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Text Analytics: Advances and Challenges
Paperback
Series: Studies in Classification, Data Analysis, and Knowledge Orga
LinguisticsDatabasesGeneral Sociology
ISBN13: 9783030526795
Publisher: Springer Nature
Published: Nov 25 2020
Pages: 302
Weight: 0.98
Height: 0.66 Width: 6.14 Depth: 9.21
Language: English
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 Berté)
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 12 - Discursive Functions of French Modal Forms: What can Correspondence Analysis tell us about Genre and Diachronic Variation? (Corinne Rossari, Ljiljana Dolamic, Annalena Hütsch, 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? (Cédric Moreau)
Chapter 14 - Corpus in natural language vs translation language: LBC corpora, a tool for bilingual lexicographic writing (Annick Farina, Riccardo Billero)
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 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)
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