Misinformation detection in social networks using emotion analysis and user behavior analysis DOI

V. Indu,

Sabu M. Thampi

Pattern Recognition Letters, Journal Year: 2024, Volume and Issue: 182, P. 60 - 66

Published: April 14, 2024

Language: Английский

Human or machine? The perception of artificial intelligence in journalism, its socio-economic conditions, and technological developments toward the digital future DOI

Václav Moravec,

Nik Hynek, Marinko Škare

et al.

Technological Forecasting and Social Change, Journal Year: 2023, Volume and Issue: 200, P. 123162 - 123162

Published: Dec. 26, 2023

Language: Английский

Citations

18

Research on Disinformation in Academic Studies: Perspectives through a Bibliometric Analysis DOI Creative Commons
Nuria Navarro Sierra, Silvia Magro Vela, Raquel Segura

et al.

Publications, Journal Year: 2024, Volume and Issue: 12(2), P. 14 - 14

Published: May 7, 2024

Disinformation is a phenomenon of concern to all political systems, as it poses threat freedom and democracy through the manipulation public opinion aimed at eroding institutions. This paper presents bibliometric systematized study which allows establishment comprehensive view research current state academic investigations on disinformation. To this end, content analysis scientific articles indexed in Scopus up 31 December 2023 has been carried out based three categories analysis: journals, authors investigations. Similarly, systematic 50 most cited sample was performed order gain deeper understanding nature, motivations methodological approaches these The results indicate that disinformation topic gained great interest community since 2018, with special mention impact COVID-19 vaccines against disease. Thus, can be concluded an object attracts significant attention must approached from transdisciplinarity respond complexity.

Language: Английский

Citations

8

Navigating the Web of Disinformation and Misinformation: Large Language Models as Double-Edged Swords DOI Creative Commons

Siddhant Bikram Shah,

Surendrabikram Thapa,

Ashish Acharya

et al.

IEEE Access, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 1

Published: Jan. 1, 2024

This paper explores the dual role of Large Language Models (LLMs) in context online misinformation and disinformation. In today's digital landscape, where internet social media facilitate rapid dissemination information, discerning between accurate content falsified information presents a formidable challenge. Misinformation, often arising unintentionally, disinformation, crafted deliberately, are at forefront this LLMs such as OpenAI's GPT-4, equipped with advanced language generation abilities, present double-edged sword scenario. While they hold promise combating by fact-checking detecting LLM-generated text, their ability to generate realistic, contextually relevant text also poses risks for creating propagating misinformation. Further, plagued many problems biases, knowledge cutoffs, hallucinations, which may further perpetuate The outlines historical developments detection how it affects consumption, especially among youth, introduces applications various domains. It then critically analyzes potential counter disinformation sensitive topics healthcare, COVID-19, political agendas. discusses mitigation strategies, ethical considerations, regulatory measures, summarizing previous methods proposing future research direction toward leveraging benefits while minimizing misuse risks. concludes acknowledging powerful tools significant implications both spreading age.

Language: Английский

Citations

8

Keywords attention for fake news detection using few positive labels DOI
Mariana Caravanti de Souza, Marcos Paulo Silva Gôlo,

Alípio Mário Guedes Jorge

et al.

Information Sciences, Journal Year: 2024, Volume and Issue: 663, P. 120300 - 120300

Published: Feb. 7, 2024

Language: Английский

Citations

6

‘You can’t really separate these risks, our environment, our animals and us’: Australian children’s perceptions of the risks of the climate crisis DOI Creative Commons
Grace Arnot, Hannah Pitt, Simone McCarthy

et al.

Health Promotion International, Journal Year: 2024, Volume and Issue: 39(2)

Published: March 7, 2024

Abstract Perceptions of the risks associated with climate crisis are shaped by a range social and political contexts information sources. While some have expressed concerns about impact spread misinformation through media platforms on young people, others shown that youth movement has played key role in countering misinformation. Despite this, there been very limited research children how they conceptualize crisis, receive information, understand apply this to their own others’ lives. The following qualitative study used photo-elicitation techniques in-depth interviews Australian address gap. A total n = 28 (12–16 years) participated, four themes constructed from data using reflexive approach thematic analysis. Children were concerned would continue harm futures health planet people. They recognized groups countries experience more as compared others. received different sources (school, family, media), mostly seek out information. sites could be source misinformation, argued strategies needed identify counter false crisis. Children's perspectives must harnessed improve action.

Language: Английский

Citations

6

Revolutionizing Retail: Examining the Influence of Blockchain-Enabled IoT Capabilities on Sustainable Firm Performance DOI Open Access

Hassan Nazir,

Jianqiang Fan

Sustainability, Journal Year: 2024, Volume and Issue: 16(9), P. 3534 - 3534

Published: April 24, 2024

Blockchain has revolutionized the field of supply chain management, allowing firms to optimize their operations and achieve enhanced levels efficiency environmental responsibility. This study investigates relationships between functionalities blockchain-enabled Internet Things (IoT) many aspects chain, namely, supplier integration, internal customer sustainable logistic capabilities. It also analyses impact these correlations on performance sustainability firms. is grounded in an empirical inquiry carried out using a questionnaire survey retail industry Pakistan. Partial Least Squares Structural Equation Modelling (PLS-SEM) was employed analyze data. The findings indicate direct correlation use BC-enabled capabilities integration as well Furthermore, there strong meaningful firm performance. research that combined digital innovations results higher corporate sustainability. By embracing digitization through blockchain technology, business organizations can attain excellence. enhances adoption environmentally beneficial actions, minimizes waste, decreases carbon emissions across chains, thus reinforcing connection As result, enterprises may execute sustainably improved logistical effective integration. hold great theoretical practical significance for improving management efficacy accomplishing multiple SDGs, including SDG-8, SDG-9, SDG-11, SDG-12.

Language: Английский

Citations

6

Social media users’ perceptions about health mis- and disinformation on social media DOI Creative Commons
Jim P. Stimpson, Alexander N. Ortega

Health Affairs Scholar, Journal Year: 2023, Volume and Issue: 1(4)

Published: Sept. 26, 2023

This study used recently released nationally representative data with new measures on health information seeking to estimate the prevalence and predictors of adult social media users' perceptions mis- disinformation media. Most adults who use perceive some (46%) or a lot (36%) false misleading media, but nearly one-fifth reported either none little (18%). More than two-thirds participants that they were unable assess as true (67%). Our identified certain population groups might be focus future intervention work, such make decisions. The perception by users is highly prevalent may lend greater urgency mitigate spread harms public health.

Language: Английский

Citations

14

The Digitalization Paradigm: Impacts on Agri-Food Supply Chain Profitability and Sustainability DOI Open Access
Yan Dong, Sayed Fayaz Ahmad, Muhammad Irshad

et al.

Sustainability, Journal Year: 2023, Volume and Issue: 15(21), P. 15627 - 15627

Published: Nov. 4, 2023

Digitization has completely changed the landscape of supply chain management, which enables businesses to streamline their processes and attain higher levels profitability sustainability. This study investigates relationships between digitalization elements, particularly integration, communication, operation, distribution, effects on corporate The research is based an empirical investigation conducted through a questionnaire survey agri-food industries in Pakistan. PLS-SEM was used for analysis data. results show positive relationship processes, distribution. Moreover, significant exists digitalized distribution with business concludes that synergistic effect digital advancements leads increased Business organizations may put themselves at forefront excellence by adopting digitalization, benefiting from effective operations, findings have lot practical theoretical implications management help several sustainable development goals, e.g., SDG-8, SDG-9, SDG-11, SDG-12.

Language: Английский

Citations

14

A multi-theoretical view on social media continuance intention: Combining theory of planned behavior, expectation-confirmation model and consumption values DOI Creative Commons
Mohammad Mehrabioun Mohammadi

Digital Business, Journal Year: 2023, Volume and Issue: 4(1), P. 100070 - 100070

Published: Nov. 29, 2023

This research introduces an innovative multi-theoretical model that combines Expectation-Confirmation Theory, Theory of Consumption Values, and Planned Behavior to shed light on the intricate determinants influencing users' intentions continue engaging with social media platforms as a post-adoptive behavior. Drawing upon data collected from 425 valid survey responses, this study affirms effectiveness combined in predicting persist using emphasizes central importance constructs. The theory emerges primary driver shaping intention for continued use, surpassing significance Values Furthermore, enriches our comprehension profound all types consumption values context, unveiling hierarchy these their varying impact maintain engagement. By embracing perspectives across diverse array platforms, enhances generalizability applicability its findings, ensuring relevance contexts. Additionally, delves into moderating role experience, intriguing dynamics user behavior elucidating distinctions between experienced less users usage patterns. paper explores theoretical, methodological, practical, implications findings.

Language: Английский

Citations

13

Detection of Fake Profiles on Online Social Network Platforms: Performance Evaluation of Artificial Intelligence Techniques DOI
Akash Shah, Sapna Varshney, Monica Mehrotra

et al.

SN Computer Science, Journal Year: 2024, Volume and Issue: 5(5)

Published: April 25, 2024

Language: Английский

Citations

5