We have developed an innovative GDP forecasting application based on Explainable Machine Learning (XML). It allows users to generate accurate and explicable economic forecasts from data sets with multivariate time-series. The application displays novel prediction changes for temporally ordered variable values, which largely increases the ability to explain predictions. It also includes a hybrid machine learning (ML) model that seamlessly combines all algorithms which outperform Sweden's National…
Innovation Tag: Data
Marea Digital allows citizens to report local problems to the government, as well as local initiatives that are working for the communities’ well-being. Contrary to similar kind of initiatives, it’s innovative because it uses tech to allow the citizens to aggregate data about their communities’ problems, but also includes an offline strategy for the local government to design solutions with the citizens to solve the problems reported, fostering dialogue and collaboration to solve…
Case Study
Trusted Official Statistics for Good Governance and Evidence Based Decision Making in Vanuatu
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The Parliament of Vanuatu has struggled to fulfil its legislative, budget, oversight, and representation functions due to limited capacity to utilise trusted statistics. The Vanuatu Bureau of Statistics addressed this capacity gap through targeted training with Members of Parliament (MPs) and parliamentary civil servants to improve policy making. This is the first focused effort in Vanuatu to introduce data for sustainable development monitoring to MPs with the aim of enhancing good governance.
Survey figures spoke an alarming truth about a lack of awareness in the public of the risks of the flu and Covid-19, especially when they were circulating at the same time, alongside the essential protection that the vaccines provide. This meant that there was a need for a tool that provided instant access to a trusted voice (the NHS) to cut through misinformation and confusion caused online and to encourage vaccination. The 'NHS Winter Vaccines Virtual Helper' was developed to become that tool.
As part of a comprehensive strategy for the Digital Transformation of Health services in Greece, IDIKA which is a supervised body of the Ministry of Digital Governance, developed the myHealth mobile application. Via myHealth mobile app, citizens have access to their health data. MyHealth app introduces a set of modern health services to Greek citizens, reduces bureaucracy, ensures transparency, and lays the foundations for the development of new health and social security digital services.
Engativa's Town Hall developed “miengativapp”, a web-type application that was implemented to support process management. It was implemented because of the pandemic as a tool to manage the office remotely. It benefits around 300 professionals in the development of their work, creating agility, organization, and transparency in information handling, paired with a unique approach to public administration in the city at a local level.
My High School Portal is dedicated to all services related to completing primary education and enrollment in secondary education. It enables parents to perform all activities paperless online, while previously they had to go to 7 different places. This year, it provided electronic service for 67,000 pupils and parents, who completed all essential steps of the final examination from primary education, applying for enrolment tests, accessing results and performing enrolment, entirely online.
The inability to interoperate between different information technology (IT) systems has urged the Cambodian government to develop Cambodia Data eXchange (CamDX). CamDX is a unified yet decentralized data exchange layer between IT systems which offers a secure way to provide and consume services, ensures confidentiality, integrity and interoperability between many different data exchange parties. Whether you are a service consumer or provider, you benefit from CamDX in one way or another.
In order to solve the problem of waste accumulation in the city of Nablus, an application was created for drivers of cars affiliated with the Solid Waste Department of Palestine. Many areas in Palestine face the challenge of accumulation of waste in commercial areas, which affects citizens who use the area, and causes traffic congestion during the waste collection process due to the lack of specific paths that take into account the shortest road, priority streets, and waste collection times. The…
With the aim of improving the experience and the quality of responses to requests, the Government of Buenos Aires unified its existing channels, working under the omnichannel criteria, and in February 2019, a responsive and helpful chatbot arrived on WhatsApp: Boti. The chatbot has achieved a record of 11 million conversations in January 2022 and a monthly average of 5 million. It has become a preferred channel for citizens in Buenos Aires when it comes to managing procedures, requests and…