Interpreting text and image relations in violent extremist discourse: a mixed methods approach for big data analytics
This article presents a mixed methods approach for analysing text and image relations in violent extremist discourse. The approach involves integrating multimodal discourse analysis with data mining and information visualisation, resulting in theoretically informed empirical techniques for automated...
Authors: | ; ; ; ; ; ; |
---|---|
Format: | Electronic Article |
Language: | English |
Published: |
2019
|
In: |
Terrorism and political violence
Year: 2019, Volume: 31, Issue: 3, Pages: 454-474 |
Online Access: |
Presumably Free Access Volltext (lizenzpflichtig) Volltext (lizenzpflichtig) |
Journals Online & Print: | |
Check availability: | HBZ Gateway |
Keywords: |
MARC
LEADER | 00000caa a2200000 4500 | ||
---|---|---|---|
001 | 1698562160 | ||
003 | DE-627 | ||
005 | 20231116104557.0 | ||
007 | cr uuu---uuuuu | ||
008 | 200519s2019 xx |||||o 00| ||eng c | ||
024 | 7 | |a 10.1080/09546553.2016.1233871 |2 doi | |
035 | |a (DE-627)1698562160 | ||
035 | |a (DE-599)KXP1698562160 | ||
040 | |a DE-627 |b ger |c DE-627 |e rda | ||
041 | |a eng | ||
084 | |a 2,1 |2 ssgn | ||
100 | 1 | |a Bateman, John A. |e VerfasserIn |4 aut | |
245 | 1 | 0 | |a Interpreting text and image relations in violent extremist discourse |b a mixed methods approach for big data analytics |c Kay L. OʹHalloran, Sabine Tan, Peter Wignell, John A. Bateman, Duc-Son Pham, Michele Grossman, Andrew Vande Moere |
264 | 1 | |c 2019 | |
300 | |b Illustrationen | ||
336 | |a Text |b txt |2 rdacontent | ||
337 | |a Computermedien |b c |2 rdamedia | ||
338 | |a Online-Ressource |b cr |2 rdacarrier | ||
520 | |a This article presents a mixed methods approach for analysing text and image relations in violent extremist discourse. The approach involves integrating multimodal discourse analysis with data mining and information visualisation, resulting in theoretically informed empirical techniques for automated analysis of text and image relations in large datasets. The approach is illustrated by a study which aims to analyse how violent extremist groups use language and images to legitimise their views, incite violence, and influence recruits in online propaganda materials, and how the images from these materials are re-used in different media platforms in ways that support and resist violent extremism. The approach developed in this article contributes to what promises to be one of the key areas of research in the coming decades: namely the interdisciplinary study of big (digital) datasets of human discourse, and the implications of this for terrorism analysis and research. | ||
650 | 4 | |a Big data analytics | |
650 | 4 | |a Dabiq | |
650 | 4 | |a Data Mining | |
650 | 4 | |a information visualisation | |
650 | 4 | |a Islamic State (ISIS and ISIL) | |
650 | 4 | |a Mixed Methods | |
650 | 4 | |a multimodal discourse analysis | |
650 | 4 | |a terrorism analysis | |
650 | 4 | |a violent extremist discourse | |
700 | 1 | |a O'Halloran, Kay L. |d 1958- |e VerfasserIn |0 (DE-588)109821241X |0 (DE-627)857498932 |0 (DE-576)469033053 |4 aut | |
700 | 1 | |a Tan, Sabine |e VerfasserIn |4 aut | |
700 | 1 | |a Wignell, Peter |e VerfasserIn |4 aut | |
700 | 1 | |a Pham, Duc-Son |e VerfasserIn |4 aut | |
700 | 1 | |a Grossman, Michele |d 1957- |e VerfasserIn |0 (DE-588)139208100 |0 (DE-627)609039032 |0 (DE-576)187584729 |4 aut | |
700 | 1 | |a Vande Moere, Andrew |e VerfasserIn |4 aut | |
773 | 0 | 8 | |i Enthalten in |t Terrorism and political violence |d London : Cass, 1989 |g 31(2019), 3, Seite 454-474 |h Online-Ressource |w (DE-627)349234795 |w (DE-600)2080322-9 |w (DE-576)113563507 |x 1556-1836 |7 nnns |
773 | 1 | 8 | |g volume:31 |g year:2019 |g number:3 |g pages:454-474 |
856 | |u https://lirias.kuleuven.be/bitstream/20.500.12942/715203/2/246508.pdf |x unpaywall |z Vermutlich kostenfreier Zugang |h repository [oa repository (via OAI-PMH doi match)] | ||
856 | 4 | 0 | |u https://doi.org/10.1080/09546553.2016.1233871 |x Resolving-System |z lizenzpflichtig |
856 | 4 | 0 | |u https://www.tandfonline.com/doi/full/10.1080/09546553.2016.1233871 |x Verlag |z lizenzpflichtig |3 Volltext |
936 | u | w | |d 31 |j 2019 |e 3 |h 454-474 |
951 | |a AR | ||
ELC | |a 1 | ||
LOK | |0 000 xxxxxcx a22 zn 4500 | ||
LOK | |0 001 4409406647 | ||
LOK | |0 003 DE-627 | ||
LOK | |0 004 1698562160 | ||
LOK | |0 005 20231116104416 | ||
LOK | |0 008 231116||||||||||||||||ger||||||| | ||
LOK | |0 040 |a DE-21-110 |c DE-627 |d DE-21-110 | ||
LOK | |0 092 |o n | ||
LOK | |0 852 |a DE-21-110 | ||
LOK | |0 852 1 |9 00 | ||
LOK | |0 935 |a krub | ||
OAS | |a 1 | ||
ORI | |a WA-MARC-krimdoka001.raw |