List of accepted papers

We are proud to announce the list of papers that the scientific committee selected for presentation in CARMA 2020.

Regular papers

What drove engineers’ away? Evidence based on sentimental analysis
Wen Wang

Journalists as end-users: quality management principles applied to the design process of news automation
Laurence Dierickx

The MARS algorithm in the spatial framework: Non-linearities and spatial effects in hedonic models
Fernando Lopez, Konstantin Kholodilin

A method for determining the emergence level of transformer technologies for green energy applications
Gaizka Garechana, Rosa Río-Belver, Enara Zarrabeitia, Izaskun Álvarez-Meaza

Mining News Data for the Measurement and Prediction of Inflation Expectations
Diana Gabrielyan, Lenno Uusküla, Jaan Masso

The citizens’ attention in Madrid City through the study of call records
Pilar Rey Del Castillo

Uncertainty Reduction Strategy and Crowdfunding success. Applying quantitative content analysis to crowdfunding.
Stefanie Pakura

Investigating the impacts of streetscapes on the property values in Shanghai using street-level images and machine learning
Waishan Qiu

eWOM in reward-based crowdfunding platforms: a behavioral approach
Pau Sendra Pons, Irene Comeig Ramírez

Identification of online reviews helpfulness using Neural Networks
Sergio L. Toral, María Olmedilla, Mª Del Rocío Martínez Torres

The effects of retargeting on purchase incidence, channel choice and purchase quantity
Tanya Mark, Peter Verhoef, Katherine Lemon, Tirtha Dhar

Using Natural Language Processing to Measure the Quality of Employees’ Annual Goals
Yingyue Luan, David Stillwell

An algorithm to fit conditional tail expectation regression models for vehicle excess speed in driving data
Albert Pitarque, Montserrat Guillen

Regression scores to identify risky drivers from braking pulses
Shuai Sun, Jun Bi, Montserrat Guillen, Ana Maria Pérez-Marín

Financial Stability Governance and Central Bank Communications
Juan M. Londono, Ricardo Correa, Stijn Claessens

Pruned Wasserstein Index Generation Model and wigpy Package
Fangzhou Xie

Model degradation in web derived text-based models
Piet Daas, Jelmer Jansen

User-defined Machine Learning Functions
Markus Herrmann, Marc Fiedler

A field study on the impacts of implementing concepts and elements of industry 4.0 in the biopharmaceutical sector
Felipe Silva, David Resende, Marlene Amorim, Monique Borges

Airbnb’s influence on tourism industry in Mexico 2010-2018
Narciso Salvador Tinoco Guerrero, Mario Gómez Aguirre, Luis Manuel Tinoco Guerrero

Internet searches as a leading indicator of house purchases in a subnational framework: the case of Spain
Concha Artola, Jorge Herrera De La Cruz

Nowcasting GDP with big data from internet
Luca Onorante

Causal discovery with Point of Sales data
Peter Gmeiner

High order PLS path modeling to evaluate well-being merging traditional an big data: A longitudinal study
Elena Siletti, Francesca De Battisti

Big Data in Corporate Governance decision
Alfredo Juan Grau Grau, Inmaculada Bel Oms

Question-Generating Datasets: Facilitating Data Transformation of Official Statistics for Broad Citizenry Decision-Making
Patricia Snell Herzog, Rahul Yadav, Davide Bolchini

Interpretable Machine Learning – An Application Study Using the Munich Rent Index
Julia Brosig

Rotten tomatoes and rotten regressions? A critique of statistical models predicting and explaining box office revenues using big data
Jordi Mckenzie

Evaluating accredited mHealth applications. An exploratory study
Pilar Sancha, Ana Gessa, Amor Jiménez

Strategic Open Innovation model: mapping Iberdrola network
Naiara Pikatza, Izaskun Álvarez, Rosa María Río-Belver, Ernesto Cilleruelo

Data granularity in mid-year life table construction
Jose M Pavia, Natalia Salazar, Josep Lledo

Extracting User Behavior at Electric Vehicle Charging Stations with Transformer Deep Learning Models
Omar Isaac Asensio, Daniel J Marchetto, Sooji Ha, Sameer Dharur

Enhancing UX of analytics products with AI technology
Markus Herrmann, Christo Mirchev, Jean Metz

Comparative multivariate forecast performance for the G7 Stock Markets: VAR Models vs deep learning LSTM neural networks
Nuno Rafael Barbosa Ferreira

Searching for a measure of cultural proximity: Using Google Trends to explain preferences across national boundaries
Paul Crosby, Sunny Y Shin

Investigating inefficiencies of bookmaker odds in football using machine learning
Benedikt Mangold, Johannes Stübinger

Search in second Hand market : The case of mobile phone
Yeonju Baik

Sentiment Analysis of Twitter in Tourism Destinations
Carmen Perez Cabañero, Enrique Bigne, Carla Ruiz Mafe, Antonio Carlos Cuenca

Google Trends topics based Uncertainty: A multi-national approach
Florian Schütze

Internet, Disinformation, and Conspiracist Ideation
Amaryllis Mavragani

Forecasting Tourist Traffic in Europe using Google Trends Data
Amaryllis Mavragani, Konstantinos P Tsagarakis

Bridging internet and cultural heritage through a digital marketing funnel: An exploratory approach
Calin Veghes

Combining content analysis and neural networks to analyze discussion topics in online comments about organic food
Hannah Danner, Gerhard Hagerer, Florian Kasischke, Georg Groh

Setting Crunchbase for Machine Learning: Data Integration, Processing and Feature Engineering
Francesco Ferrati, Moreno Muffatto

Information balance between newspapers and social networks
Andrea Russo, Giovanni Giuffrida, Francesco Mazzeo Rinaldi

Third Places and Art Spaces: Using Web Activity to Measure Cultural Dimensions of Entrepreneurship Across Regions
Timothy F. Slaper

Solutions for a Smart City: convergence between big data, digital sustainability and quality of life
Larissa Galdino Magalhães

New technologies and role of direct surveys in the production of Official Statistics
Loredana De Gaetano, Pasquale Papa

Sample Size Sensitivity in Descriptive Baseball Statistics
John Kulas, Marlee Wanamaker, Diuky Padron-Marrero, Hui Xu

The epistemological impacts of big data on public opinion studies
Pedro Neris Caldas, Anderson Vinícius Romanini

Extracting usual service prices from public contracts
Tomáš Bruckner, Filip Vencovský

Communicating Corporate Social Responsibility through Twitter: a topic model analysis on selected companies
Annamaria Bianchi, Camilla Salvatore, Silvia Biffignandi

A proposal of a composite indicator for measuring social media presence in the wine market
Andrea Conchado Peiró, José Miguel Carot Sierra, Elena Vázquez Barrachina, Enrique Orduña Malea

Population Movement Response to Hurricane Exposure Tracked with Cellphone GPS Location Data
Stephanie Lackner

Political Polarization and Movie Ratings: Web Scraping The Brazilian Contemporary Scenario
Bruno De Oliveira Chagas, Ana Paula Moritz

Comparing Methods to Retrieve Tweets: a Sentiment Approach
Daniele Toninelli, Stephan Schlosser, Michela Cameletti

Donald Trump, investor attention and financial markets
Tapas Tanmaya Mohapatra, Prof. Dr. Monika Gehde-Trapp

#immigrants project: the on-line perception of integration
Rosario D’Agata, Simona Gozzo

Measuring and Forecasting Job-Search in Italy using Machine Learning
Carlo Drago, Gentian Hoxhalli

Poster session

Revisiting the Markowitz model from a data mining perspective
Francisco Salas-Molina, David Pla-Santamaria, Ana García-Bernabeu, Fernando Mayor-Vitoria

Do Sugar Taxes Affect the Right Consumers?
Valerio Serse

Digital credit screening and gender bias: An online experiment
Federico Ramírez, Irene Comeig, Elena Sogo

Digital transformation as an analytical problem of knowledge
Rafal Maciag

Applications of big data to eco-hotel industry with locational factors: an urban analysis in the city of Barcelona
Mariluz Mate Sánchez De Val, Ricardo Teruel-Gutierrez

How Google searches impact Bankia stock price during its nationalization?
Marcos González-Fernández, Carmen González-Velasco

The Ethical Considerations of Biometric Technologies in Intercollegiate Athletics
Rachel D Roberson

The anatomy of an online firestorm
James Lappeman, Jean Pierre Kloppers

Introducing Dialogic Process Analysis in Natural Language Processing
Gian Piero Turchi, Luisa Orrù, Annalisa Trovò, Christian Moro, Nicolò Navarin

Politics eWOM on Italian social media networks
Andrea Russo, Carlo Colloca

Individual data geolocalization employed in social research
Andrea Russo, Francesco Mazzeo Rinaldi, Giovanni Giuffrida

The problems of digital sovereignty. States and European Union
Guglielmo Cevolin

Big Data for fighting crime in the city of Toronto
Michael Conyette

Political disinformation on social media and the risk to democracy
Gloria Marchetti

From datadumps to clusters by pre-trained embeddings
Virpi Hotti

The conscept of Energy Intelligent Network on the base of Regularizating Bayesian Approach
Svetlana Vasilievna Prokopchina

Measuring Bitcoin Interest: An Interval-Based Composite Leading Indicator Approach
Carlo Drago

Using big data for evaluating development outcomes: a systematic map
Manya Malik, Sayak Khatua, Zeba Siddiqui, Francis Rathinam