New Frontiers in Textual Data Analysis

Giordano, Giuseppe, Misuraca, Michelangelo

New Frontiers in Textual Data Analysis
  • 出版商: Springer
  • 出版日期: 2024-09-24
  • 售價: $7,010
  • 貴賓價: 9.5 折 $6,660
  • 語言: 英文
  • 頁數: 395
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031559169
  • ISBN-13: 9783031559167
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

This volume presents a selection of articles which explore methodological and applicative aspects of textual data analysis. Divided into four parts, it begins by focusing on statistical methods, and then moves on to problems in quantitative language processing. After discussing the challenging task of text mining in relation to emotional and sentiment analyses, the book concludes with a collection of studies in the social sciences and public health which apply textual data analysis methods.
The refereed contributions were originally presented at the 16th International Conference on Statistical Analysis of Textual Data (JADT 2022), which took place in Naples, Italy, on July 6-8, 2022. The biennial JADT meeting discusses theories, problems, and practical uses of textual data analysis in various fields, sharing a quantitative approach to the study of lexical, textual, pragmatic or discursive features of information expressed in natural language.

商品描述(中文翻譯)

本書收錄了一系列探討文本數據分析方法和應用方面的文章。分為四個部分，首先聚焦於統計方法，然後轉向量化語言處理中的問題。在討論與情感和情緒分析相關的文本挖掘的挑戰性任務之後，本書以應用文本數據分析方法於社會科學和公共衛生領域的研究集合作為結尾。

這些經過審查的貢獻最初是在2022年7月6日至8日於意大利那不勒斯舉行的第16屆國際文本數據統計分析會議（JADT 2022）上發表的。這個兩年一度的JADT會議討論了在各個領域中對文本數據分析的理論、問題和實際應用，共享對自然語言中表達的詞彙、文本、語用或話語特徵的量化研究方法。

作者簡介

Giuseppe Giordano is an Associate Professor of Statistics at the Department of Political and Social Studies, University of Salerno, Italy. He teaches Statistics and Analytics for the Social Sciences. His research interests are mainly in Multidimensional Data Analysis, Social Network Analysis, and Analysis of Complex Data Structures with a focus on real problems emerging in several applicative fields.

Michelangelo Misuraca is an Associate Professor of Statistics for Social Sciences at the Department of Business Administration and Law, University of Calabria, Italy. He teaches Statistics for Social Sciences and Textual Statistics at the University of Calabria and at the University of Naples Federico II. He is a fellow of the Italian Statistical Society (SIS) and of the Royal Statistical Society (RSS). His primary research interests are in the domain of Text Mining and Social Media Mining

作者簡介(中文翻譯)

Giuseppe Giordano是義大利薩蘭諾大學政治與社會研究系的統計學副教授。他教授社會科學的統計學和分析學。他的研究興趣主要集中在多維數據分析、社會網絡分析和複雜數據結構分析，並關注多個應用領域中出現的實際問題。

Michelangelo Misuraca是義大利卡拉布里亞大學工商管理與法律系的社會科學統計學副教授。他在卡拉布里亞大學和那不勒斯大學費德里科二世的大學教授社會科學的統計學和文本統計學。他是義大利統計學會（SIS）和英國皇家統計學會（RSS）的成員。他的主要研究興趣在於文本挖掘和社交媒體挖掘領域。

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