Journal Article |
The Enemy of My Enemy Is Not My Friend: Arabic Twitter Sentiment toward ISIS and the United States
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A counter-intuitive finding emerges from an analysis of Arabic Twitter posts from 2014 to 2015: Twitter participants who are negative toward the Islamic State of Iraq and the Levant (ISIS) are also more likely to hold negative views of the United States. This surprising correlation is due to the interpretations of two sets of users. One set of users views the United States and ISIS negatively as independent interventionist powers in the region. The other set of users negatively links the United States with ISIS, often asserting a secretive conspiracy between the two. The intense negativity toward the United States in the Middle East seems conducive to views that, in one way or another, cause citizens to link the United States and ISIS in a conspiratorial manner.
A partir de un análisis de publicaciones en árabe en Twitter correspondientes al período 2014–2015, surge una conclusión contraria a la intuición: Quienes participan en Twitter y tienen una actitud negativa con respecto al Estado Islámico de Irak y el Levante (EIIL) también tienen más probabilidades de ostentar una opinión negativa con respecto a los Estados Unidos (EE. UU.). Esta sorprendente correlación se debe a las interpretaciones de dos grupos de usuarios. Uno de dichos grupos tiene una visión negativa de los EE. UU. y del EIIL, ya que los considera poderes intervencionistas independientes en la región. El otro grupo de usuarios establece una vinculación negativa entre los EE. UU. y el EIIL, y suele afirmar que existe una conspiración secreta entre los dos. La intensa negatividad con respecto a los Estados Unidos en el Oriente Medio parece propiciar opiniones que, de una u otra manera, hacen que los ciudadanos establezcan una vinculación conspirativa entre los EE. UU. y el EIIL.
Une conclusion contre-intuitive ressort d’une analyse des publications Twitter en arabe de 2014–2015: les participants à Twitter qui ont une opinion négative de l’État islamique en Irak et au Levant sont également plus susceptibles d’avoir une opinion négative des États-Unis. Cette corrélation surprenante est due aux interprétations de deux ensembles d’utilisateurs. Un ensemble d’utilisateurs voit négativement les États-Unis et l’État islamique en Irak et au Levant puisqu’il les considère comme des puissances interventionnistes indépendantes dans la région. L’autre ensemble d’utilisateurs les associe négativement en affirmant souvent qu’il existe une conspiration secrète entre eux deux. L’intense négativité à l’égard des États-Unis au Moyen-Orient semble propice à des points de vue qui, d’une manière ou d’une autre, amènent les citoyens à établir un lien conspirationniste entre les États-Unis et l’État islamique en Irak et au Levant.
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2021 |
Romney, D., Jamal, A.A., Keohane, R.O. and Tingley, D. |
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Journal Article |
https://www.tandfonline.com/doi/full/10.1080/18335330.2021.1969030
View Abstract
This study investigated the phenomena of group polarisation with particular attention to the differences between offline and online settings. Polarisation is a process that leads people to develop extreme ideologies. Three hundred and seven participants were recruited and randomly assigned to different experimental conditions, i.e. antisocial and prosocial polarisation, within groups of 6 people composed of four confederates, participating in discussions about a social dilemma under two different circumstances: face to face and online. The degree of polarisation was assessed considering the final decisions adopted by the participants, as well as the internal dynamics characterising their final attitudes, i.e. compliance versus conversion. Results showed that online groups appeared more susceptible to polarisation and their members reported a greater degree of conformism. In particular, within online environments, the risk of being polarised, both antisocially and prosocially, increased by around 12%. Furthermore, in an online setting, a greater degree of conversion emerged only when the members decided to adopt a pro-social behaviour, while a greater degree of compliance emerged whenever they decided to adopt antisocial behaviour.
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2021 |
Sabadini, C., Rinaldi, M. and Guazzini, A. |
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Journal Article |
Differentiating terrorist groups: a novel approach to leverage their online communication
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Any intervention in the violent acts of terrorist groups requires accurate differentiation among the groups themselves, which has largely been overlooked in their study beyond qualitative work. To explore the notion of terrorist group differentiation, the online communication of six violent groups were collected: Al-Nusrah Front, al-Qa’ida Central, al-Qa’ida in the Arabian Peninsula, Hamas, Islamic State of Iraq and Syria, and Taliban. All six groups embedded their ideology in digitised documents that were shared through multiple online social networks and media platforms in attempts to influence individuals to identify with their beliefs. The way these groups constructed social roles for their supporters in their ideology was proposed as a novel way to differentiate them and key term extraction was used to find important terms referenced in their communication. Experimental classification was devised to find the highest-ranking roles capable of prediction. Role terms produced high accuracy scores across experiments differentiating the groups (95%CI: 95–98%), with varying inter-group and intra-ideological differences emerging from authority-, religion-, closeness-, and conflict-based social roles. This suggests these constructs possess strong predictive potential to separate terrorist groups through nuanced expressions observed in their communication behaviour and advances our understanding of how these groups deploy harmful ideology.
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2021 |
De Bruyn, P.C. |
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Journal Article |
A community resilience linguistic framework for risk assessment: using second order moral foundations and emotion on social media
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Mainstream risk assessment frameworks such as TRAP-18, ERG22+, VERA-2R, and RADAR largely use Structured Professional Judgement to map individuals against four critical factors; ideology, affiliation, grievance, and moral emotions. However, the growing use of online communication platforms by extremists presents a series of opportunities to complement or extend existing risk assessment frameworks. Here, we examine linguistic markers of morality and emotion in ideologically diverse online discussion groups and discuss their relevance to extant risk assessment frameworks. Specifically, we draw on social media data from the Reddit platform collected across a range of community topics. Nine hundred and eighty-eight threads containing 272,298 individual comments were processed before constructing high-order models of moral emotions. Emotional and moral linguistic content was then derived from these comments. We then conducted comparisons of linguistic content between mainstream left and right political discourse, anti-Muslim (far-right), Men’s Rights (Incel-like), and a nonviolent apolitical control group. Results show that a combination of individualising moral communication and high emotionality separate far-right and Incel-like groups from mainstream political discourse and provide an early warning opportunity.
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2022 |
Kernot, D., Leslie, S. and Wood, M. |
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Book |
Salafi-Jihadism and Digital Media
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While the interest in Salafi-jihadism and the digital arena is not a new phenomenon, a limited amount of research has focused on the specific strategies and narratives disseminated by local groups and online supporter communities at the national and international level. The editors provide a brief introduction to the issue of Salafi-jihadism and digital media within the Swedish context, and further define the aim and research questions of the volume at hand. In addition, the current chapter defines some of the key concepts used throughout the volume, and further discusses some additional methodological considerations.
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2022 |
Ranstorp, M., Ahlerup, L. and Ahlin, F. eds. |
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Journal Article |
Techniques to detect terrorists/extremists on the dark web: a review
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Purpose
With the proliferation of terrorist/extremist websites on the World Wide Web, it has become progressively more crucial to detect and analyze the content on these websites. Accordingly, the volume of previous research focused on identifying the techniques and activities of terrorist/extremist groups, as revealed by their sites on the so-called dark web, has also grown.
Design/methodology/approach
This study presents a review of the techniques used to detect and process the content of terrorist/extremist sites on the dark web. Forty of the most relevant data sources were examined, and various techniques were identified among them.
Findings
Based on this review, it was found that methods of feature selection and feature extraction can be used as topic modeling with content analysis and text clustering.
Originality/value
At the end of the review, present the current state-of-the- art and certain open issues associated with Arabic dark Web content analysis.
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2022 |
Alghamdi, H. and Selamat, A. |
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