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2024 | OriginalPaper | Buchkapitel

ROMCIR 2024: Overview of the 4th Workshop on Reducing Online Misinformation Through Credible Information Retrieval

verfasst von : Marinella Petrocchi, Marco Viviani

Erschienen in: Advances in Information Retrieval

Verlag: Springer Nature Switzerland

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Abstract

In the realm of the Social Web, we are continuously surrounded by information pollution, posing significant threats to both individuals and society as a whole. Instances of false news, for instance, wield the power to sway public opinion on matters of politics and finance. Deceptive reviews can either bolster or tarnish the reputation of businesses, while unverified medical advice may steer people toward harmful health practices. In light of this challenging landscape, it has become imperative to ensure that users have access to both topically relevant and truthful information that does not warp their perception of reality, and there has been a surge of interest in various strategies to combat disinformation through different contexts and multiple tasks. The purpose of the ROMCIR Workshop, for some years now, is precisely that of engaging the Information Retrieval community to explore potential solutions that extend beyond conventional misinformation detection approaches. Key objectives include integrating information truthfulness as a fundamental dimension of relevance within Information Retrieval Systems (IRSs) and ensuring that truthful search results are also explainable to IRS users. Moreover, it is essential to evaluate the role of generative models such as Language Models (LLMs) in inadvertently amplifying misinformation problems, and how they can be used to support IRSs.

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Literatur
1.
Zurück zum Zitat Bawden, D., Holtham, C., Courtney, N.: Perspectives on information overload. In: Aslib proceedings, vol. 51, pp. 249–255. MCB UP Ltd. (1999) Bawden, D., Holtham, C., Courtney, N.: Perspectives on information overload. In: Aslib proceedings, vol. 51, pp. 249–255. MCB UP Ltd. (1999)
2.
Zurück zum Zitat Bozdag, E., Van Den Hoven, J.: Breaking the filter bubble: democracy and design. Ethics Inf. Technol. 17, 249–265 (2015)CrossRef Bozdag, E., Van Den Hoven, J.: Breaking the filter bubble: democracy and design. Ethics Inf. Technol. 17, 249–265 (2015)CrossRef
4.
Zurück zum Zitat Chen, S., Xiao, L., Kumar, A.: Spread of misinformation on social media: what contributes to it and how to combat it. Comput. Hum. Behav. 141, 107643 (2023)CrossRef Chen, S., Xiao, L., Kumar, A.: Spread of misinformation on social media: what contributes to it and how to combat it. Comput. Hum. Behav. 141, 107643 (2023)CrossRef
5.
Zurück zum Zitat Del Vicario, M., et al.: The spreading of misinformation online. Proc. Natl. Acad. Sci. 113(3), 554–559 (2016)CrossRef Del Vicario, M., et al.: The spreading of misinformation online. Proc. Natl. Acad. Sci. 113(3), 554–559 (2016)CrossRef
6.
Zurück zum Zitat Khaleel, I., et al.: Health information overload among health consumers: a scoping review. Patient Educ. Couns. 103(1), 15–32 (2020)MathSciNetCrossRef Khaleel, I., et al.: Health information overload among health consumers: a scoping review. Patient Educ. Couns. 103(1), 15–32 (2020)MathSciNetCrossRef
7.
Zurück zum Zitat Kojima, T., Gu, S.S., Reid, M., Matsuo, Y., Iwasawa, Y.: Large language models are zero-shot reasoners. Adv. Neural. Inf. Process. Syst. 35, 22199–22213 (2022) Kojima, T., Gu, S.S., Reid, M., Matsuo, Y., Iwasawa, Y.: Large language models are zero-shot reasoners. Adv. Neural. Inf. Process. Syst. 35, 22199–22213 (2022)
8.
Zurück zum Zitat Lioma, C., Simonsen, J.G., Larsen, B.: Evaluation measures for relevance and credibility in ranked lists. In: Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, pp. 91–98 (2017) Lioma, C., Simonsen, J.G., Larsen, B.: Evaluation measures for relevance and credibility in ranked lists. In: Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, pp. 91–98 (2017)
9.
Zurück zum Zitat Livraga, G., Viviani, M.: Data confidentiality and information credibility in on-line ecosystems. In: Proceedings of the 11th International Conference on Management of Digital Ecosystems, pp. 191–198 (2019) Livraga, G., Viviani, M.: Data confidentiality and information credibility in on-line ecosystems. In: Proceedings of the 11th International Conference on Management of Digital Ecosystems, pp. 191–198 (2019)
10.
Zurück zum Zitat Monteith, S., Glenn, T., Geddes, J.R., Whybrow, P.C., Achtyes, E., Bauer, M.: Artificial intelligence and increasing misinformation. Br. J. Psychiatry 224, 1–3 (2023) Monteith, S., Glenn, T., Geddes, J.R., Whybrow, P.C., Achtyes, E., Bauer, M.: Artificial intelligence and increasing misinformation. Br. J. Psychiatry 224, 1–3 (2023)
11.
Zurück zum Zitat Pasi, G., Viviani, M.: Information credibility in the social web: contexts, approaches, and open issues. arXiv preprint arXiv:2001.09473 (2020) Pasi, G., Viviani, M.: Information credibility in the social web: contexts, approaches, and open issues. arXiv preprint arXiv:​2001.​09473 (2020)
12.
Zurück zum Zitat Petrocchi, M., Viviani, M.: Overview of ROMCIR 2022: the 2nd workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2022 CEUR Workshop Proceedings, vol. 3138, pp. i–vii (2022) Petrocchi, M., Viviani, M.: Overview of ROMCIR 2022: the 2nd workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2022 CEUR Workshop Proceedings, vol. 3138, pp. i–vii (2022)
13.
Zurück zum Zitat Petrocchi, M., Viviani, M.: Overview of ROMCIR 2023: the 3rd workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2023 CEUR Workshop Proceedings, vol. 3406, pp. i–ix (2023) Petrocchi, M., Viviani, M.: Overview of ROMCIR 2023: the 3rd workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2023 CEUR Workshop Proceedings, vol. 3406, pp. i–ix (2023)
14.
Zurück zum Zitat Saracco, F., Viviani, M.: Overview of ROMCIR 2021: workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2021 CEUR Workshop Proceedings vol. 2838, pp. i–vii (2021) Saracco, F., Viviani, M.: Overview of ROMCIR 2021: workshop on reducing online misinformation through credible information retrieval. In: ROMCIR 2021 CEUR Workshop Proceedings vol. 2838, pp. i–vii (2021)
16.
Zurück zum Zitat Villa, G., Pasi, G., Viviani, M.: Echo chamber detection and analysis: a topology-and content-based approach in the COVID-19 scenario. Soc. Netw. Anal. Min. 11(1), 78 (2021)CrossRef Villa, G., Pasi, G., Viviani, M.: Echo chamber detection and analysis: a topology-and content-based approach in the COVID-19 scenario. Soc. Netw. Anal. Min. 11(1), 78 (2021)CrossRef
17.
Zurück zum Zitat Viviani, M., Pasi, G.: Credibility in social media: opinions, news, and health information-a survey. Wiley Interdisc. Rev. Data Mining Knowl. Discov. 7(5), e1209 (2017)CrossRef Viviani, M., Pasi, G.: Credibility in social media: opinions, news, and health information-a survey. Wiley Interdisc. Rev. Data Mining Knowl. Discov. 7(5), e1209 (2017)CrossRef
18.
Zurück zum Zitat Wardle, C., Derakhshan, H.: Information disorder: toward an interdisciplinary framework for research and policy making. Counc. Europe 27 (2017) Wardle, C., Derakhshan, H.: Information disorder: toward an interdisciplinary framework for research and policy making. Counc. Europe 27 (2017)
19.
Zurück zum Zitat Xu, D., Fan, S., Kankanhalli, M.: Combating misinformation in the era of generative AI models. In: Proceedings of the 31st ACM International Conference on Multimedia, pp. 9291–9298 (2023) Xu, D., Fan, S., Kankanhalli, M.: Combating misinformation in the era of generative AI models. In: Proceedings of the 31st ACM International Conference on Multimedia, pp. 9291–9298 (2023)
Metadaten
Titel
ROMCIR 2024: Overview of the 4th Workshop on Reducing Online Misinformation Through Credible Information Retrieval
verfasst von
Marinella Petrocchi
Marco Viviani
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-56069-9_54

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