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...

Full description

Saved in:  
Bibliographic Details
Authors: Bateman, John A. (Author) ; O'Halloran, Kay L. 1958- (Author) ; Tan, Sabine (Author) ; Wignell, Peter (Author) ; Pham, Duc-Son (Author) ; Grossman, Michele 1957- (Author) ; Vande Moere, Andrew (Author)
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:
Drawer...
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