Romanillos Arroyo, GustavoMoya Gómez, BorjaBertolini, EleonoraFontana, MatteoGabrielli, LorenzoSignorelli, SerenaVespe, Michele2024-01-232024-01-232023Romanillos, G., Moya-Gómez, B. (2023). New Data and Computational Methods Opportunities to Enhance the Knowledge Base of Tourism. In: Bertoni, E., Fontana, M., Gabrielli, L., Signorelli, S., Vespe, M. (eds) Handbook of Computational Social Science for Policy. Springer, Cham. https://doi.org/10.1007/978-3-031-16624-2_19978-3-031-16623-5978-3-031-16624-210.1007/978-3-031-16624-2_19https://hdl.handle.net/20.500.14352/94762Tourism is becoming increasingly relevant at different levels, intensifying its impact on the environmental, the economic and the social spheres. For this reason, the study of this rapidly evolving sector is important for many disciplines and requires to be quickly updated. This chapter provides an overview and general guidelines on the potential use of new data and computational methods to enhance tourism’s knowledge base, encourage their institutional adoption and, ultimately, foster a more sustainable tourism. First, the chapter delivers a brief review of the literature on new data sources and innovative computational methods that can significantly improve our understanding of tourism, addressing the big data revolution and the emergence of new analytic tools, such as artificial intelligence (AI) or machine learning (ML). Then, the chapter provides some guidelines and applications of these new datasets and methods, articulated around three topics: (1) measuring the environmental impacts of tourism, (2) assessing the socio-economic resilience of the tourism sector and (3) uncovering new tourists’ preferences, facilitating the digital transition and fostering innovation in the tourism sector.engAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/book parthttps://doi.org/10.1007/978-3-031-16624-2_19open access004.6-022.59:338.48TourismBig DataNew data sourcesTurismo5312.90 Economía Sectorial: Turismo5401 Geografía Económica5403 Geografía Humana