 0262542749

A wake-up call for America to create a new framework for democratizing data. Public data are foundational to our democratic system. People need consistently high-quality information from trustworthy sources. In the new economy, wealth is generated by access to data; government's job is to democratize the data playing field. Yet data produced by the American government are getting worse and costing more. In Democratizing Our Data, Julia Lane argues that good data are essential for democracy. Her book is a wake-up call to America to fix its broken public data system.

Sixth Review of the Fund's Data Standards Initiatives

Sixth Review of the Fund's Data Standards Initiatives
Author: International Monetary Fund. Statistics Dept.
Publisher: International Monetary Fund
Total Pages: 53
Release: 2005-01-07
Genre: Computers
ISBN: 1498331459

The Data Standards Initiatives, the SDDS and the GDDS, have achieved the goals the Executive Board set in its Fifth Review of July 2003. The staff sees the next three years as a period of consolidating these gains by maintaining the credibility of the SDDS through improved monitoring of countries’ observance of its requirements, and further integrating both the SDDS and GDDS under the Fund’s Data Quality Program (DQP) by aligning their structure with the Fund’s Data Quality Assessment Framework (DQAF). The staff proposes to include no new data categories in the SDDS and GDDS. Instead, the staff proposes to deepen descriptive information on how countries cover oil and gas activities and products in selected existing data categories.

Proliferation of Open Government Initiatives and Systems

Proliferation of Open Government Initiatives and Systems
Author: Kok, Ayse
Publisher: IGI Global
Total Pages: 249
Release: 2018-01-05
Genre: Political Science
ISBN: 1522549889

As is true in most aspects of daily life, the expansion of government in the modern era has included a move to a technologically-based system. A method of evaluation for such online governing systems is necessary for effective political management worldwide. Proliferation of Open Government Initiatives and Systems is an essential scholarly publication that analyzes open government data initiatives to evaluate the impact and value of such structures. Featuring coverage on a broad range of topics including collaborative governance, civic responsibility, and public financial management, this publication is geared toward academicians and researchers seeking current, relevant research on the evaluation of open government data initiatives.