DESCRIPTION There's priceless insight trapped in the flood of data users leave behind as they interact with web pages and applications. Those insights can be unlocked by using intelligent algorithms like the ones that have earned Facebook, Google, Twitter, and Microsoft a place among the giants of web data pattern extraction. Improved search, data classification, and other smart pattern matching techniques can give an enormous advantage to understanding and interacting with users. Algorithms of the Intelligent Web, Second Edition has been totally revised and teaches the most important approaches to algorithmic web data analysis, enabling readers to create machine learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors, and website logs. Key machine learning concepts are explained and introduced with many code examples in Python's scikit-learn. The book guides readers through the underlying machinery and intelligent algorithms to capture, store, and structure data streams. Readers will explore recommendation engines from the example of Netflix movie recommendations and dive into classification via statistical algorithms, neural networks, and deep learning. They will also consider the ins and outs of ranking and how to test applications based on intelligent algorithms. KEY SELLING POINTS Machine learning for newbies Easily accessed examples Concepts presented are technology agnostic AUDIENCE To get the most from this book, you should have a good foundation in Java programming and a general understanding of internet technology. ABOUT THE TECHNOLOGY This book provides an overview, with easy to access examples, of algorithms which learn from data. Such algorithms have been widely adopted by many large internet companies such as Facebook and Google and are continuing to grow in popularity. This book has many examples in Python using the scikit-learn library, however the concepts presented are technology agnostic and can be easily applied with any common programming language.

How can Twitter data be used to study individual-level human behavior and social interaction on a global scale? This book introduces readers to the methods, opportunities, and challenges of using Twitter data to analyze phenomena ranging from the number of people infected by the flu, to national elections, to tomorrow's stock prices. Each chapter, written by leading domain experts in clear and accessible language, takes the reader to the forefront of the newly emerging field of computational social science. An introductory chapter on Twitter data analysis provides an overview of key tools and skills, and gives pointers on how to get started, while the case studies demonstrate shortcomings, limitations, and pitfalls of Twitter data as well as its advantages. The book will be an excellent resource for social science students and researchers wanting to explore the use of online data.

The optimization of traffic management operations has become a considerable challenge in today's global scope due to the significant increase in the number of vehicles, traffic congestions, and automobile accidents. Fortunately, there has been substantial progress in the application of intelligent computing devices to transportation processes. Vehicular ad-hoc networks (VANETs) are a specific practice that merges the connectivity of wireless technologies with smart vehicles. Despite its relevance, empirical research is lacking on the developments being made in VANETs and how certain intelligent technologies are being applied within transportation systems. IoT and Cloud Computing Advancements in Vehicular Ad-Hoc Networks provides emerging research exploring the theoretical and practical aspects of intelligent transportation systems and analyzing the modern techniques that are being applied to smart vehicles through cloud technology. Featuring coverage on a broad range of topics such as health monitoring, node localization, and fault tolerance, this book is ideally designed for network designers, developers, analysists, IT specialists, computing professionals, researchers, academics, and post-graduate students seeking current research on emerging computing concepts and developments in vehicular ad-hoc networks.

With almost every business application process being linked with a web portal, the website has become an integral part of any organization. Satisfying the end user's needs is one of the key principles of designing an effective website. Because there are different users for any given website, there are different criteria that users want. Thus, evaluating a website is a multi-criteria decision-making problem in which the decision maker's opinion should be considered for ranking the website. Multi-Criteria Decision-Making Models for Website Evaluation is a critical scholarly resource that covers the strategies needed to evaluate the navigability and efficacy of websites as promotional platforms for their companies. Featuring a wide range of topics including linguistic modelling, e-services, and site quality, this book is ideal for managers, executives, website designers, graphic artists, specialists, consultants, educationalists, researchers, and students.

In IoT scenarios, ways in which large-scale and cross-domain service systems can be established are still unclear, and no systematic or in-depth theories and methods have yet been found. An effective, formal foundation to IoT application designs could serve as a knowledge base for a variety of virtual world applications. Integrating and Streamlining Event-Driven IoT Services discusses how to observe isolated services running by different observation sources, how to fuse different observations to deal with observation conflict and incompleteness, and how to deal with adversaries and physical system features for real-time property enforcement over the fused knowledge. Overall, presenting an exploration of systematic theories and methods for the design of IoT services based on the principles of streamlining and integration, this book features research on topics such as CEP service, virtual machine technologies, and hybrid EPC. It is ideally designed for engineers, researchers, and university students seeking coverage on applications for smart cities, smart grids, and Industry 4.0.

Continual advancements in web technology have highlighted the need for formatted systems that computers can utilize to easily read and sift through the hundreds of thousands of data points across the internet. Therefore, having the most relevant data in the least amount of time to optimize the productivity of users becomes a priority. Semantic Web Science and Real-World Applications provides emerging research exploring the theoretical and practical aspects of semantic web science and real-world applications within the area of big data. Featuring coverage on a broad range of topics such as artificial intelligence, social media monitoring, and microblogging recommendation systems, this book is ideally designed for IT consultants, academics, professionals, and researchers of web science seeking the current developments, requirements and standards, and technology spaces presented across academia and industries.

Knowledge in its pure state is tacit in natureOCoedifficult to formalize and communicateOCoebut can be converted into codified form and shared through both social interactions and the use of IT-based applications and systems. Even though there seems to be considerable synergies between the resulting huge data and the convertible knowledge, there is still a debate on how the increasing amount of data captured by corporations could improve decision making and foster innovation through effective knowledge-sharing practices. Big Data and Knowledge Sharing in Virtual Organizations provides innovative insights into the influence of big data analytics and artificial intelligence and the tools, methods, and techniques for knowledge-sharing processes in virtual organizations. The content within this publication examines cloud computing, machine learning, and knowledge sharing. It is designed for government officials and organizations, policymakers, academicians, researchers, technology developers, and students.

The Semantic Web has been a very important development in how knowledge is disseminated and manipulated on the Web, but it has been of particular importance to the flow of scientific knowledge, and will continue to shape how data is stored and accessed in a broad range of disciplines, including life sciences, earth science, materials science, and the social sciences. After first presenting papers on the foundations of semantic e-science, including papers on scientific knowledge acquisition, data integration, and workflow, this volume looks at the state of the art in each of the above-mentioned disciplines, presenting research on semantic web applications in the life, earth, materials, and social sciences. Drawing papers from three semantic web workshops, as well as papers from several invited contributors, this volume illustrates how far semantic web applications have come in helping to manage scientific information flow.

This book is a fast paced tutorial to creating a website using e107. If you have never used e107, or even any web content management system before, then this book will walk you through each step in a friendly and accessible way. From installation, to initial set up and content entry and then on to customization for your own look and feel, this book will get you to a stable and working e107 based web site fast. You do not have to be an experienced web developer or designer to get a great looking site with a full set of functions using this book and e107. This book will guide you through every step. e107 is a PHP-based content management system that uses the popular open source MySQL database system for content storage. e107 is released under the terms of the GNU General Public License and is completely free, totally customizable and in constant development. It is an ideal tool for developing small to large dynamic community websites, intra company portals, corporate portals, weblogs and much more. It has a large, enthusiastic, and helpful community of users. If you want to create a powerful, fully-featured website in no time, this book is for you. This book will help you explore e107, putting you in the picture of what it offers, and how to go about building a site with the system. The book covers all the core features of e107, and it is thorough and incremental tutorial approach it gives you the understanding to experiment with advanced features and customization. This book is hands-on. As you work through the small business/e-commerce enabled example web site, you will learn how to install, upgrade, configure, and use the various basic features of the e107 Content Management System. The book contains a number of screen shots to reinforce that each step that you perform is correct. This book is primarily for entrepreneurs, small office/home office, small businesses and non-profit agencies who would like to have interactive, business and/or e-commerce web sites at a low cost without sacrificing power or usability. No knowledge of PHP programming, Apache, or MySQL is required.

One of the worlds foremost technology writers helps Internet users unlock the Webs potential and open up a richer, nimbler, and more useful trove of resources and services. He shows how to create blogs, podcasts, and online videos; tackle even the most complex online tasks with ease; master state-of-the-art techniques for doing everything from selling a house to shopping for electronics; and much more.

Nationwide and around the world, instant messaging use is growing, with more than 7 billion instant messages being sent every day worldwide, according to IDC. comScore Media Metrix reports that there are 250 million people across the globe--and nearly 80 million Americans--who regularly use instant messaging as a quick and convenient communications tool.
Google Talking takes communication to the next level, combining the awesome power of Text and Voice This book teaches readers how to blow the lid off of Instant Messaging and Phone calls over the Internet.
This book will cover the program Google Talk in its entirety. From detailed information about each of its features, to a deep-down analysis of how it works. Also, we will cover real techniques from the computer programmers and hackers to bend and tweak the program to do exciting and unexpected things.
* Google has 41% of the search engine market making it by far the most commonly used search engine
* The Instant Messaging market has 250 million users world wide
* Google Talking will be the first book to hit the streets about Google Talk"

Concise, practical Documentum Web Content Management information to help you get the most from this complex and powerful enterprise system One of the world leaders in Enterprise Content Management, the EMC Documentum family of applications helps you manage all types of content across multiple departments within a single repository. With the Web Content Management suite of applications, you can efficiently manage content and underlying processes for your Web properties, and ensures that they are responsive to business needs. To fully realize the power of this system can seem daunting, but this book will help you achieve that. With easy to follow examples, this book will take you the simplest and most straightforward route to success. Along the way, you will learn insights that only a seasoned professional would know. Packed with practical examples, you will get hands-on with the powerful features of Documentum to grow your skills and confidence. You will see tips and tricks to handle complexities of the system, and avoid the common errors that waste your time. From installing and getting started with Documentum, you will see how to design and develop Documentum applications, before rounding off with deployment. The book covers: -Understand the basic components of the Documentum system -Install, configure, and get started with Documentum -Design Documentum applications and custom object types -Create rules and presentation files -Master workflows and create custom workflows -Deploy Documentum applications

Microsoft(r) Exchange Server 2003 Deployment and Migration describes everything that you need to know about designing, planning, and implementing an Exchange 2003 environment. The book discusses the requisite infrastructure requirements of Windows 2000 and Windows 2003. Furthermore, this book covers, in detail, the tools and techniques that messaging system planners and administrators will require in order to establish a functioning interoperability environment between Exchange 2003 and previous versions of Exchange including Exchange 5.5 and Exchange 2000. Since Microsoft will drop support for Exchange 5.5 in 2004, users will have to migrate to Exchange 2003. Additionally the book describes various deployment topologies and environments to cater for a multitude of different organizational requirements.
* Details for consultants and system administrators to migrate from older versions of Exchange 5.5 and Exchange 2000
* Critical information on integration with Outlook 2003 and Windows 2003
* Based on actual implementations of both beta and final release versions of Exchange 2003 in larger enterprise environments

This authoritative book teaches IT professionals responsible for Exchange messaging systems how to efficiently manage the program's many and complex system capabilities and features. Once you've designed and implemented a messaging system, the bulk of the day-to-day work involves monitoring to ensure an optimum traffic flow, accomplished by continuously reviewing and fine-tuning dozens of system specifications and components. Monitoring and Managing Microsoft Exchange 2003 teaches readers proven and innovative techniques, tools, and procedures for managing and optimizing systems of all sizes and types built on Exchange 2003. Based on the author's own twenty years of messaging system experience and the collective experience of HP, the leading implementer of Exchange Server systems, this book will be a leading resource for Exchange administrators and designers.
*Provides best practices and innovative everyday techniques for managing the enterprise Exchange environment
*Teaches readers proven procedures for managing and optimizing systems of all sizes and types
*Based on the author's own twenty years of messaging system experience

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. The Only Official Guide to the #1 Personal Finance Software Take control of your personal finances using the best practices and time-saving tips in Quicken(R) 2018 for Windows The Official Guide! Find out the most effective methods for tracking your income, expenses, savings, transactions, investments, and so much more. Endorsed by the makers of Quicken, this practical resource shows you, step by step, how to take full advantage of the software's powerful features, including the Quicken mobile app. You'll also get professional advice to help you reduce debt, stay on budget, save money, invest wisely, and plan for a secure financial future. -Customize Quicken for your preferences-Track income and expenses-Automate transactions and tasks-Record bank and credit card transactions-Use online banking features-Reconcile checking, savings, and credit card accounts-Track investments and optimize your portfolio-Monitor your assets, loans, and net worth-Evaluate your financial position-Reduce debt, save money, and plan for retirement-Simplify tax preparation and maximize deductions-Create Quicken reports

This book aims at helping software teams work more efficiently by setting up their own design processes In a world where being able to satisfy users' needs becomes a crucial element for products' existence, this book helps organizations understand design processes, allowing them efficiently deliver experiences that address the real problems of their audiences. This book offers a combination of theory and practice that will help its readers understand how to design efficient processes and apply this knowledge in their own work. A large volume of insights in the form of colorful images and doodles.

Securing Social Media in the Enterprise is a concise overview of the security threats posed by the use of social media sites and apps in enterprise network environments. Social media sites and apps are now a ubiquitous presence within enterprise systems and networks, and are vulnerable to a wide range of digital systems attacks. This brief volume provides security professionals and network systems administrators a much-needed dive into the most current threats, detection techniques, and defenses for these attacks, and provides a roadmap for best practices to secure and manage social media within the enterprise.

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. The most efficient way to learn J2EE programming techniquesTwo Oracle experts demonstrate techniques for working within J2EE and JDeveloper for the thousands of developers currently using Oracle Forms and the PL/SQL language. Oracle is shifting their focus towards Java technologies, so you will need to know how to use the Java-based J2EE and JDeveloper. The book includes explanations of the Application Development Framework (ADF). Throughout, high-level and low-level Forms concepts are related to Java concepts so that you can become comfortable with the new terminology. Covers the new components required when developing and deploying a J2EE application Special mentions in the text describe how JDeveloper techniques translate to PL/SQL or Oracle Forms Covers JDeveloper 10.1.3 and ADF Faces All code and examples will be available online