Dark Web: Exploring and Data Mining the Dark Side of the Web by Ramesh Sharda

By Ramesh Sharda

The collage of Arizona synthetic Intelligence Lab (AI Lab) darkish internet undertaking is a long term clinical study application that goals to review and comprehend the foreign terrorism (Jihadist) phenomena through a computational, data-centric strategy. We target to gather "ALL" web pages generated by means of overseas terrorist teams, together with sites, boards, chat rooms, blogs, social networking websites, video clips, digital international, and so on. now we have constructed a number of multilingual information mining, textual content mining, and net mining concepts to accomplish hyperlink research, content material research, internet metrics (technical sophistication) research, sentiment research, authorship research, and video research in our examine. The techniques and strategies built during this undertaking give a contribution to advancing the sphere of Intelligence and protection Informatics (ISI). S

Show description

Read or Download Dark Web: Exploring and Data Mining the Dark Side of the Web PDF

Similar data mining books

Machine Learning: The Art and Science of Algorithms that Make Sense of Data

As some of the most entire laptop studying texts round, this booklet does justice to the field's very good richness, yet with out wasting sight of the unifying ideas. Peter Flach's transparent, example-based strategy starts by way of discussing how a unsolicited mail clear out works, which provides an instantaneous creation to desktop studying in motion, with at the least technical fuss.

Fuzzy logic, identification, and predictive control

The complexity and sensitivity of contemporary commercial approaches and structures more and more require adaptable complex regulate protocols. those controllers need to be in a position to care for conditions difficult ôjudgementö instead of easy ôyes/noö, ôon/offö responses, situations the place an vague linguistic description is usually extra proper than a cut-and-dried numerical one.

Data Clustering in C++: An Object-Oriented Approach

Information clustering is a hugely interdisciplinary box, the target of that is to divide a suite of gadgets into homogeneous teams such that items within the related crew are comparable and gadgets in several teams are relatively distinctive. hundreds of thousands of theoretical papers and a couple of books on information clustering were released over the last 50 years.

Fifty Years of Fuzzy Logic and its Applications

Accomplished and well timed document on fuzzy common sense and its applications
Analyzes the paradigm shift in uncertainty administration upon the creation of fuzzy logic
Edited and written through best scientists in either theoretical and utilized fuzzy logic

This booklet provides a complete document at the evolution of Fuzzy good judgment on account that its formula in Lotfi Zadeh’s seminal paper on “fuzzy sets,” released in 1965. additionally, it includes a stimulating sampling from the extensive box of analysis and improvement encouraged via Zadeh’s paper. The chapters, written by way of pioneers and sought after students within the box, convey how fuzzy units were effectively utilized to man made intelligence, keep an eye on idea, inference, and reasoning. The booklet additionally experiences on theoretical concerns; gains fresh purposes of Fuzzy common sense within the fields of neural networks, clustering, facts mining and software program trying out; and highlights an incredible paradigm shift brought on by Fuzzy good judgment within the sector of uncertainty administration. Conceived through the editors as an instructional party of the fifty years’ anniversary of the 1965 paper, this paintings is a must have for college kids and researchers prepared to get an inspiring photo of the prospects, barriers, achievements and accomplishments of Fuzzy Logic-based systems.

Topics
Computational Intelligence
Data Mining and data Discovery
Control
Artificial Intelligence (incl. Robotics)

Additional resources for Dark Web: Exploring and Data Mining the Dark Side of the Web

Example text

The Lab now provides search access to these forums through its Dark Web Forum Portal, and in its beta form, the portal provides access to 29 forums, which together comprise nearly 13,000,000 messages from 340,000 participants in four different languages (English, Arabic, German, and Russian). The Portal also provides statistical analysis, download, translation, and social network visualization functions for each selected forum. jsp. 3 Dark Web Project Structure and Resources The Dark Web project is a multiyear, multiinstitutional, and multidisciplinary research program that spans information systems, computer science, terrorism study, intelligence analysis, international relations, etc.

Dr. Hsinchun Chen is serving as editor in chief of Springer SI. 4 1 Dark Web Research Overview Dark Web Publications The Dark Web team has been extremely productive in generating and sharing significant scientific findings and academic publications in books, proceedings, and journal and conference papers over the past 8 years. We include significant publications below such that readers can find more information about our project. Selected research findings are also summarized in subsequent chapters, with more details on approaches, findings, and references.

These online discussion sites are dedicated to topics relating primarily to Islamic ideology and theology. The Lab now provides search access to these forums through its Dark Web Forum Portal, and in its beta form, the portal provides access to 29 forums, which together comprise nearly 13,000,000 messages from 340,000 participants in four different languages (English, Arabic, German, and Russian). The Portal also provides statistical analysis, download, translation, and social network visualization functions for each selected forum.

Download PDF sample

Rated 4.98 of 5 – based on 9 votes