We are proud to announce the list of papers that the scientific committee selected for presentation in CARMA 2018.
Special Session: Big data for Central Banks
Fears, Deposit Insurance Schemes, and the Reallocation of Deposits within the German Banking System
Falko Fecht, Stefan Thum, Patrick Weber
Macroeconomic Indicator Forecasting with Deep Neural Networks
Tom Cook
Financial Stability Governance and Communication
Ricardo Correa, Juan-Miguel Londono-Yarce
Spread the Word: International Spillovers from Central Bank Communication
Isaiah Hull
The Catalan Crisis through Google Trends
Concha Artola, Javier J. Perez
The Sentiment Hidden in Italian Texts Through the Lens of a New Dictionary
Juri Marcucci
Special Session: Using Big Data in Official Statistics
X11-like Seasonal Adjustment of Daily Data
Dominique Ladiray
Using big data at Istat: forecasting consumption
Fabio Bacchini, Roberto Iannaccone, Davide Zurlo
Using big data in official statistics: why, when, how, what for?
Gian Luigi Mazzi
Empirical examples of using Big Internet Data for Macroeconomic Nowcasting
George Kapetanios, Massimiliano Marcellino, Fotis Papailias
Regular sessions
A Text-Based Framework for Dynamic Shopping-Cart Analysis
Wagner Kamakura
Women in leadership position: Do family-friendly organizational arrangements change anything?
Irina Hondralis
Big Data Sources for Private Consumption Estimation: Evidence from Credit and Debit Card Records
María Rosalía Vicente, María Valdivieso-Anívarro
Measuring Retail Visual Cues Using Mobile Bio-metric Responses
Paul Dishman
Blockchain-backed analytics. Adding blockchain-based quality gates to data science projects.
Markus Herrmann, Jörg Petzold, Vivek Bombatkar
Algorithmic Trading Systems Based on Google Trends
Raúl Gómez Martínez, Camilo Prado Román, María Del Carmen De La Orden De La Cruz
How might text mining sort out uncategorisable documents for interpretive social science?
Axel Philipps
A proposal to deal sampling bias in social network big data
Elena Siletti, Stefano Maria Iacus, Giuseppe Porro, Silvia Salini
Big data analytics in returns management – Are complex techniques necessary to forecast consumer returns properly?
Björn Asdecker, David Karl
Identification of helpful and not helpful online reviews within an eWOM community using text-mining techniques
Sergio L. Toral, Maria Olmedilla, Rocio Martinez-Torres
Facebook, digital campaign and Italian general election 2018. A focus on the disintermediation process activated by the web
Maria Paola Faggiano, Ernesto Dario Calò, Raffaella Gallo, Melissa Mongiardo
Inferring Social-Demographics of Travellers based on Smart Card Data
Yang Zhang, Tao Cheng
Relevance as an enhancer of votes on Twitter
Jorge Arrobarimassa, Fernando Llopis Pascual, Rafael Munoz Guillena
Gender discrimination in algorithmic decision-making
Galina Andreeva, Anna Matuszyk
Big Data and Data Driven Marketing in Brazil
Vítor De Oliveira Finger, Valesca Reichelt, João Capelli
Do People Pay More Attention to Earthquakes in Western Countries?
Hanna Habibi, Jan Feld
From Twitter to GDP: Estimating Economic Activity From Social Media
Agustín Indaco
Estimating traffic disruption patterns with volunteer geographic information
Jonathan Bright, Chico Camargo, Scott Hale, Graham Mcneill, Sridhar Raman
Has Robert Parker lost his hegemony as a prescriptor in the wine World? A preliminar inquiry through Twitter
Cristina I. Font-Julian, Raúl Compés-López, Enrique Orduna-Malea
Mapping sentiment in citizen feedback; An explorative study
Robin Kristoffer Lybeck
The educational divide in e-privacy skills in Europe
Angelica Maria Maineri, Peter Achterberg, Ruud Luijkx
Digital Vapor Trails: Using Website Behavior to Nowcast Entrepreneurial Activity
Timothy F. Slaper, Alyssa Bianco, Peter Lenz
Whatever it takes’ to change beliefs: Evidence from Twitter
Rémi Vivès, Michael Stiefel
Scientific visualization of Machine learning field. A new paradigm in the Industrial Organization 4.0.
Rosa María Río-Belver, Gaizka Garechana, Iñaki Bildosola, Enara Zarrabeitia
Fishing for Errors in an Ocean Rather than a Pond
John Wilson
Using a multi-trait multi-method matrix to validate innovation indicators build from companies’ websites
Mikael Heroux-Vaillancourt, Catherine Beaudry
A combination of multi-period training data and ensemble methods to improve churn classification of housing loan customers
Tomi Seppälä, Le Thuy
Technical Sentiment Analysis: Measuring Advantages and Drawbacks of New Products Using Social Media
Filippo Chiarello
Consumer Expenditure and Purchase Intentions on Twitter and Google Trends
Viktor Pekar
Towards an Automated Semantic Data-driven Decision Making Employing Human Brain
Anna Fensel
Automated Detection of Customer Experience through Social Platforms
Leonardo Xavier Kuffo, Juan Carlos Bustamante, Edgar Izquierdo, Carmen Vaca
Limits and Virtues of a Web Survey
Maria Paola Faggiano
Italian general election 2018: digital campaign strategies. Three case studies: Movimento 5 Stelle, PD and Lega
Maria Paola Faggiano, Ernesto Dario Calò, Raffaella Gallo, Melissa Mongiardo
Access and analysis of ISTAC data through the use of R and Shiny
Christian González-Martel, José Manuel Cazorla-Artiles, Carlos Pérez González
Automated Detection of Customer Experience through Social Platforms
Juan Carlos Bustamante, Edgar Izquierdo
Grassroots Market Research on Grass: Predicting Cannabis Brand Performance Using Social Media Scraping
Kathleen Stevenson, Jennifer Kregor, Bethany Gomez, J. Steven Kelly
Transport-Health Equity Outcomes from mobile phone location data – a case study
Susan Grant-Muller, Gillian Harrison, Frances Hodgson, Nicolas Malleson, Thomas Redfern
An unconventional example of Big Data: BIST-100 index of Turkey
Sadullah Çelik
What should a researcher first read? A bi-relational citation networks model for strategical heuristic reading and scientific discovery
Cesar Moreno Pascual, Carlos Martinez De Ibarreta Zorita
Google matrix analysis of worldwide football mercato
José Lages
Historical query data as business intelligence tool on an internationalization contex
Carlota Lorenzo-Romero, Juan Carro-Rodríguez, Miguel-Ángel Gómez-Borja
Monitoring European agri-food Technology Platforms through online data: A case study
Desamparados Blazquez, Josep Domenech, José María García-Álvarez-Coque
Big data and official data: a cointegration analysis based on Google Trends and economic indicators
Andrea Marletta, Lisa Crosato, Paolo Mariani, Biancamaria Zavanella
Poster session
Digital election campaig 2018 in Italy: styles of posting by the political parties and the user response
Maria Paola Faggiano, Ernesto Dario Calò, Raffaella Gallo, Melissa Mongiardo
Digital transformation in manufacturing within Industry 4.0
Andrea Sujova, Ondrej Remeň
Towards the Practical Face of the Modern Propaganda in the Social Media
Sandra Veinberg
Public Goods, Corporate Nudging, and Internet Governance: The HTTP/2 Standardization Process
Sylvia Elizabeth Peacock
Forms of online political participation and hybrid styles. The response of a sample of Italians to a web survey
Maria Paola Faggiano, Lorenzo Barbanera, Ernesto Dario Calò, Melissa Mongiardo
The management of human resources as the basis for the knowledge management
Irina Ionela Rotariu
Antecedents and consequences of product–service system evaluations in the sharing economy
Yu-Hsien Lin
Best collaboration practices for productizing Data Science
Schirin Rikhtehgar
Automatic design of Customized Learning Path: the case of Industry 4.0
Filippo Chiarello, Simona Pira, Silvia Fareri, Andrea Bonaccorsi, Gualtiero Fantoni
Big Data Applications for Sustainable Construction
Paola Reyes Veras