Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems)
The college of Arizona man made Intelligence Lab (AI Lab) darkish net undertaking is a long term medical study software that goals to check and comprehend the foreign terrorism (Jihadist) phenomena through a computational, data-centric technique. We target to gather "ALL" websites generated through foreign terrorist teams, together with websites, boards, chat rooms, blogs, social networking websites, video clips, digital international, and so on. we've got constructed a number of multilingual facts mining, textual content mining, and net mining options to accomplish hyperlink research, content material research, internet metrics (technical sophistication) research, sentiment research, authorship research, and video research in our examine. The methods and strategies constructed during this venture give a contribution to advancing the sphere of Intelligence and safety Informatics (ISI). Such advances may also help comparable stakeholders to accomplish terrorism study and facilitate foreign safety and peace.
This monograph goals to supply an summary of the darkish internet panorama, recommend a scientific, computational method of figuring out the issues, and illustrate with chosen thoughts, tools, and case stories built via the collage of Arizona AI Lab darkish internet staff individuals. This paintings goals to supply an interdisciplinary and comprehensible monograph approximately darkish net learn alongside 3 dimensions: methodological concerns in darkish net examine; database and computational suggestions to aid info assortment and knowledge mining; and criminal, social, privateness, and information confidentiality demanding situations and approaches. it is going to carry valuable wisdom to scientists, safety pros, counterterrorism specialists, and coverage makers. The monograph can additionally function a reference fabric or textbook in graduate point classes regarding info protection, info coverage, info coverage, details platforms, terrorism, and public policy.
corporations linked to 17 November help teams Suborganizational constructions charged with the fundraising application Others different attributes belonging to this type Sharing ideology project the key pursuits of the association (e.g., destruction of an enemy nation, liberation of occupied territories) Doctrine The ideals of the crowd (e.g., non secular, communist, severe correct) Justification Ideology condones using violence to complete of the use pursuits (e.g., suicide.
learn has contributed to constructing an invaluable technique for accumulating and interpreting darkish net details, making use of the technique to check and study 39 jihad websites, and supplying formal review result of the usability of the method. we're pursuing a few instructions to additional our learn. As terrorists frequently switch their websites to take away lines in their actions, we plan to archive the darkish web pages digitally and to use our technique to tracing terrorist.
277,274 Indexable documents overall 221,684 HTML documents 71,518 be aware records 298 PDF records 841 Dynamic records 145,590 textual content documents 2,878 Excel documents four PowerPoint records five XML documents 554 Multimedia documents overall 49,582 photograph documents 45,707 Audio records 3,429 Video records 449 Archive documents Nonstandard documents 4.2 538 5,471 quantity (bytes) 19,341,345,384 6,502,288,302 2,632,912,620 210,906,045 663,293,376 2,071,734,849 555,403,447 98,560 725,017 367,214,389 10,835,029,216 850,011,712 8,153,419,931 1,831,597,573.
Terrorists/extremists additionally submit pictures and audio/video clips in their “martyrdom operations” with the intention to display their get to the bottom of to struggle their enemies and encourage 144 eight darkish internet characteristic approach Fig. 8.3 A Hamas poster inviting males to affix their army fight. The textual content at the poster says, “Have you fought for the sake of God? you are saying no. then you definately must have your mouth shot” (Source: http://www. palestine-info.com) Fig. 8.4 A poster depicting terrorist chief in Iraq, Abu Mus’ab.
observe authorship id effectively, we needed to start through choosing the correct positive aspects and methods to make use of. regrettably, the inability of consensus in earlier authorship research literature coupled with the applying of id methodologies to a brand new language made this activity an onerous recreation. 2.1 Writing sort positive aspects Writing variety positive aspects are features that may be derived from a message with a purpose to facilitate authorship attribution. various forms of.