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Content and interaction-based map** of Reddit posts related to information security
Ensuring the privacy and safety of platform users has become a complex objective due to the emerging threats that surround any type of network,...
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Efficient annotation reduction with active learning for computer vision-based Retail Product Recognition
The retail industry encounters huge obstacles with computer vision (CV) technology due to frequent model retraining with changing products and...
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A text mining and machine learning study on the trends of and dynamics between collective action and mental health in politically polarized online environments
Social media and online forums play an increasingly important role in the mobilization of collective action. This study examined how the discussion...
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The impact of politicians’ behaviors on hate speech spread: hate speech adoption threshold on Twitter in Japan
In this paper, we hypothesized that a leading politician’s behavior signaling support for the ideas of hate groups will increase hate speech by...
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Towards a holistic view of bias in machine learning: bridging algorithmic fairness and imbalanced learning
Machine learning (ML) is playing an increasingly important role in rendering decisions that affect a broad range of groups in society. This posits...
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Analyzing the influence of web search behavior on electricity market price: a case study of Japan electric power exchange
The Japan Electric Power Exchange (JEPX) has introduced a feed-in premium to promote the trading of renewable energy electricity in the market; thus,...
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Image forgery detection: comprehensive review of digital forensics approaches
Image is a powerful way to share information in the digital world. The sources of images are everywhere, magazines, newspapers, healthcare,...
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TFPsocialmedia: a public dataset for studying Turkish foreign policy
ObjectivesThis data note introduces the TFPsocialmedia dataset, designed to aid social media researchers investigating Turkish Foreign Policy (TFP)....
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A normative approach to radicalization in social networks
In recent decades, the massification of online social connections has made information globally accessible in a matter of seconds. Unfortunately,...
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Inequality and inflation relationship in middle-income countries
This research investigates the connection between inflation and inequality in 44 middle-income countries between 1996 and 2017. Our main objective is...
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Towards misinformation mitigation on social media: novel user activity representation for modeling societal acceptance
Intervention-based mitigation methods have become a common way to fight misinformation on Social Media (SM). However, these methods depend on how...
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Long-term assessment of social amplification of risk during COVID-19: challenges to public health agencies amid misinformation and vaccine stance
This study employs the Social Amplification of Risk Framework to investigate the stance on COVID-19 vaccines and the spread of misinformation on...
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Skewed perspectives: examining the influence of engagement maximization on content diversity in social media feeds
This article investigates the information landscape shaped by curation algorithms that seek to maximize user engagement. Leveraging unique behavioral...
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Data sharing and exchanging with incentive and optimization: a survey
As the landscape of big data evolves, the paradigm of data sharing and exchanging has gained paramount importance. Nonetheless, the transition to...
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Towards a large scale analysis of claims: develo** a machine learning method for detecting and classifying politicians’ claims of representation
In recent decades, many theoreticians have argued that we should pay attention to the claims of representation politicians make about groups in...
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Migration and emotions in the media: can socioeconomic indicators predict emotions in images associated with immigrants?
This study investigates the emotions portrayed in immigration-related visual media across multiple countries and their link to socioeconomic...
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A survey of explainable AI techniques for detection of fake news and hate speech on social media platforms
Artificial intelligence (AI) is a computing field that has played a pivotal role in delivering technological revolutions in various sectors like...
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Planning for the urban future: two-level spatial analysis to discover 15-Minute City potential in urban area and expansion in Tallinn, Estonia
Tallinn, Estonia's capital, has seen substantial urbanisation-related changes in recent decades due to global and geopolitical shifts following the...
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An exploratory analysis of COVID bot vs human disinformation dissemination stemming from the Disinformation Dozen on Telegram
The COVID-19 pandemic of 2021 led to a worldwide health crisis that was accompanied by an infodemic. A group of 12 social media personalities, dubbed...
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Canadian agriculture technology adoption
ObjectivesStatistics Canada administers the Agricultural Census every 5 years, and this paper presents unsuppressed data from the 2016 and 2021...