{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:48:54Z","timestamp":1767340134110,"version":"build-2065373602"},"reference-count":18,"publisher":"MDPI AG","issue":"15","license":[{"start":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T00:00:00Z","timestamp":1691366400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Funda\u00e7\u00e3o para a Ci\u00eancia and Tecnologia (FCT Portugal)","award":["UIDB\/04521\/2020","UIDB\/04152\/2020"],"award-info":[{"award-number":["UIDB\/04521\/2020","UIDB\/04152\/2020"]}]},{"name":"FCT\u2014Funda\u00e7\u00e3o para a Ciencia e Tecnologia","award":["UIDB\/04521\/2020","UIDB\/04152\/2020"],"award-info":[{"award-number":["UIDB\/04521\/2020","UIDB\/04152\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Sciences"],"abstract":"<jats:p>A series of waves have marked the history of artificial intelligence (AI) [...]<\/jats:p>","DOI":"10.3390\/app13159015","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T06:38:48Z","timestamp":1691390328000},"page":"9015","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Applications of Data Science and Artificial Intelligence"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1037-0561","authenticated-orcid":false,"given":"Carlos J.","family":"Costa","sequence":"first","affiliation":[{"name":"Advance\/ISEG (Lisbon School of Economics and Management), Universidade de Lisboa, 1200-781 Lisboa, Portugal"}]},{"given":"Manuela","family":"Aparicio","sequence":"additional","affiliation":[{"name":"NOVA Information Management School (NOVA IMS), Universidade NOVA de Lisboa, 1070-312 Lisboa, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2023,8,7]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1093\/mind\/LIX.236.433","article-title":"I.\u2014COMPUTING MACHINERY AND INTELLIGENCE","volume":"LIX","author":"Turing","year":"1950","journal-title":"Mind"},{"key":"ref_2","unstructured":"McCarthy, J., Minsky, M., Rochester, N., and Shannon, C. (2023, August 01). A Proposal for the Dartyhmouth-Summer Research Project Artificial Intelligence. Available online: https:\/\/web.archive.org\/web\/20070826230310\/http:\/\/www-formal.stanford.edu\/jmc\/history\/dartmouth\/dartmouth.html."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep Learning","volume":"521","author":"LeCun","year":"2015","journal-title":"Nature"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Vorobeva, D., Costa Pinto, D., Ant\u00f3nio, N., and Mattila, A.S. (2023). The Augmentation Effect of Artificial Intelligence: Can AI Framing Shape Customer Acceptance of AI-Based Services?. Curr. Issues Tour., 1\u201321.","DOI":"10.1080\/13683500.2023.2214353"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1186\/s12544-022-00552-3","article-title":"Assessing Robustness in Multimodal Transportation Systems: A Case Study in Lisbon","volume":"14","author":"Aparicio","year":"2022","journal-title":"Eur. Transp. Res. Rev."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Hajishirzi, R., and Costa, C.J. (2021, January 23\u201326). Artificial Intelligence as the Core Technology for the Digital Transformation Process. Proceedings of the 2021 16th Iberian Conference on Information Systems and Technologies (CISTI), Chaves, Portugal.","DOI":"10.23919\/CISTI52073.2021.9476607"},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Aparicio, S., Aparicio, J.T., and Costa, C.J. (2019, January 19\u201322). Data Science and AI: Trends Analysis. Proceedings of the 2019 14th Iberian Conference on Information Systems and Technologies (CISTI), Coimbra, Portugal.","DOI":"10.23919\/CISTI.2019.8760820"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.clinbiochem.2019.04.013","article-title":"Data Science, Artificial Intelligence, and Machine Learning: Opportunities for Laboratory Medicine and the Value of Positive Regulation","volume":"69","author":"Gruson","year":"2019","journal-title":"Clin. Biochem."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Aparicio, J.T., Romao, M., and Costa, C.J. (2022, January 22\u201325). Predicting Bitcoin Prices: The Effect of Interest Rate, Search on the Internet, and Energy Prices. Proceedings of the 2022 17th Iberian Conference on Information Systems and Technologies (CISTI), Madrid, Spain.","DOI":"10.23919\/CISTI54924.2022.9820085"},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Costa, C., Aparicio, M., and Aparicio, J. (2021, January 12\u201314). Sentiment Analysis of Portuguese Political Parties Communication. Proceedings of the 39th ACM International Conference on Design of Communication, Virtual.","DOI":"10.1145\/3472714.3473624"},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Anwar, S., Ullah, A., Rocha, \u00c1., and Sousa, M.J. (2023). Proceedings of the International Conference on Information Technology and Applications, Springer Nature.","DOI":"10.1007\/978-981-19-9331-2"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Mergulhao, M., Palma, M., and Costa, C.J. (2022, January 22\u201325). A Machine Learning Approach for Shared Bicycle Demand Forecasting. Proceedings of the 2022 17th Iberian Conference on Information Systems and Technologies (CISTI), Madrid, Spain.","DOI":"10.23919\/CISTI54924.2022.9820507"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"102860","DOI":"10.1016\/j.cities.2020.102860","article-title":"The Impacts of Open Data Initiatives on Smart Cities: A Framework for Evaluation and Monitoring","volume":"106","author":"Neves","year":"2020","journal-title":"Cities"},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Samadani, S., and Costa, C.J. (2021, January 23\u201326). Forecasting Real Estate Prices in Portugal: A Data Science Approach. Proceedings of the 2021 16th Iberian Conference on Information Systems and Technologies (CISTI), Chaves, Portugal.","DOI":"10.23919\/CISTI52073.2021.9476447"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1080\/02763869.2018.1404391","article-title":"Alexa, Siri, Cortana, and More: An Introduction to Voice Assistants","volume":"37","author":"Hoy","year":"2018","journal-title":"Med. Ref. Serv. Q."},{"key":"ref_16","unstructured":"G\u00f6pfert, J., Kuckertz, P., Weinand, J., Kotzur, L., and Stolten, D. (2022). Findings of the Association for Computational Linguistics: EMNLP, Association for Computational Linguistics."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Costa, C.J., and Aparicio, J.T. (2020, January 24\u201327). POST-DS: A Methodology to Boost Data Science. Proceedings of the 2020 15th Iberian Conference on Information Systems and Technologies (CISTI), Seville, Spain.","DOI":"10.23919\/CISTI49556.2020.9140932"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/j.neucom.2020.05.078","article-title":"Artificial Intelligence within the Interplay between Natural and Artificial Computation: Advances in Data Science, Trends and Applications","volume":"410","author":"Segovia","year":"2020","journal-title":"Neurocomputing"}],"container-title":["Applied Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2076-3417\/13\/15\/9015\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T20:27:01Z","timestamp":1760128021000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2076-3417\/13\/15\/9015"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,7]]},"references-count":18,"journal-issue":{"issue":"15","published-online":{"date-parts":[[2023,8]]}},"alternative-id":["app13159015"],"URL":"https:\/\/doi.org\/10.3390\/app13159015","relation":{},"ISSN":["2076-3417"],"issn-type":[{"type":"electronic","value":"2076-3417"}],"subject":[],"published":{"date-parts":[[2023,8,7]]}}}