Advanced Practical Approaches To Web Mining Techniques And Application

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Advanced Practical Approaches to Web Mining Techniques and Application

Obaid, Ahmed J.,Polkowski, Zdzislaw,Bhushan, Bharat
Advanced Practical Approaches to Web Mining Techniques and Application Book PDF

Author : Obaid, Ahmed J.,Polkowski, Zdzislaw,Bhushan, Bharat
Publisher : IGI Global
Page : 357 pages
File Size : 45,5 Mb
Release : 2022-03-18
Category : Computers
ISBN : 9781799894285

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Advanced Practical Approaches to Web Mining Techniques and Application by Obaid, Ahmed J.,Polkowski, Zdzislaw,Bhushan, Bharat Pdf

The rapid increase of web pages has introduced new challenges for many organizations as they attempt to extract information from a massive corpus of web pages. Finding relevant information, eliminating irregular content, and retrieving accurate results has become extremely difficult in today’s world where there is a surplus of information available. It is crucial to further understand and study web mining in order to discover the best ways to connect users with appropriate information in a timely manner. Advanced Practical Approaches to Web Mining Techniques and Application aims to illustrate all the concepts of web mining and fosters transformative, multidisciplinary, and novel approaches that introduce the practical method of analyzing various web data sources and extracting knowledge by taking into consideration the unique challenges present in the environment. Covering a range of topics such as data science and security threats, this reference work is ideal for industry professionals, researchers, academicians, practitioners, scholars, instructors, and students.

Web Mining

Anthony Scime
Web Mining Book PDF

Author : Anthony Scime
Publisher : IGI Global
Page : 427 pages
File Size : 54,9 Mb
Release : 2005-01-01
Category : Computers
ISBN : 9781591404163

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Web Mining by Anthony Scime Pdf

Web Mining is moving the World Wide Web toward a more useful environment in which users can quickly and easily find the information they need. Web Mining uses document content, hyperlink structure, and usage statistics to assist users in meeting their needed information. This book provides a record of current research and practical applications in Web searching. It includes techniques that will improve the utilization of the Web by the design of Web sites, as well as the design and application of search agents. This book presents research and related applications in a manner that encourages additional work toward improving the reduction of information overflow, which is so common today in Web search results.

Web Usage Mining Techniques and Applications Across Industries

Kumar, A.V. Senthil
Web Usage Mining Techniques and Applications Across Industries Book PDF

Author : Kumar, A.V. Senthil
Publisher : IGI Global
Page : 424 pages
File Size : 40,5 Mb
Release : 2016-08-12
Category : Computers
ISBN : 9781522506140

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Web Usage Mining Techniques and Applications Across Industries by Kumar, A.V. Senthil Pdf

Web usage mining is defined as the application of data mining technologies to online usage patterns as a way to better understand and serve the needs of web-based applications. Because the internet has become a central component in information sharing and commerce, having the ability to analyze user behavior on the web has become a critical component to a variety of industries. Web Usage Mining Techniques and Applications Across Industries addresses the systems and methodologies that enable organizations to predict web user behavior as a way to support website design and personalization of web-based services and commerce. Featuring perspectives from a variety of sectors, this publication is designed for use by IT specialists, business professionals, researchers, and graduate-level students interested in learning more about the latest concepts related to web-based information retrieval and mining.

Handbook of Research on Cybersecurity Risk in Contemporary Business Systems

Adedoyin, Festus Fatai,Christiansen, Bryan
Handbook of Research on Cybersecurity Risk in Contemporary Business Systems Book PDF

Author : Adedoyin, Festus Fatai,Christiansen, Bryan
Publisher : IGI Global
Page : 467 pages
File Size : 55,9 Mb
Release : 2023-03-27
Category : Computers
ISBN : 9781668472095

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Handbook of Research on Cybersecurity Risk in Contemporary Business Systems by Adedoyin, Festus Fatai,Christiansen, Bryan Pdf

The field of cybersecurity is becoming increasingly important due to the continuously expanding reliance on computer systems, the internet, wireless network standards such as Bluetooth and wi-fi, and the growth of "smart" devices, including smartphones, televisions, and the various devices that constitute the internet of things (IoT). Cybersecurity is also one of the significant challenges in the contemporary world, due to its complexity, both in terms of political usage and technology. The Handbook of Research on Cybersecurity Risk in Contemporary Business Systems examines current risks involved in the cybersecurity of various business systems today from a global perspective and investigates critical business systems. Covering key topics such as artificial intelligence, hacking, and software, this reference work is ideal for computer scientists, industry professionals, policymakers, researchers, academicians, scholars, instructors, and students.

Architectural Framework for Web Development and Micro Distributed Applications

Rodriguez, Guillermo
Architectural Framework for Web Development and Micro Distributed Applications Book PDF

Author : Rodriguez, Guillermo
Publisher : IGI Global
Page : 284 pages
File Size : 43,5 Mb
Release : 2023-04-17
Category : Computers
ISBN : 9781668448519

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Architectural Framework for Web Development and Micro Distributed Applications by Rodriguez, Guillermo Pdf

In recent years, we have ushered in a new age where applications will become smaller, distributed, JavaScript-laden, microservices-infused, and utilize the hardware of the client to operate. A new paradigm has been forced upon us by the large search providers, and because of this, we can now leverage them to help our applications obtain influence where our applications become the voice of authority on the internet and consequently help our organizations reap the benefits of mass adoption. To better understand this, we must first consider the history that has taken us to where we find ourselves. Architectural Framework for Web Development and Micro Distributed Applications helps readers to come to an understanding of how the indexing domain may be leveraged by this new wave of JavaScript applications that have been termed micro distributed applications and by whose creation and implementation will allow the enterprise to reap the benefit of influence by the existing search systems that the masses utilize. It helps to fill in the picture of the evolution that has occurred and will continue to occur in web development whereby the new breed of applications will become JavaScript-laden and highly distributed and whereby the businesses that implement them will stand a chance to win the indexing race and consequently stand to win the attention of the masses. Covering topics such as distributed systems, search engine optimization, and software as a service, this premier reference source is a dynamic resource for web developers, students and educators of higher education, software developers, technical personnel, IT managers, computer scientists, librarians, researchers, and academicians.

Strategies and Opportunities for Technology in the Metaverse World

Lai, P.C.
Strategies and Opportunities for Technology in the Metaverse World Book PDF

Author : Lai, P.C.
Publisher : IGI Global
Page : 411 pages
File Size : 51,8 Mb
Release : 2023-01-06
Category : Computers
ISBN : 9781668457344

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Strategies and Opportunities for Technology in the Metaverse World by Lai, P.C. Pdf

The rise of metaverse technologies has had a critical impact on the modern world. Due to the recent popularity of this technology, it is important to understand the strategies, opportunities, and challenges contained in the metaverse world in order to appropriately utilize it across fields. Strategies and Opportunities for Technology in the Metaverse World explores the opportunities and challenges facing the metaverse and considers the strategies and opportunities of metaverse technologies in various industries and countries. Covering a range of topics such as blockchain, artificial intelligence, virtual reality, and machine learning, this reference work is ideal for computer scientists, researchers, scholars, policymakers, academicians, practitioners, educators, and students.

Advanced Techniques of Web Mining

Juan D. Velasquez-Silva,Pablo E. Roman-Asenjo,Gaston L'Hullier
Advanced Techniques of Web Mining Book PDF

Author : Juan D. Velasquez-Silva,Pablo E. Roman-Asenjo,Gaston L'Hullier
Publisher : Wiley
Page : 320 pages
File Size : 40,5 Mb
Release : 2015-07-13
Category : Computers
ISBN : 0470937823

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Advanced Techniques of Web Mining by Juan D. Velasquez-Silva,Pablo E. Roman-Asenjo,Gaston L'Hullier Pdf

This book covers a wide spectrum of indispensable web mining techniques and presents a detailed discussion of the entire process. The text addresses those who wish to discover the latest developments, concerns, and solutions within the field of Web Mining. Offering a coherent and reader-friendly description of the web mining process, it explains problems and provides novel solutions in web user simulation, biologically inspired algorithms, Web objects, and user provided semantics. Its coverage enhances readers' knowledge of the field and provide a solid foundation for further study.

3D Modeling Using Autodesk 3ds Max With Rendering View

Samanta, Debabrata
3D Modeling Using Autodesk 3ds Max With Rendering View Book PDF

Author : Samanta, Debabrata
Publisher : IGI Global
Page : 291 pages
File Size : 51,5 Mb
Release : 2022-06-24
Category : Computers
ISBN : 9781668441411

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3D Modeling Using Autodesk 3ds Max With Rendering View by Samanta, Debabrata Pdf

In just the last few years, the visualization industry has arguably become the fastest-growing 3D industry and may soon overtake all others in total number of users. Just as the use of computer-aided design became the norm for nearly all architectural, engineering, and construction firms in the 1990s, 3D visualizations have become standard practice today. Autodesk® 3ds Max® is a powerful and versatile 3D software package that requires a thorough understanding in order to use it effectively. 3D Modeling Using Autodesk 3ds Max With Rendering View considers the challenges of learning 3ds Max®, focuses on the critical aspects of the program needed to produce stunning architectural visualizations, and discusses some of the fastest and most efficient ways to accomplish tasks. Covering a range of topics such as camera rendering and standard light effects, this reference work is ideal for researchers, academicians, scholars, practitioners, industry professionals, instructors, and students.

Handbook of Research on Gamification Dynamics and User Experience Design

Bernardes, Oscar,Amorim, Vanessa,Moreira, Antonio Carrizo
Handbook of Research on Gamification Dynamics and User Experience Design Book PDF

Author : Bernardes, Oscar,Amorim, Vanessa,Moreira, Antonio Carrizo
Publisher : IGI Global
Page : 541 pages
File Size : 51,5 Mb
Release : 2022-05-20
Category : Computers
ISBN : 9781668442920

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Handbook of Research on Gamification Dynamics and User Experience Design by Bernardes, Oscar,Amorim, Vanessa,Moreira, Antonio Carrizo Pdf

In today’s digital society, organizations must utilize technology in order to engage their audiences. Innovative game-like experiences are an increasingly popular way for businesses to interact with their customers; however, correctly implementing this technology can be a difficult task. To ensure businesses have the appropriate information available to successfully utilize gamification in their daily activities, further study on the best practices and strategies for implementation is required. The Handbook of Research on Gamification Dynamics and User Experience Design considers the importance of gamification in the context of organizations’ improvements and seeks to investigate game design from the experience of the user by providing relevant academic work, empirical research findings, and an overview of the field of study. Covering topics such as digital ecosystems, distance learning, and security awareness, this major reference work is ideal for policymakers, technology developers, managers, government officials, researchers, scholars, academicians, practitioners, instructors, and students.

Web Mining and Social Networking

Guandong Xu,Yanchun Zhang,Lin Li
Web Mining and Social Networking Book PDF

Author : Guandong Xu,Yanchun Zhang,Lin Li
Publisher : Springer Science & Business Media
Page : 210 pages
File Size : 48,6 Mb
Release : 2010-10-20
Category : Computers
ISBN : 9781441977359

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Web Mining and Social Networking by Guandong Xu,Yanchun Zhang,Lin Li Pdf

This book examines the techniques and applications involved in the Web Mining, Web Personalization and Recommendation and Web Community Analysis domains, including a detailed presentation of the principles, developed algorithms, and systems of the research in these areas. The applications of web mining, and the issue of how to incorporate web mining into web personalization and recommendation systems are also reviewed. Additionally, the volume explores web community mining and analysis to find the structural, organizational and temporal developments of web communities and reveal the societal sense of individuals or communities. The volume will benefit both academic and industry communities interested in the techniques and applications of web search, web data management, web mining and web knowledge discovery, as well as web community and social network analysis.

Web Data Mining and Applications in Business Intelligence and Counter-Terrorism

Bhavani Thuraisingham
Web Data Mining and Applications in Business Intelligence and Counter Terrorism Book PDF

Author : Bhavani Thuraisingham
Publisher : CRC Press
Page : 542 pages
File Size : 51,5 Mb
Release : 2003-06-26
Category : Business & Economics
ISBN : 9780203499511

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Web Data Mining and Applications in Business Intelligence and Counter-Terrorism by Bhavani Thuraisingham Pdf

The explosion of Web-based data has created a demand among executives and technologists for methods to identify, gather, analyze, and utilize data that may be of value to corporations and organizations. The emergence of data mining, and the larger field of Web mining, has businesses lost within a confusing maze of mechanisms and strategies for obta

Real-World Data Mining

Dursun Delen
Real World Data Mining Book PDF

Author : Dursun Delen
Publisher : FT Press
Page : 289 pages
File Size : 54,9 Mb
Release : 2014-12-16
Category : Business & Economics
ISBN : 9780133551112

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Real-World Data Mining by Dursun Delen Pdf

Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization! Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, he provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: processes, methods, techniques, tools, and metrics; the role and management of data; text and web mining; sentiment analysis; and Big Data integration. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials. Real-World Data Mining will be valuable to professionals on analytics teams; professionals seeking certification in the field; and undergraduate or graduate students in any analytics program: concentrations, certificate-based, or degree-based.

Data Mining

Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal
Data Mining Book PDF

Author : Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal
Publisher : Morgan Kaufmann
Page : 654 pages
File Size : 47,9 Mb
Release : 2016-10-01
Category : Computers
ISBN : 9780128043578

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Data Mining by Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal Pdf

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. Please visit the book companion website at http://www.cs.waikato.ac.nz/ml/weka/book.html It contains Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc. Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface Includes open-access online courses that introduce practical applications of the material in the book

Mining the World Wide Web

George Chang
Mining the World Wide Web Book PDF

Author : George Chang
Publisher : Springer Science & Business Media
Page : 192 pages
File Size : 40,6 Mb
Release : 2001-07-31
Category : Computers
ISBN : 0792373499

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Mining the World Wide Web by George Chang Pdf

Mining the World Wide Web: An Information Search Approach explores the concepts and techniques of Web mining, a promising and rapidly growing field of computer science research. Web mining is a multidisciplinary field, drawing on such areas as artificial intelligence, databases, data mining, data warehousing, data visualization, information retrieval, machine learning, markup languages, pattern recognition, statistics, and Web technology. Mining the World Wide Web presents the Web mining material from an information search perspective, focusing on issues relating to the efficiency, feasibility, scalability and usability of searching techniques for Web mining. Mining the World Wide Web is designed for researchers and developers of Web information systems and also serves as an excellent supplemental reference to advanced level courses in data mining, databases and information retrieval.

Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications

Obaid, Ahmed J.,Abdul-Majeed, Ghassan H.,Burlea-Schiopoiu, Adriana,Aggarwal, Parul
Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications Book PDF

Author : Obaid, Ahmed J.,Abdul-Majeed, Ghassan H.,Burlea-Schiopoiu, Adriana,Aggarwal, Parul
Publisher : IGI Global
Page : 409 pages
File Size : 53,5 Mb
Release : 2023-01-03
Category : Computers
ISBN : 9781668460627

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Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications by Obaid, Ahmed J.,Abdul-Majeed, Ghassan H.,Burlea-Schiopoiu, Adriana,Aggarwal, Parul Pdf

In recent years, falsification and digital modification of video clips, images, as well as textual contents have become widespread and numerous, especially when deepfake technologies are adopted in many sources. Due to adopted deepfake techniques, a lot of content currently cannot be recognized from its original sources. As a result, the field of study previously devoted to general multimedia forensics has been revived. The Handbook of Research on Advanced Practical Approaches to Deepfake Detection and Applications discusses the recent techniques and applications of illustration, generation, and detection of deepfake content in multimedia. It introduces the techniques and gives an overview of deepfake applications, types of deepfakes, the algorithms and applications used in deepfakes, recent challenges and problems, and practical applications to identify, generate, and detect deepfakes. Covering topics such as anomaly detection, intrusion detection, and security enhancement, this major reference work is a comprehensive resource for cyber security specialists, government officials, law enforcement, business leaders, students and faculty of higher education, librarians, researchers, and academicians.