2019
DOI: 10.1108/jhass-08-2019-0022
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Identifying key actors in an international crisis using dynamic network analysis

Abstract: Purpose The purpose of this study is to examine the extent to which dynamic network analysis (DNA), text mining and natural language processing (NLP) are helpful research tools in identifying the key actors in a complex international crisis. The study uses these tools to identify the key actors in the Syrian crisis as a case study to validate the proposed algorithm. Design/methodology/approach To achieve its main purpose, the study uses a collection of three methodologies, namely, DNA, text mining and NLP. … Show more

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Cited by 3 publications
(2 citation statements)
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“…Their proposed method was validated in identifying key actors in complex international crises. Another study from Tawadros (2019) proposed a combination of network analysis and other data manipulation techniques to investigate the pattern of terror among terrorist organizations. Their study results were helpful in generating a terror landscape for terrorist organizations.…”
Section: Literature Reviewmentioning
confidence: 99%
“…Their proposed method was validated in identifying key actors in complex international crises. Another study from Tawadros (2019) proposed a combination of network analysis and other data manipulation techniques to investigate the pattern of terror among terrorist organizations. Their study results were helpful in generating a terror landscape for terrorist organizations.…”
Section: Literature Reviewmentioning
confidence: 99%
“…All players, partners in the process of ending the crisis, must put an end to sterile and non-existent policies based on the exploitation of terrorism, all forms of terrorism can be considered a pariah and the players who spent huge sums and provided support to groups who lost their legitimacy in Syria and the region and caused a state of instability and insecurity, should put an end to their policies in this regard. The priority here is to refrain them from buying the oil that ISIS sells, and to stop the financial transfers to this terrorist organization and to prevent foreign terrorists from entering the region (Tawadros, 2019). Unification of all Syrian opposition groups under a unified leadership to easily negotiate internally and internationally.…”
Section: The Required Common Acceptable Standards For the Syrian National Discoursementioning
confidence: 99%