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Assessing policy effectiveness using AI and language models = applications for economic and social sustainability /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Assessing policy effectiveness using AI and language models/ by Chandrasekar Vuppalapati.
其他題名:	applications for economic and social sustainability /
作者:	Vuppalapati, Chandrasekar.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xxi, 467 p. :ill., digital ;24 cm.
內容註:	Chapter 1: Introduction -- Chapter 2 : Natural Language Models -- Chapter 3: Large Language Models -- Chapter 4 : Macroeconomic Indicators, Aggregates, and Framework -- Chapter 5 : Economic Sustainability -- Chapter 6 : Social Sustainability -- Chapter 7: Conclusion.
Contained By:	Springer Nature eBook
標題:	Communication policy. -
電子資源:	https://doi.org/10.1007/978-3-031-56097-2
ISBN:	9783031560972

Assessing policy effectiveness using AI and language models = applications for economic and social sustainability /
Vuppalapati, Chandrasekar.

Assessing policy effectiveness using AI and language modelsapplications for economic and social sustainability /[electronic resource] :by Chandrasekar Vuppalapati. - Cham :Springer Nature Switzerland :2024. - xxi, 467 p. :ill., digital ;24 cm. - International series in operations research & management science,v. 3542214-7934 ;. - International series in operations research & management science ;v. 354..

Chapter 1: Introduction -- Chapter 2 : Natural Language Models -- Chapter 3: Large Language Models -- Chapter 4 : Macroeconomic Indicators, Aggregates, and Framework -- Chapter 5 : Economic Sustainability -- Chapter 6 : Social Sustainability -- Chapter 7: Conclusion.

This volume uses advanced machine learning techniques to analyze government communication to evaluate policy effectiveness. The book develops policy effectiveness foundation models by cohorting historical budget policies with statistical models which are built on well reputed data sources including economic events, macroeconomic trends, and ratings and commerce terms from international institutions. By signal mining policies to the economic outcome patterns, the book aims to create a rich source of successful policy insights in terms of their effectiveness in bringing development to the poor and underserved communities to ensure the spread of wealth, social wellbeing, and standard of living to the common denomination of society rather than a selected quotient. Enabling academics and practitioners across disciplines to develop applications for effective policy interventions, this volume will be of interest to a wide audience including software engineers, data scientists, social scientists, economists, and agriculture practitioners.

ISBN: 9783031560972

Standard No.: 10.1007/978-3-031-56097-2doiSubjects--Topical Terms:

715437
Communication policy.

LC Class. No.: P95.8

Dewey Class. No.: 302.23

Assessing policy effectiveness using AI and language models = applications for economic and social sustainability /
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