New Frontiers in Textual Data Analysis
暫譯: 文本數據分析的新前沿

Giordano, Giuseppe, Misuraca, Michelangelo

New Frontiers in Textual Data Analysis
  • 出版商: Springer
  • 出版日期: 2024-09-24
  • 售價: $6,290
  • 貴賓價: 9.5 折 $5,976
  • 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)

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)

本卷呈現了一系列探討文本數據分析方法論和應用方面的文章。全書分為四個部分，首先聚焦於統計方法，然後轉向定量語言處理中的問題。在討論與情感和情緒分析相關的文本挖掘這一挑戰性任務後，本書以一系列在社會科學和公共衛生領域應用文本數據分析方法的研究作為結尾。

這些經過審稿的貢獻最初是在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。每兩年舉行一次的JADT會議討論文本數據分析在各個領域的理論、問題和實際應用，分享對自然語言中表達的信息的詞彙、文本、語用或話語特徵的定量研究方法。

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)

朱塞佩·喬丹諾是義大利薩萊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與分析學。他的研究興趣主要集中在多維數據分析、社會網絡分析以及複雜數據結構的分析，特別是針對多個應用領域中出現的實際問題。

米開朗基羅·米蘇拉卡是義大利卡拉布里亞大學商業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費德里科二世大學教授社會科學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）的會員。他的主要研究興趣集中在文本挖掘和社交媒體挖掘領域。

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