Text Analytics: Advances and Challenges

Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
 Text Analytics: Present, Past and Future  (Domenica Fioredistella Iezzi, Livia Celardo)....Pages 3-15
 Unsupervised Analytic Strategies to Explore Large Document Collections  (Michelangelo Misuraca, Maria Spano)....Pages 17-28
 Studying Narrative Flows by Text Analysis and Network Text Analysis  (Cristiano Felaco, Anna Parola)....Pages 29-40
 Key Passages : From Statistics to Deep Learning  (Laurent Vanni, Marco Corneli, Dominique Longrée, Damon Mayaffre, Frédéric Precioso)....Pages 41-53
 Concentration Indices for Dialogue Dominance Phenomena in TV Series: The Case of the Big Bang Theory  (Andrea Fronzetti Colladon, Maurizio Naldi)....Pages 55-64
 A Conversation Analysis of Interactions in Personal Finance Forums  (Maurizio Naldi)....Pages 65-74
Front Matter ....Pages 75-75
 Big Corpora and Text Clustering: The Italian Accounting Jurisdiction Case  (Domenica Fioredistella Iezzi, Rosamaria Berté)....Pages 77-89
 Lexicometric Paradoxes of Frequency: Comparing VoBIS and NVdB  (Luisa Revelli)....Pages 91-99
 Emotions and Dense Words in Emotional Text Analysis: An Invariant or a Contextual Relationship?  (Nadia Battisti, Francesca Romana Dolcetti)....Pages 101-116
 Text Mining of Public Administration Documents: Preliminary Results on Judgments  (Maria Francesca Romano, Antonella Baldassarini, Pasquale Pavone)....Pages 117-126
 Using the First Axis of a Correspondence Analysis as an Analytic Tool  (Bénédicte Pincemin, Alexei Lavrentiev, Céline Guillot-Barbance)....Pages 127-143
 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)....Pages 145-157
Front Matter ....Pages 159-159
 How to Think About Finding a Sign for a Multilingual and Multimodal French-Written/French Sign Language Platform?  (Cédric Moreau)....Pages 161-166
 Corpus in “Natural” Language Versus “Translation” Language: LBC Corpora, A Tool for Bilingual Lexicographic Writing  (Annick Farina, Riccardo Billero)....Pages 167-178
 The Conditional Perfect, A Quantitative Analysis in English-French Comparable-Parallel Corpora  (Daniel Henkel)....Pages 179-197
 Repeated and Anaphoric Segments Applied to Trilingual Knowledge Extraction  (Lionel Shen)....Pages 199-211
Front Matter ....Pages 213-213
 Looking for Topics: A Brief Review  (Ludovic Lebart)....Pages 215-223
 Where Are the Social Sciences Going to? The Case of the EU-Funded SSH Research Projects  (Matteo Gerli)....Pages 225-240
 Topic Modeling of Twitter Conversations: The Case of the National University of Colombia  (Eliana Sanandres, Raimundo Abello, Camilo Madariaga)....Pages 241-251
 Analyzing Occupational Safety Culture Through Mass Media Monitoring  (Livia Celardo, Rita Vallerotonda, Daniele De Santis, Claudio Scarici, Antonio Leva)....Pages 253-264
 What Volunteers Do? A Textual Analysis of Voluntary Activities in the Italian Context  (Francesco Santelli, Giancarlo Ragozini, Marco Musella)....Pages 265-276
 Free Text Analysis in Electronic Clinical Documentation  (Antonella Bitetto, Luigi Bollani)....Pages 277-286
 Educational Culture and Job Market: A Text Mining Approach  (Barbara Cordella, Francesca Greco, Paolo Meoli, Vittorio Palermo, Massimo Grasso)....Pages 287-297
Back Matter ....Pages 299-302