Text Analytics: Advances and Challenges

​​PART - 1: Techniques, Methods and Models

Chapter 1 - Text Analytics: present, past, and future (Domenica Fioredistella Iezzi, Livia Celardo)

Chapter 2 - Unsupervised analytic strategies to explore large document collections (Michelangelo Misuraca and Maria Spano)

Chapter 3 - Studying narrative flows by Text Analysis e Network Text Analysis (Cristiano Felaco)

Chapter 4 - Key passages: from statistics to deep learning (Laurent Vanni, Marco Corneli, Dominique Longree, Damon Mayaffre and Frederic Precioso)

Chapter 5 - Concentration indices for dialogue dominance phenomena in TV series: the case of the Big Bang Theory (Andrea Fronzetti Colladon and Maurizio Naldi)

Chapter 6 - A conversation analysis of interactions in personal finance forums (Maurizio Naldi)

​PART - 2: Dictionaries and specific languages

Chapter 7 - Big Corpora and Text Clustering: the Italian accounting jurisdiction case (Domenica Fioredistella Iezzi, Rosamaria Bert?)

Chapter 8 - Lexicometric paradoxes of frequency: Comparing VoBIS and NVdB (Luisa Revelli)

Chapter 9 - Emotions and dense words in emotional text analysis: An invariant or a contextual relationship? (Nadia Battisti, Francesca Dolcetti)

Chapter 10 - Text Mining of Public Administration documents: preliminary results on judgements (Romano Maria Francesca, Baldassarini Antonella, Pavone Pasquale)

Chapter 11 - Using the First Axis of a Correspondence Analysis as an Analytic Tool (B?n?dicte Pincemin, Alexei Lavrentiev and C?line Guillot-Barbance)

Chapter 12 - Discursive Functions of French Modal Forms: What can Correspondence Analysis tell us about Genre and Diachronic Variation? (Corinne Rossari, Ljiljana Dolamic, Annalena H?tsch, Claudia Ricci, Dennis Wandel)

​PART - 3: Multilingual Text Analysis

Chapter 13 - How to think about finding a sign for a multilingual and multimodal French written / French sign language platform? (C?dric Moreau)

Chapter 14 - Corpus in "natural" language vs "translation" language: LBC corpora, a tool for bilingual lexicographic writing (Annick Farina, Riccardo Billero)

Chapter 15 - The conditional perfect, a quantitative analysis in English-French comparable-parallel corpora (Daniel Henkel)

Chapter 16 - Repeated and anaphoric segments applied to trilingual knowledge extraction (Lionel Shen)

Chapter 17 - Looking for topics: a brief review (Ludovic Lebart)

​PART - 4: Applications

Chapter 18 - Where are the Social Sciences going to? The Case of the EU-Funded SSH Research Projects (Matteo Gerli)

Chapter 19 - Topic modeling of Twitter conversations: the case of the National University of Colombia (Eliana Sanandres)

Chapter 20 - Analysing occupational safety culture through mass media monitoring (Livia Celardo, Rita Vallerotonda, Daniele De Santis, Claudio Scarici, Antonio Leva)

Chapter 21 - What volunteers do? A textual analysis of voluntary activities in the Italian context (Francesco Santelli, Giancarlo Ragozini, Marco Musella)

Chapter 22 - Free text analysis in electronic clinical documentation (Antonella Bitetto, Luigi Bollani)

Chapter 23 - Educational culture and job market: A text mining approach (Barbara Cordella, Francesca Greco, Paolo Meoli, Vittorio Palermo & Massimo Grasso)

• Format: Paperback
• Language: English
• ISBN: 3030526798
• ISBN13: 9783030526795
• Release Date: November 2020
• Publisher: Springer
• Length: 302 Pages
• Weight: 0.98 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"