{"product_id":"handbook-of-computational-social-science-for-policy-9783031166266","title":"Handbook of Computational Social Science for Policy","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eThis open-access handbook provides an introduction to Computational Social Science (CSS) and its applications for policy support. It explores how to analyze and model data using CSS techniques, such as big data, machine learning, and sentiment analysis, to address policy-relevant social science problems. The handbook is structured into three parts: foundational issues, methodological aspects, and applications in various social science areas. It aims to raise awareness of CSS and its potential to provide systematic impact to the policy cycle and improve the understanding of societal problems. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 490 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 25 January 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e \u003cp\u003eThis comprehensive handbook provides a comprehensive guide to analyzing and modeling data using Computational Social Science (CSS) for policy support. Despite the potential of CSS to significantly impact the policy cycle and enhance our understanding of societal problems, studies in this field have primarily been conducted on a small scale, limiting its ability to deliver systematic outcomes and improve policy understanding.\u003cbr\u003e\u003cbr\u003eThe primary objective of this handbook is to bridge this gap by exploring innovative approaches to data analysis and modeling for policy support. It advocates for the adoption of CSS solutions in policymaking by raising awareness of existing implementations in policy-relevant fields.\u003cbr\u003e\u003cbr\u003eThe book is organized into three parts:\u003cbr\u003e\u003cbr\u003ePart 1: Foundations explores key policymaking areas where CSS can provide valuable insights and information, including public policy, governance, data justice, and other ethical considerations.\u003cbr\u003e\u003cbr\u003ePart 2: Methodological Aspects delves into various computational methods and approaches, such as big data, machine learning, statistical learning, sentiment analysis, text mining, systems modeling, and network analysis. It addresses challenges related to modeling complexity, natural language processing, data validity, and innovation in official statistics.\u003cbr\u003e\u003cbr\u003ePart 3: Applications showcases the application of computational methods in various social science areas, including economics, sociology, demography, migration, climate change, epidemiology, geography, and disaster management. It highlights challenges and opportunities associated with CSS in these domains.\u003cbr\u003e\u003cbr\u003eThe target audience of this handbook encompasses scholars, researchers, policymakers, and practitioners interested in leveraging computational methods to address complex social problems and inform policy decisions. It serves as a valuable resource for those seeking to expand their knowledge and expertise in CSS and its applications to policy support.\u003cbr\u003e\u003cbr\u003eBy providing a comprehensive and accessible guide to CSS, this handbook contributes to the ongoing development of this field and its potential to drive positive social change.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 768g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 156 x 234 x 30 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031166266\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2023\u003c\/p\u003e","brand":"Shulph Ink","offers":[{"title":"Paperback \/ softback","offer_id":44270936785146,"sku":"9783031166266","price":29.88,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_e4e32508-2e78-4f82-931f-c24826fdab59.jpg?v=1686154279","url":"https:\/\/shulphink.com\/products\/handbook-of-computational-social-science-for-policy-9783031166266","provider":"Shulph Ink","version":"1.0","type":"link"}