References
- Aragón, M. E., Jarquín, H., Gómez, M. M. Y., Escalante, H. J., Villaseñor-Pineda, L., Gómez-Adorno, H., ... & Posadas-Durán, J. P. (2020, September). Overview of mex-a3t at iberlef 2020: Fake news and aggressiveness analysis in Mexican Spanish. In Notebook Papers of 2nd SEPLN Workshop on Iberian Languages Evaluation Forum (IberLEF), Malaga, Spain.
- BradyW. J., Wills, J. A., Jost, J. T., Tucker, J. A., & Van Bavel, J. J. (2017). Emotion shapes the diffusion of moralized content in social networks. Proceedings of the National Academy of Sciences, 114(28), 7313–7318. doi:10.1073/pnas.1618923114
- Burkhardt, J. M. (2017). Combating fake news in the digital age. American Library Association.
- De Francisci Morales, G., Galeazzi, A., Quattrociocchi, W., & Starnini, M. (2021). The echo chamber effect on social media. Proceedings of the National Academy of Sciences of the USA, 118(9), e2023301118. doi:10.1073/pnas.2023301118
- A., Caschera M.C., Ferri F., & Grifoni P. (2021). Fake news detection: A survey of evaluation datasets. Peer Journal of Computational Science, 18 (7):e518. doi: 10.7717/peerj-cs.518.
- Duchon A, Perea M, Sebastián-Gallés, N, Martí, A. & Carreiras, M. (2013). EsPal: One-stop shopping for Spanish word properties. Behavioral and Research Methods, 45(4):1246-58. doi: 10.3758/s13428-013-0326-1.
- Ecker, U., Roozenbeek, J., van der Linden, S., Tay, L.Q., Cook, J, Oreskes N., & Lewandowsky, S. (2024). Misinformation poses a bigger threat to democracy than you might think. Nature, 630(8015), 29-32. https://www.nature.com/articles/d41586-024-01587-3
- Freud, S. (1921[1955]). Group psychology and the analysis of the ego. In The standard edition of the complete psychological works of Sigmund Freud (J Strachey, editor). Macmillan.
- Galletta Horner, C., Galletta, D., Crawford, J, & Shirsat, A. (2021). Emotions: The unexplored fuel of fake news on social media. Journal of Management Information Systems, 38(4), 1039-1066. DOI: 10.1080/07421222.2021.1990610
- Ghanem B., Rosso P., Rangel F. (2020) An emotional analysis of false information in social media and news articles. In: ACM Transactions on Internet Technology (TOIT), 20(2), 1-18 https://doi.org/10.1145/3381750
- Ghanem B., Ponzetto S., Rosso P., Rangel F. (2021) FakeFlow: Fake news detection by modeling the flow of affective information. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), 679–689. https://doi.org/10.18653/v1/2021.eacl-main.56
- Giachanou A., Rosso P., & Crestani F. (2021). The impact of emotional signals on credibility assessment. Journal of the Association for Information Science and Technology, 72(9), 1117-1132. https://doi.org/10.1002/asi.24480
- Gómez-Adorno, H., Posadas-Durán, J. P., Enguix, G. B., & Capetillo, C. P. (2021). Overview of FakeDeS at IberLEF 2021: Fake news detection in Spanish shared task. Procesamiento del Lenguaje Natural, 67, 223-231. https://doi.org/10.26342/2021-67-19
- Graham, M., Zook, M, & Boulton, A. (2013). Augmented reality in the urban environment: Contested content and the duplicity of code, Transactions of the Institute of British Geographers, 38(3), 464. https://doi.org/10.1111/j.1475-5661.2012.00539.x
- Jang, S.M., & Kim, J.K. (2017). Third person effects of fake news: Fake news regulation and media literacy interventions. Computers in Human Behavior, 80, 295-302, https://doi.org/10.1016/j.chb.2017.11.034.
- Johansson, V. (2009). Developmental aspects of text production in writing and speech. PhD disertación. Department of Linguistics and Phonetics. Lund University.
- Kumar, S., & Shah, N. (2018). False Information on web and social media: A survey. ArXiv, abs/1804.08559.
- Harari, Y. (2019). 21 lessons for the 21st century. Vintage.
- Hauch V., Blando n-Gitlin, I., Masip, J. & Sporer, S.L. (2015). Are computers effective lie detectors? A meta-analysis of linguistic cues to deception. Personality and social psychology review, 19(4), 307–342. https://doi.org/10.1177/1088868314556539
- Larcker, D.F., & Zakolyukina, A.A. (2012). Detecting deceptive discussions in conference calls. Journal of Accounting Research, 50(2), 495-540. http://dx.doi.org/10.2139/ssrn.1572705
- Lewandowsky, S., Ecker, U. K. J., Cook, J., van der Linden, S., Roozenbeek, J., Oreskes, N. (2023) Misinformation and the epistemic integrity of democracy, Current Opinion in Psychology, 54, 101711, https://doi.org/10.1016/j.copsyc.2023.101711.
- Lewandowsky, S., & Van Der Linden, S. (2021). Countering Misinformation and Fake News Through Inoculation and Prebunking. European Review of Social Psychology, 32(2), 348-384. Advance online publication. https://doi.org/10.1080/10463283.2021.1876983
- Lewandowsky, S., Ecker, U. K., Seifert, C. M., Schwarz, N., & Cook, J. (2012). Misinformation and its correction: Continued influence and successful debia-sing. Psychological Science and Public Interest, 13(3), 106-31. https://doi.org/10.1177/1529100612451018.
- Li, J., Ott, M., Cardie, C., & Hovy, E. (2014) Towards a general rule for identifying deceptive opinion spam. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014) (pp. 1566–1576). Baltimore, MD, USA.
- Masip J., Bethencourt M., Lucas G., Segundo, M.S.S., & Herrero, C. (2012). Deception detection from written accounts. Scandinavian Journal of Psychology, 53(2), 103–111. https://doi.org/10.1111/j.1467-9450.2011.00931.x
- McIntyre, L. (2018). Post-truth. The MIT Press.
- Moscadelli, A., Albora, G., Biamonte, M. A., Giorgetti, D., Innocenzio, M., Paoli, S., Lorini, C., Bonanni, P., & Bonaccorsi, G. (2020). Fake news and covid-19 in Italy: Results of a quantitative observational study. International Journal of Environmental Researh in Public Health. 17(16), 5850. https://doi.org/10.3390/ijerph17165850.
- Namkoong, J.E., & Henderson, M. D. (2019). Responding to causal uncertainty through abstract thinking. Current Directions in Psychological Science, 28(6), 547-551. https://doi.org/10.1177/0963721419859346
- Newman, M. L., Pennebaker, J. W., Berry, D. S., Richards, J. M. (2003). Lying words: Predicting deception from linguistic styles. Personality and Social Psychology Bulletin, 29(5), 665–675. https://doi.org/10.1177/0146167203029005010
- Mukherjee, A., Venkataraman, V., Liu, B., & Glance, N.S. (2013). What yelp fake review filter might be doing? In Proceedings of the 7th International AAAI Conference on Web and Social Media.
- Ott, M., Cardie, C., & Hancock, J.T. (2013). Negative deceptive opinion spam. In Proceedings of the 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
- Parker, M. D., & Brorson, K. (2005). A comparative study between mean length of utterance in morphemes (MLUm) and mean length of utterance in words (MLUw). First Language, 25(3), 365-376. https://doi.org/10.1177/0142723705059114
- Paslawska, P, & Popielska-Borys, A. (2018) Phenomenon of fake news. Social Communication Special Issue, 4(1), 36–140.
- Pérez-Rosas, V., Kleinberg, B., Lefevre, A., & Mihalcea, R. (2018). Automatic detection of fake news. In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) (pp. 3391–3401). Santa Fe, NM, USA.
- Pennebaker, J.W., Francis, M.E., & Booth, R.J. (2001). Linguistic inquiry and word count: LIWC. Lawrence Erlbaum Associates,
- Posadas-Durán et al. (2019). Posadas-Durán, J.P., Gómez-Adorno H., Sidorov, G, & Escobar, J.J.M. (2019). Detection of fake news in a new corpus for the Spanish language. Journal of Intelligent & Fuzzy Systems, 36(5):4869–4876. https://doi.org/10.3233/JIFS-179034.
- Ramírez-Esparza, N., Pennebaker, J.W., García, F. A., & Suriá, R. (2007). La psicología del uso de las palabras: Un programa de computadora que analiza textos en español [The psychology of word usage: A computer program that analyzes Spanish texts]. Revista mexicana de psicología, 24(1), 85-99.
- Reali, F., Chater, N., & Christiansen, M. H. (2018). Simpler grammar, larger vocabulary: How population size affects language. Proceedings of the Royal Society B, 285(1871), 20172586.. https://doi.org/10.1098/rspb.2017.2586
- Ruffo G., Semeraro A, Giachanou A., &, Rosso P. (2023). Studying fake news spreading, polarisation dynamics, and manipulation by bots: a tale of networks and language. Computer Science Review, 47, 100531, https://doi.org/10.1016/j.cosrev.2022.100531
- Santos, R., Pedro, G., Leal, S., Vale, O., Pardo, T., Bontcheva, K., & Scarton, C. (2020). Measuring the impact of readability features in fake news detection. In Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020) (pp. 1404–1413).
- Marseille, France: ELRA. Sarzynska-Wawer, J., Pawlak, A., Szymanowska, J., Hanusz, K., Wawer, A. (2023). Truth or lie: Exploring the language of deception. PloS ONE 18(2): e0281179. https://doi.org/10.1371/journal.pone.0281179
- Shaffer, J.D. (2022). An improved measure of grammatical complexity: A first step in more accurately assessing the readability of a text. Journal of Shizuoka University Education, 18, 1-10. https://doi.org/10.14945/00028800
- Schelleman-Offermans, K., & Merckelbach, H. (2010). Fantasy proneness as a confounder of verbal lie detection tools. Journal of Investigative Psychology and Offender Profiling, 7(3), 247–260. https://doi.org/10.1002/jip.121
- An-bin, S., & Wei-yi, Q. (2018). Governmental Crisis Communication and Emotion Guidance in Age of Social Media: A Case of 2015 Shenzhen Landslide. Modern Communication (Journal of Communication University of China), 4, 34-41.
- Spence, C., Okajima, K., Cheok, A.D., Petit, O., Michel, C. (2016). Eating with our eyes: From visual hunger to digital satiation. Brain Cognition, 110, 53-63. https://doi.org/10.1016/j.bandc.2015.08.006.
- Stadthagen-Gonzalez, H., Imbault, C., Pérez Sánchez, M.A., Brysbaert, M. (2017). Norms of valence and arousal for 14,031 Spanish words. Behavioral Research Methods, 49(1), 111-123. https://doi.org/10.3758/s13428-015-0700-2.
- Vosoughi, S., Roy, D., & Aral, S. (2018). The spread of true and false news online. Science, 359(6380), 1146–1151. https://doi.org/10.1126/science.aap9559.
- Ward, A. (2019). Fake news: read all about it. New York: New York Times Educational Publishing.
- Wu, Y., Ngai, E., Wu, P., & Wu, C. (2022). Fake news on the internet: a literature review, synthesis and directions for future research. Internet Research, 32(5), 1662-1699. https://doi.org/10.1108/INTR-05-2021-0294
- Xu, M., Wei, Z., & Wu, J. (2022) How emotional communication happens in social media: Predicting “Arousal-Homophily-Echo” emotional communication with multi-dimensional features. Telematics and Informatics Reports, 8, 100019, https://doi.org/10.1016/j.teler.2022.100019.
