Proceedings CARMA 2023
Complete Proceeding Book
| 5th International Conference on Advanced Research Methods and Analytics (CARMA 2023) | |
| CARMA 2023 Scientific Committee, Rocío Martínez-Torres, Sergio L. Toral |
Individual papers
| A Machine Learning Approach to Constructing Weekly GDP Tracker Using Google Trends | |
| Jean Christine A. Armas, Cherrie R. Mapa, Ma. Ellysah Joy T. Guliman, Michael Lawrence G. Castañares, Genna Paola S. Centeno |
| The Role of Twitter and Google Trends in Identifying the Perception of Russia-Ukraine Wars | |
| Vincenzo Miracula, Elvira Celardi |
| FAIR2: A framework for addressing discrimination bias in social data science | |
| Francisca García-Cobián Richter, Emily Nelson, Nicole Coury, Laura Bruckman, Shanina Knighton |
| Account for variation by field in publication: bibliometric databases’ analysis in a Portuguese Higher Education Institution | |
| Cátia Malheiros, Conceição Gomes, Filipa Campos, Sofia Eurico |
| Analysing ride behaviours of shared e-scooter users – a case study of Liverpool | |
| Yuanxuan Yang, Susan Grant-Muller |
| On the Involvement of Bots in Promote-Hit-and-Run Scams – The Case of Rug Pulls | |
| Dietmar Janetzko, Jonas Krauß, Frederic Haase, Oliver Rath |
| Georeferencing sentiment scores to map and explore tourist points of interest | |
| Luigi Celardo, Michelangelo Misuraca, Maria Spano |
| Suitable statistical approaches for novel policies: spatial clusters of childcare’s services in Veneto, Italy | |
| Angela Andreella, Stefano Campostrini |
| AI in the newsroom: A data quality assessment framework for employing machine learning in journalistic workflows | |
| Laurence Dierickx, Carl-Gustav Lindén, Andreas L Opdahl, Sohail Ahmed Khan, Diana Carolina Guerrero Rojas |
| Analysis of challenges of digital service enabled by big data analytics technologies using a new integrated multiple-criteria decision-making (MCDM) method | |
| Sara Saberi, Abbas Mardani |
| 0-shot text classification for web-based environmental indicators: Pilot study on B-Corp data | |
| Pietro Cruciata, Davide Pulizzotto, Mikäel Héroux-Vaillancourt, Catherine Beaudry |
| Can websites reveal a firm’s innovativeness? Empirical evidence on Italian manufacturing SMEs | |
| Carlo Bottai, Lisa Crosato, Josep Domenech, Marco Guerzoni, Caterina Liberati |
| Analysis of the effectiveness of measures to reduce the severity of traffic accidents in the city of Barcelona in the period 2013-2019. | |
| Lluís Bermúdez, Isabel Morillo |
| Measuring Social Mood on Economy during Covid times: effects of retraining Supervised Deep Neural Networks | |
| Elena catanese, Mauro Bruno, Luca Stefanelli, Francesco Pugliese |
| An estimate of the Italian Consumer Confidence Index at regional level using Google Trends data | |
| Josep Domenech, Andrea Marletta |
| Digital transformation strategies for the sustainable growth of startups in Australia | |
| Majdah AL Nefaie, Siva Muthaly, Shahadat Khan |
| An energy transition without externalization? | |
| Alejandro Caballeros-Finkelstein, Jesús Ramos-Martín, Cristina Madrid-López |
| Estimating Policy Uncertainty Within Monetary Policy Debates | |
| Sami Diaf, Florian Schütze |
| Finding patterns from a user-centric perspective using knowledge discovery methods | |
| Arturo Palomino, Karina Gibert |
| Estimation by kernel weighting of parameters related to employment in the confinement period | |
| Beatriz Cobo, Luis Castro, Jorge Luis Rueda |
| Use of machine learning techniques in non-probabilistic samples | |
| Jorge Luis Rueda, Beatriz Cobo, Luis Castro |
| Assessing the spread of Keynesian ideas in the economic policy debate: a Text Mining approach on Twitter | |
| Chiara Perfetto, Antonella Rancan, Giuliano Resce |
| Food insecurity trends in the Famine Early Warning Systems Network | |
| Bia Carneiro, Chiara Perfetto, Giuliano Resce, Giosuè Ruscica, Giulia Tucci |
| Study of the relationship between competitiveness and digital footprint indicators in Valencian wineries | |
| Leonardo Castro, Ana Debón, Josep Domenech |
| Productivity, Digital Footprint and Sustainability in the Textile and Clothing Industry | |
| Josep Domenech, Ana Garcia-Bernabeu, Pablo Diaz-Garcia |
| Optimizing floor price in Real Time Bidding | |
| David Gávez, Víctor Dugo |
| Newspapers, Images and Income Support Policy | |
| Pietro Cruciata, Chiara Perfetto, Giuliano Resce |
| Mapping Policymaker Narratives of the Climate Security Nexus on Social Media: A Case Study from Kenya | |
| Bia Silveira Carneiro, Giuliano Resce, Giosuè Ruscica, Giulia Tucci |
| Density modelling with functional data analysis | |
| Stefano A. Gattone, Tonio Di Battista |
| Exploring expert opinion on climate policy using Twitter | |
| Enrico Bergamini, Ivan Savin, Jeroen van den Bergh |
| Redrawing electoral maps to curb gerrymandering: a case study of New York State in 2022 | |
| Shipeng Sun |
| Some empirical observations on price patterns in online stores | |
| Álvaro Gómez-Losada, Néstor Duch-Brown |
| Solo Consumption – A machine learning approach | |
| Aikaterini Manthiou, Van Ha Luong, Phil Klaus |
Abstracts
| Suitability of various machine learning approaches for recognition of antisocial behaviour on social networks | |
| Kristína Machová, Tomáš Tomčík |
| Emotions of the main educational agents involved in the App educational applications | |
| F. Javier Rondan-Cataluña, Begoña Peral-Peral, Patricio E. Ramírez-Correa, Jorge Arenas-Gaitán |
| Preventing Data Quality Issues with Data Contracts: A Proactive Solution | |
| Vanya Petrova Kostova |
| Not your Fault, but your Responsibility: Worsened Consumer Sentiment on Work-from-Home Products during COVID-19 | |
| Filipe Grilo, Giovanni Cintra |
| Google Search Volume Index: A Systematic Review | |
| María José Ayala Marín, Nicolás Gonzálvez-Gallego, Rocío Arteaga-Sánchez |
| Two Stories of Cancel Culture. How Value-Driven Calls to Cancel Affect the Bottom Line. | |
| Paul Reyes-Fournier, Elizabeth Reyes-Fournier, David Bracken |
| Density Forecasts with Quantile Autoregression with an Application to Option Pricing | |
| Johannes Bleher, Thomas Dimpfl, Sophia Koch |
| Exploring the use of machine learning and explainability in Marketing Mix Modeling | |
| Slava Kisilevich, Markus Herrmann |
| Applying Transformers-based NLP Models to Explore Credibility in Different Product Categories in Amazon’s online reviews | |
| María Olmedilla, José Carlos Romero, Rocío Martínez-Torres, Sergio Toral |
| Hotel price forecasting using time series. An exploratory research | |
| Esther Chávez-Miranda, Sergio Toral, M. Rocío Martínez-Torres |
| SDG 9 – Industry, Innovation and Infrastructure: Impact on the digital sphere discussion | |
| Enara Zarrabeitia-Bilbao, Rosa-María Rio-Belver, Maite Jaca-Madariaga, Izaskun Álvarez-Meaza |
| Optimization techniques for Kernel Logistic Regression on large-scale datasets: A comparative study | |
| José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez |
| Exploring emotional responses on Twitter after the Algeciras attack on Catholic churches in 2023: Between anti-immigration discourse and sadness reactions | |
| Carolina Rebollo-Díaz, Estrella Gualda, Elena Ruiz-Ángel |
| How can destinations get engagement on Instagram? Artificial Intelligence as a tool for photo analysis | |
| Sofía Blanco-Moreno, Ana M. González-Fernández, Pablo Antonio Muñoz-Gallego |
| Predicting the helpfulness score of videogames of the STEAM platform | |
| Leonardo Espinosa-Leal, María Olmedilla, Zhen Li |
| Networks and Narratives on Twitter about the #8M International Women’s Day (2018) in Spain: Feminist Social Movement and counter-movement expressions | |
| Elena Ruiz-Angel, Patricia Ruiz-Angel, Francisco Javier Santos, Estrella Gualda |
| UGCs and wellness touristic image: the Spanish case | |
| Myriam González-Limón, Lourdes Cauzo-Bottala, Rocío Martínez-Torres, Francisco Javier Quirós-Tomás |
| Exploring the Impact of Websites on Hospital Services in Puerto Rico: Analyzing Opportunities and Challenges in Healthcare Administration through Internet and Social Media Integration | |
| Dharma Vazquez Torres, Michael Concepción-Santana |
| Discourses as units of knowledge in the light of neural language models. Refinement of the theory of discursive space | |
| Rafal Maciag |
| A simple and efficient kNN variant with embedded feature selection | |
| Almudena Moreno-Ribera, Aida Calviño |
| Deepening big data sustainable value creation: Exploring the IPMA and NCA perspectives | |
| Randy L. Riggs, Carmen M. Felipe, José L. Roldán, Juan C. Real |
| Engagement Analysis on Instagram: Contributions to the Co-Creation of Tourism Experiences | |
| Marta Andrade-Cunha, Ana Irimia-Diéguez, David Perea |
| Analysing the process of territorial data collection for the Consumer Price Survey | |
| Loredana De Gaetano, Gabriella Fazzi, Serena Liani |
| Measuring energy poverty in Spain with the new EU expenditure-based indicators | |
| Judit Mendoza Aguilar, Francisco J. Ramos-Real, Alfredo J. Ramírez-Díaz |
| Assessing the impact of innovation signaling on the investment | |
| Mikaël Héroux-Vaillancourt, Catherine Beaudry, Davide Pulizzotto, Margaret Dalziel |
| Data frequency and forecast performance for stock markets: A deep learning approach for DAX index | |
| Diana A. Mendes, Nuno B. Ferreira, Vivaldo M. Mendes |
| Evaluation of term-weighting measures for grouped text documents with a target variable: a simulation study | |
| Riccardo Ricciardi, Marica Manisera |
| The digital divide: An approach through machine learning classifiers | |
| Andrés Aleán, Manuel Vicente Nieto Mengotti |
This work is licensed under a Creative Commons License Attribution-NonComercial-NoDerivatives 4.0 International.
ISSN: 2951-9748
CARMA 23 