Tracking Activity In Real Time With Google Trends
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Using The Google Places Api And Google Trends Data To Develop High Frequency Indicators Of Economic Activity
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Author : Mr. Paul A Austin
language : en
Publisher: International Monetary Fund
Release Date : 2021-12-17
Using The Google Places Api And Google Trends Data To Develop High Frequency Indicators Of Economic Activity written by Mr. Paul A Austin and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-17 with Business & Economics categories.
As the pandemic heigthened policymakers’ demand for more frequent and timely indicators to assess economic activities, traditional data collection and compilation methods to produce official indicators are falling short—triggering stronger interest in real time data to provide early signals of turning points in economic activity. In this paper, we examine how data extracted from the Google Places API and Google Trends can be used to develop high frequency indicators aligned to the statistical concepts, classifications, and definitions used in producing official measures. The approach is illustrated by use of Google data-derived indicators that predict well the GDP trajectories of selected countries during the early stage of COVID-19. To this end, we developed a methodological toolkit for national compilers interested in using Google data to enhance the timeliness and frequency of economic indicators.
Tracking Activity In Real Time With Google Trends
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Author : Nicolas Woloszko
language : en
Publisher:
Release Date : 2020
Tracking Activity In Real Time With Google Trends written by Nicolas Woloszko and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Oecd Compendium Of Productivity Indicators 2024
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2024-02-29
Oecd Compendium Of Productivity Indicators 2024 written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with categories.
This report presents a comprehensive overview of recent and longer-term trends in productivity levels and growth in OECD countries and selected G20 economies. The different chapters feature an analysis of latest developments in productivity, economic growth, sectoral reallocation, investment, labour productivity by firm size and labour income. This edition also includes a special chapter providing insights of productivity developments in 2023 based on experimental estimates for 38 OECD countries.
Artificial Intelligence And Green Computing
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Author : Najlae Idrissi
language : en
Publisher: Springer Nature
Release Date : 2023-11-03
Artificial Intelligence And Green Computing written by Najlae Idrissi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-03 with Technology & Engineering categories.
The main objective of this book is to explore the synergy between cutting-edge AI technologies and environmentally conscious practices through collecting best selected research papers presented at the International Conference on Artificial Intelligence and Green Computing (ICAIGC 2023), which took place from March 15 to 17, 2023, in Beni Mellal, Morocco. Within the pages of this book, readers find a wealth of research findings, survey works, and practical experiences aimed at fostering a comprehensive understanding of the pivotal role AI plays in various fields, including agriculture, health care, IT, and more. It highlights both the opportunities presented by the widespread usage of AI and the challenges associated with its continued advancement. As a result, the book has been divided into three parts: 1)- AI for multimedia processing, 2)- AI for distributed computing, and 3)- AI applications. The book serves as a comprehensive resource that brings together on-going research and practical experiences from the ICAIGC 2023 conference. It strives to deepen the understanding of the essential role AI plays in multiple fields. Whether you are an AI enthusiast, researcher, or practitioner, the insights contained within these pages expand your horizons and inspire further exploration of AI's potential in shaping a greener and more technologically advanced future.
Panel Nowcasting For Countries Whose Quarterly Gdps Are Unavailable
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Author : Omer Faruk Akbal
language : en
Publisher: International Monetary Fund
Release Date : 2023-08-04
Panel Nowcasting For Countries Whose Quarterly Gdps Are Unavailable written by Omer Faruk Akbal and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-04 with Business & Economics categories.
Quarterly GDP statistics facilitate timely economic assessment, but the availability of such data are limited for more than 60 developing economies, including about 20 countries in sub-Saharan Africa as well as more than two-thirds of fragile and conflict-affected states. To address this limited data availablity, this paper proposes a panel approach that utilizes a statistical relationship estimated from countries where data are available, to estimate quarterly GDP statistics for countries that do not publish such statistics by leveraging the indicators readily available for many countries. This framework demonstrates potential, especially when applied for similar country groups, and could provide valuable real-time insights into economic conditions supported by empirical evidence.
Oecd Digital Economy Outlook 2024 Volume 1 Embracing The Technology Frontier
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2024-05-14
Oecd Digital Economy Outlook 2024 Volume 1 Embracing The Technology Frontier written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-14 with categories.
The OECD Digital Economy Outlook 2024, Volume 1: Embracing the Technology Frontier provides new insights on key technologies that underpin the digital technology ecosystem and their impacts. Using big data and machine-learning techniques, Volume 1 provides new estimates of the growth rate of the ecosystem’s core – the information and communications technology (ICT) sector.
Intelligent Systems And Sustainable Computing
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Author : V. Sivakumar Reddy
language : en
Publisher: Springer Nature
Release Date : 2022-05-28
Intelligent Systems And Sustainable Computing written by V. Sivakumar Reddy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-28 with Technology & Engineering categories.
The book is a collection of best selected research papers presented at the International Conference on Intelligent Systems and Sustainable Computing (ICISSC 2021), held in School of Engineering, Malla Reddy University, Hyderabad, India, during 24–25 September 2021. The book covers recent research in intelligent systems, intelligent business systems, soft computing, swarm intelligence, artificial intelligence and neural networks, data mining & data warehousing, cloud computing, distributed computing, big data analytics, Internet of Things (IoT), machine learning, speech processing, sustainable high-performance systems, VLSI and embedded systems, image and video processing, and signal processing and communication.
Blockchain And Machine Learning For Iot Security
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Author : Mourade Azrour
language : en
Publisher: CRC Press
Release Date : 2024-02-09
Blockchain And Machine Learning For Iot Security written by Mourade Azrour and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-09 with Computers categories.
The Internet of Things (IoT) involves physical devices, cars, household appliances, and any other physical appliance equipped with sensors, software, and network connections to gather and communicate data. Nowadays, this technology is embedded in everything from simple smart devices, to wearable equipment, to complex industrial machinery and transportation infrastructures. On the other hand, IoT equipment has been designed without considering security issues. Consequently, there are many challenges in terms of protection against IoT threats, which can lead to distressing situations. In fact, unlike other technological solutions, there are few standards and guidelines governing the protection of IoT technology. Moreover, few users are aware of the risks associated with IoT systems. Hence, Blockchain and Machine Learning for IoT Security discusses various recent techniques and solutions related to IoT deployment, especially security and privacy. This book addresses a variety of subjects, including a comprehensive overview of the IoT, and covers in detail the security challenges at each layer by considering how both the architecture and underlying technologies are employed. As acknowledged experts in the field, the authors provide remediation solutions for impaired security, as well as mitigation methods, and offer both prevention and improvement suggestions. Key Features: Offers a unique perspective on IoT security by introducing Machine Learning and Blockchain solutions Presents a well-rounded overview of the most recent advances in IoT security and privacy Discusses practical solutions and real-world cases for IoT solutions in various areas Provides solutions for securing IoT against various threats Discusses Blockchain technology as a solution for IoT This book is designed to provide all the necessary knowledge for young researchers, academics, and industry professionals who want to understand the advantages of artificial intelligence technology, machine learning, data analysis methodology, and Blockchain for securing IoT technologies.
Large Language Models In Cybersecurity
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Author : Andrei Kucharavy
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
Large Language Models In Cybersecurity written by Andrei Kucharavy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Computers categories.
This open access book provides cybersecurity practitioners with the knowledge needed to understand the risks of the increased availability of powerful large language models (LLMs) and how they can be mitigated. It attempts to outrun the malicious attackers by anticipating what they could do. It also alerts LLM developers to understand their work's risks for cybersecurity and provides them with tools to mitigate those risks. The book starts in Part I with a general introduction to LLMs and their main application areas. Part II collects a description of the most salient threats LLMs represent in cybersecurity, be they as tools for cybercriminals or as novel attack surfaces if integrated into existing software. Part III focuses on attempting to forecast the exposure and the development of technologies and science underpinning LLMs, as well as macro levers available to regulators to further cybersecurity in the age of LLMs. Eventually, in Part IV, mitigation techniques that should allow safe and secure development and deployment of LLMs are presented. The book concludes with two final chapters in Part V, one speculating what a secure design and integration of LLMs from first principles would look like and the other presenting a summary of the duality of LLMs in cyber-security. This book represents the second in a series published by the Technology Monitoring (TM) team of the Cyber-Defence Campus. The first book entitled "Trends in Data Protection and Encryption Technologies" appeared in 2023. This book series provides technology and trend anticipation for government, industry, and academic decision-makers as well as technical experts.
Enabling Innovation Measurement At The Sub National Level
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Author : World Intellectual Property Organization
language : en
Publisher: WIPO
Release Date : 2024-07-08
Enabling Innovation Measurement At The Sub National Level written by World Intellectual Property Organization and has been published by WIPO this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-08 with Law categories.
Enabling Innovation Measurement at the Sub-National Level is part of the World Intellectual Property Organization’s (WIPO) Intellectual Property (IP) and Innovation Ecosystems Sector (IES) response to supporting member states wishing to develop their own complementary and mutually reinforcing sub-national innovation indices. Drawing on the Global Innovation Index (GII) framework WIPO is proceeding in two ways: 1) organizing workshops on the exchange of best practices, and 2) providing this study on sub-national innovation indices.