| 书目名称 | Data Science and Social Research | | 副标题 | Epistemology, Method | | 编辑 | N. Carlo Lauro,Enrica Amaturo,Marina Marino | | 视频video | | | 概述 | Applies methods and techniques of data science to the social sciences.Provides extensive examples of new (big) data use in the social sciences.Discusses epistemological consequences of new data on soc | | 丛书名称 | Studies in Classification, Data Analysis, and Knowledge Organization | | 图书封面 |  | | 描述 | .This edited volume lays the groundwork for Social Data Science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. It presents data science techniques for the collection, analysis and use of both online and offline new (big) data in social research and related applications. Among others, the individual contributions cover topics like social media, learning analytics, clustering, statistical literacy, recurrence analysis and network analysis. .Data science is a multidisciplinary approach based mainly on the methods of statistics and computer science, and its aim is to develop appropriate methodologies for forecasting and decision-making in response to an increasingly complex reality often characterized by large amounts of data (big data) of various types (numeric, ordinal and nominal variables, symbolic data, texts, images, data streams, multi-way data, social networks etc.) and from diverse sources..This book presents selected papers from the international conference on Data Science & Social Research, held in Naples, Italy in February 2016, and will appeal to researchers in the social sciences working in acad | | 出版日期 | Conference proceedings 2017 | | 关键词 | data analysis in social sciences; data science and social sciences; data science; new data; textual anal | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-55477-8 | | isbn_softcover | 978-3-319-55476-1 | | isbn_ebook | 978-3-319-55477-8Series ISSN 1431-8814 Series E-ISSN 2198-3321 | | issn_series | 1431-8814 | | copyright | Springer International Publishing AG 2017 |
The information of publication is updating
|
|
发表于 2025-3-21 18:55:44
