Data Science and Social Research II

Methods, Technologies and Applications

Häftad, Engelska, 2020

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The respective contributions focus on complex social systems and current methodological advances in extracting social knowledge from large data sets, as well as modern social research on human behavior and society using large data sets.

Produktinformation

Utgivningsdatum2020-11-26
Mått155 x 235 x 22 mm
Vikt610 g
FormatHäftad
SpråkEngelska
SerieStudies in Classification, Data Analysis, and Knowledge Organization
Antal sidor394
Upplaga20001
FörlagSpringer Nature Switzerland AG
ISBN9783030512217

Tillhör följande kategorier

Sociologi inom Samhalle och politik
Matematisk statistik inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och it
Affärsapplikationer inom Data och it
Databaser inom Data och it

Paolo Mariani is a Full Professor of Economic Statistics at the Department of Economics, Management and Statistics, University of Milano-Bicocca, Italy, where he teaches Economic Statistics and Business Statistics. The author of several publications and a frequent speaker at conferences and seminars, he is currently conducting research at the Bicocca-Applied Statistics Center (B-ASC).Mariangela Zenga is an Assistant Professor of Social Statistics at the Department of Statistics and Quantitative Methods, University of Milano-Bicocca, Italy, where she teaches Sampling for Audit, and Statistical Methods for Tourism. She also collaborates with the Centre for Statistical Science and Operational Research at Queen’s University Belfast, UK, and with the Bicocca-Applied Statistics Center (B-ASC).

Chapter 1 - Digital methods and the evolution of the epistemology of social sciences (Enrica Amaturo, Biagio Aragona).- Chapter 2 - Restricted Cumulative Correspondence Analysis (Pietro Amenta, Antonello D’Ambra, Luigi D’Ambra).- Chapter 3 - Determining the importance of hotel services by using transitivity thresholds (Pietro Amenta, Antonio Lucadamo, Gabriella Marcarelli).- Chapter 4 - Staging cancer through text mining of pathology records (Pietro Belloni, Giovanna Boccuzzo, Stefano Guzzinati, Irene Italiano, Carlo R. Rossi, Massimo Rugge, Manuel Zorzi).- Chapter 5 - Predicting the risk of gambling activities in adolescence: a case study (Laura Benedan, Gianna Seraﬁna Monti).- Chapter 6 - Municipal managers in Italy: Skills, training requirements and related criti-cal aspects (Mario Bolzan, Giovanna Boccuzzo, Marco Marozzi).- Chapter 7 -Attitudes towards immigrant inclusion: a look at the spatial disparities across European countries (Riccardo Borgoni, Antonella Carcagni, AlessandraMichelangeli, Federica Zaccagnini).- Chapter 8 - A bibliometric study of the global research activity in sustainability and its dimensions ( Rosanna Cataldo, Maria Gabriella Grassia, Carlo Natale Lauro, Marina Marino, Viktoriya Voytsekhovska).- Chapter 9 -Big Data Marketing: A Strategic Alliance (Federica Codignola).- Chapter 10 -Data processing in a Healthcare National System (with the analysis of the Italian HNS) (Manlio d’Agostino Panebianco, Anna Capoluongo).- Chapter 11 - Smart Tourism System in Calabria (Annarita De Maio, Daniele Ferone, Elisabetta Fersini, Enza Messina, Francesco Santoro, Antonio Violi).- Chapter 12 - Spatial Localization of Visitors Mobile Phones in a Sardinian Destinations’ Network (Anna Maria Fiori, Ilaria Foroni).- Chapter 13 - The role of Open Data in healthcare research (Carlotta Galeone, Rossella Bonzi, Paolo Mariani).- Chapter 14 -Social epidemiology: the challenges and opportunities of worldwide data consortia ( Carlotta Galeone, Rossella Bonzi, Federica Turati, Claudio Pelucchi, Matteo Rota, Carlo La Vecchia).- Chapter 15 -Identiﬁcation of Opinion Makers on Twitter ( Svitlana Galeshchuk, Ju Qiu).- Chapter 16 - Modelling Human Intelligence using Mixed Model Approach ( Thanigaivasan Gokul, Mamandur Rangasamy Srinivasan, Michele Gallo).- Chapter 17 - An analysis of the impact of requirements on wages within sectors of the tourism industry ( Paolo Mariani, Andrea Marletta, Lucio Masserini, Mariangela Zenga).- Chapter 18 - Big Data and Economic Analysis: the Challenge of a Harmonised Database (Caterina Marini, Vittorio Nicolardi).- Chapter 19 -ROC Curve in GAMLSS as prediction tool for Big Data (Andrea Marletta).- Chapter 20 - Social media in disasters. Big data issues in public communication ﬁeld (Francesco Marrazzo, Gabriella Punziano).- Chapter 21 - Divorce in Italy: a textual analysis of cassation judgment ( Rocco Mazza, Rosanna Cataldo, Maria Gabriella Grassia, Marina Marino, Vincenzo Pastena, Emma Zavarrone).- Chapter 22 - A Bayesian mixture model for ecotoxicological risk assessment ( Sonia Migliorati, Gianna Seraﬁna Monti).- Chapter 23 - Virtual Encounter Simulations: A New Methodology For Generating Conﬂict Data (Georg P. Mueller).- Chapter 24 - Is Public Service Motivation-Performance relationship mediated by other factors? ( Raﬀaela Palma, Anna Crisci, Luigi D’Ambra).- Chapter 25 - A Classification Algorithm to Recognize Fake News Websites ( Giuseppe Pernagallo, Benedetto Torrisi, Davide Bennato).- Chapter 26 - A comparative analysis of the university student mobility ﬂows among European countries (Marialuisa Restaino, Ilaria Primerano, Maria Prosperina Vitale).- Chapter 27 - A Preference Index Design for Big Data ( Venera Tomaselli, Giulio Giacomo Cantone).- Chapter 28 - Construction of an immigrant integration composite indicator through the Partial Least Squares Structural Equation Model K-Means (Venera Tomaselli, Mario Fordellone, Maurizio Vichi).- Chapter 29 - Facebook debate on Sea Watch 3 case: detecting oﬀensive language through Automatic Topic Mining Techniques ( Alice Tontodimamma, Emiliano del Gobbo, Vanessa Russo, Annalina Sarra, Lara Fontanella).- Chapter 30 - Martini’s index and Total Factor Productivity calculation( Biancamaria Zavanella, Daniele Pirotta).