By Hsinchun Chen
The collage of Arizona man made Intelligence Lab (AI Lab) darkish net venture is a long term clinical learn application that goals to review and comprehend the overseas terrorism (Jihadist) phenomena through a computational, data-centric method. We goal to gather "ALL" websites generated by way of foreign terrorist teams, together with websites, boards, chat rooms, blogs, social networking websites, video clips, digital international, and so on. we've got built numerous multilingual facts 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 learn. The methods and techniques built during this venture give a contribution to advancing the sector of Intelligence and safety Informatics (ISI). Such advances may help similar stakeholders to accomplish terrorism learn and facilitate overseas safeguard and peace. This monograph goals to supply an outline of the darkish internet panorama, recommend a scientific, computational method of knowing the issues, and illustrate with chosen ideas, equipment, and case reviews constructed by way of the collage of Arizona AI Lab darkish internet workforce contributors. This paintings goals to supply an interdisciplinary and comprehensible monograph approximately darkish net examine alongside 3 dimensions: methodological matters in darkish net study; database and computational ideas to aid details assortment and information mining; and criminal, social, privateness, and information confidentiality demanding situations and approaches. it's going to deliver worthwhile wisdom to scientists, protection pros, counterterrorism specialists, and coverage makers. The monograph can additionally function a reference fabric or textbook in graduate point classes concerning details protection, info coverage, info coverage, details platforms, terrorism, and public coverage.
Read Online or Download Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems) PDF
Similar web development books
Read e-book online No Code Required: Giving Users Tools to Transform the Web PDF
Innovative instruments are rising from learn labs that allow all machine clients to customise and automate their use of the net with out studying tips on how to software. No Code Required takes leading edge fabric from educational and leaders - the folks developing those instruments -- and offers the examine, improvement, software, and impression of a number of new and rising structures.
New PDF release: Node.js in Practice
Node. js in perform is a set of absolutely confirmed examples that provide suggestions to the typical and not-so-common concerns you face if you happen to roll out Node. You'll dig into very important subject matters just like the fine details of event-based programming, how and why to exploit closures, easy methods to constitution purposes to exploit end-to-end JavaScript apps, and extra.
Get Node.js for .NET Developers PDF
Construct scalable, high-traffic web content and internet purposes with Node. js
For many . internet programmers, Node. js represents a brand new technique to construct high-traffic web pages and purposes. Now there’s a pragmatic, concise advent to Node. js in particular for Microsoft builders. David Gaynes publications you thru the whole Node. js improvement technique. utilizing Microsoft visible Studio examples, he addresses every little thing from establishing servers and authorization via providing wealthy CSS pages jam-packed with pix and data-driven content material. Gaynes essentially explains Node. js’s async version, coding strategy, request/response paradigm, website constitution, info administration, defense, and extra. This speedy advisor can help you follow your hard-won . web abilities to Node. js.
Expert assistance exhibiting you the way to:
select, arrange, and configure the instruments you want to construct Node. js options in visible Studio
practice JavaScript coding practices that assist you keep away from difficulties in Node. js
paintings with callback services and the Node. js asynchronous programming version
organize a Node. js undertaking and use what you recognize approximately MVVM and MVC styles
keep watch over the full Node. js request/response lifestyles cycle
determine website constitution, routes, and entry to static assets
deal with information via caching, kinds, IO options, and dossier uploads
combine information from Microsoft SQL Server and different databases
Use Passport to combine basic, versatile authentication
Detect the most recent traits in website design! trying to find notion to your most modern website design venture? specialist Patrick McNeil, writer of the preferred net Designer's inspiration booklet sequence, is again with all new examples of today's most sensible web design. that includes greater than 650 examples of the newest developments, this fourth quantity of the net Designer's inspiration ebook is overflowing with visible thought.
- The Principles of Beautiful Web Design
- Mastering Grunt
- Enterprise Web Development: Building HTML5 Applications: From Desktop to Mobile
- Web Development with Go: Building Scalable Web Apps and RESTful Services
Additional resources for Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems)
Sample text
Chen, “Global Disease Surveillance using Social Media: HIV/AIDS Content Intervention in Web Forums,” Proceedings of the 2010 IEEE International Conference on Intelligence and Security Informatics, ISI 2010, Vancouver, Canada, May 2010. 14 1 Dark Web Research Overview 2009 • Y. Zhang, Y. Dang, and H. Chen, “Gender Difference Analysis of Political Web Forums: An Experiment on an International Islamic Women’s Forum,” in Proceedings of the IEEE International Intelligence and Security Informatics Conference, Dallas, TX, June 2009.
We have also developed selected visualization techniques to examine sentiment/affect changes in time and among people. , principal component analysis) techniques. 5 Authorship Analysis and Writeprint Grounded in authorship analysis research, we have developed the (cyber) Writeprint technique to uniquely identify anonymous senders based on the signatures associated with their forum messages. , violence, racism) features of relevance to online texts of extremists and terrorists. We have also developed advanced Ink blot and Writeprint visualizations to help visually identify web signatures.
S. Mehrotra, D. Zeng, H. Chen, B. Thursaisingham, and F. ), Intelligence and Security Informatics, Proceedings of the IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Lecture Notes in Computer Science (LNCS 3975), Springer-Verlag, 2006. • H. Chen, F. Wang, C. Yang, D. Zeng, M. Chau, and K. ), Intelligence and Security Informatics, Proceedings of the Workshop on Intelligence and Security Informatics, WISI 2006, Lecture Notes in Computer Science (LNCS 3917), Springer-Verlag, 2006.
