Exportar Publicação
A publicação pode ser exportada nos seguintes formatos: referência da APA (American Psychological Association), referência do IEEE (Institute of Electrical and Electronics Engineers), BibTeX e RIS.
Moro, S. & Rita, P. (2022). Data and text mining from online reviews: a literature analysis. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery. 12 (3)
S. M. Moro and P. Rita, "Data and text mining from online reviews: a literature analysis", in Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, vol. 12, no. 3, 2022
@article{moro2022_1732209638223, author = "Moro, S. and Rita, P.", title = "Data and text mining from online reviews: a literature analysis", journal = "Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery", year = "2022", volume = "12", number = "3", doi = "10.1002/widm.1448", url = "https://wires.onlinelibrary.wiley.com/journal/19424795" }
TY - JOUR TI - Data and text mining from online reviews: a literature analysis T2 - Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery VL - 12 IS - 3 AU - Moro, S. AU - Rita, P. PY - 2022 SN - 1942-4787 DO - 10.1002/widm.1448 UR - https://wires.onlinelibrary.wiley.com/journal/19424795 AB - This paper reports on a thorough analysis of the scientific literature using data and text mining to uncover knowledge from online reviews due to their importance as user-generated content. In this context, more than 12,000 papers were extracted from publications indexed in the Scopus database within the last 15 years. Regarding the type of data, most previous studies focused on qualitative textual data to perform their analysis, with fewer looking for quantitative scores and/or characterizing reviewer profiles. In terms of application domains, information management and technology, e-commerce, and tourism stand out. It is also clear that other areas of potentially valuable applications should be addressed in future research, such as arts and education, as well as more interdisciplinary approaches, namely in the spectrum of the social sciences. ER -