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Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs


Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs
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Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs


Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs
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Author : Jeeva Jose
language : en
Publisher: Anchor Academic Publishing
Release Date : 2016-10-04

Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs written by Jeeva Jose and has been published by Anchor Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-04 with Computers categories.


Web Usage Mining, also known as Web Log Mining, is the result of user interaction with a Web server including Web logs, click streams and database transaction or the visits of search engine crawlers at a Website. Log files provide immense source of information about the behavior of users as well as search engine crawlers. Web Usage Mining concerns usage of common browsing patterns i.e. pages requested in sequence from Web logs. These patterns can be utilized to enhance the design and modification of a Website. Analyzing and discovering user behavior is helpful for understanding what online information users inquire and how they behave. The analyzed result can be used in intelligent online applications, refining Websites, improving search accuracy when seeking information and lead decision makers towards better decisions in changing markets like putting advertisements in ideal places. Similarly, the crawlers or spiders are accessing the Websites to index new and updated pages. These traces help to analyze the behavior of search engine crawlers. The log files are unstructured files and of huge size. These files need to be extracted and pre-processed before any data mining functionality to follow. Pre-processing is done in unique ways for each application. Two pre-processing algorithms are proposed based on indiscernibility relations in rough set theory which generates Equivalence Classes. The first algorithm generates a pre-processed file with successful user requests while the second one generates a pre-processed file for pre-fetching and caching purposes. Two algorithms are proposed to extract usage analytics. The first algorithm identifies the origin of visits, the top referring sites and the most popular keywords used by the visitor to arrive at a Website. The second algorithm extracts user agents like browser with its version and operating system with its version used by a visitor to access a Website. In this study, clustering of users based on Entry Pages to a Website is done to analyze the deep linked traffic at a Website. The Top Ten Entry Pages, the traffic and the temporal information of the Top Ten Entry Pages are also studied.



Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs


Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs
DOWNLOAD
Author : Jeeva Jose
language : en
Publisher: Anchor Academic Publishing
Release Date : 2016-11

Gaining Insight Into User And Search Engine Behaviour By Analyzing Web Logs written by Jeeva Jose and has been published by Anchor Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11 with Computers categories.


Web Usage Mining, also known as Web Log Mining, is the result of user interaction with a Web server including Web logs, click streams and database transaction or the visits of search engine crawlers at a Website. Log files provide an immense source of information about the behavior of users as well as search engine crawlers. Web Usage Mining concerns the usage of common browsing patterns, i.e. pages requested in sequence from Web logs. These patterns can be utilized to enhance the design and modification of a Website. Analyzing and discovering user behavior is helpful for understanding what online information users inquire and how they behave. The analyzed result can be used in intelligent online applications, refining Websites, improving search accuracy when seeking information and lead decision makers towards better decisions in changing markets, for instance by putting advertisements in ideal places. Similarly, the crawlers or spiders are accessing the Websites to index new and updated pages. These traces help to analyze the behavior of search engine crawlers. The log files are unstructured files and of huge size. These files need to be extracted and pre-processed before any data mining functionality to follow. Pre-processing is done in unique ways for each application. Two pre-processing algorithms are proposed based on indiscernibility relations in rough set theory which generates Equivalence Classes. The first algorithm generates a pre-processed file with successful user requests while the second one generates a pre-processed file for pre-fetching and caching purposes. Two algorithms are proposed to extract usage analytics. The first algorithm identifies the origin of visits, the top referring sites and the most popular keywords used by the visitor to arrive at a Website. The second algorithm extracts user agents like browsers and operating systems used by a visitor to access a Website. In this study, clustering of users based on Entry Pages to a Website is done to analyze the deep linked traffic at a Website. The Top Ten Entry Pages, the traffic and the temporal information of the Top Ten Entry Pages are also studied.



Research In Library And Information Science


Research In Library And Information Science
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Author : Gale Fox
language : en
Publisher: Scientific e-Resources
Release Date : 2018-01-21

Research In Library And Information Science written by Gale Fox and has been published by Scientific e-Resources this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-21 with categories.


Librarianship is one of the world's oldest and most successful professions. It has survived war, plague, economic depression, and varying social values and conditions. The profession has shown an extraordinary ability to adapt to changing social and economic conditions and to adapt changing technologies to serve a variety of people with divese interests and need. A compendium of selected research studies conducted in various Library Schools. The subjects such as professional development, reading habits of women, space planning in libraries, industrial information system, I.T applications in decentralised planning and bibliometrics, scientometrics and webometrics studies focussed on various communication media are investigated. A reference book for students, teachers and researchers engaged in library and information science research.



Understanding User Web Interactions Via Web Analytics


Understanding User Web Interactions Via Web Analytics
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Author : Bernard J. Jansen
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2009

Understanding User Web Interactions Via Web Analytics written by Bernard J. Jansen and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.


This lecture presents an overview of the Web analytics process, with a focus on providing insight and actionable outcomes from collecting and analyzing Internet data. The lecture first provides an overview of Web analytics, providing in essence, a condensed version of the entire lecture. The lecture then outlines the theoretical and methodological foundations of Web analytics in order to make obvious the strengths and shortcomings of Web analytics as an approach. These foundational elements include the psychological basis in behaviorism and methodological underpinning of trace data as an empirical method. These foundational elements are illuminated further through a brief history of Web analytics from the original transaction log studies in the 1960s through the information science investigations of library systems to the focus on Websites, systems, and applications. Following a discussion of on-going interaction data within the clickstream created using log files and page tagging for analytics of Website and search logs, the lecture then presents a Web analytic process to convert these basic data to meaningful key performance indicators in order to measure likely converts that are tailored to the organizational goals or potential opportunities. Supplementary data collection techniques are addressed, including surveys and laboratory studies. The overall goal of this lecture is to provide implementable information and a methodology for understanding Web analytics in order to improve Web systems, increase customer satisfaction, and target revenue through effective analysis of user-Website interactions. Table of Contents: Understanding Web Analytics / The Foundations of Web Analytics: Theory and Methods / The History of Web Analytics / Data Collection for Web Analytics / Web Analytics Fundamentals / Web Analytics Strategy / Web Analytics as Competitive Intelligence / Supplementary Methods for Augmenting Web Analytics / Search Log Analytics / Conclusion / Key Terms / Blogs for Further Reading / References



Practical Web Traffic Analysis


Practical Web Traffic Analysis
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Author : Peter Fletcher
language : en
Publisher: Apress
Release Date : 2013-11-11

Practical Web Traffic Analysis written by Peter Fletcher and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Computers categories.


Once you've got a web site up and running it is all too easy to sit back and relax. But how do you know you did a good job? How can you improve the site you have based on real user behaviour? Without getting feedback from your users, how will you find out how it's being used? Web traffic analysis allows you to gain some insight into your site users: where they come from, what pages they like, and how often they come back. However, as statistics are prone to being misinterpreted, your insight often has to be taken with a pinch of salt. This book takes you through the process of analyzing your traffic, without taking for granted the statistics that you generate. Assuming you have a web site, reading this book will help you learn: - The techniques for gathering data on your users - Standards and Guidelines you should adhere to when interpreting your data - What other sites are doing to ensure they respect the privacy of their users - Insight into how real sites use web traffic analysis - Major case case studies from BBC News Online, eBay, and ASPToday - Additional material from The Onion, SmartGirl, and The New York Times From the Publisher This book is for any web professional who wants to understand their site traffic. It's also for anyone with an interest in finding out where their site is most used, and how to make comparisons with other sites. To get the most from this book, you'll need access to log files for your web site as they contain the information we'll show you how to analyze. The book discusses the privacy practices of The Onion, SmartGirl, and The New York Times, as well as examining in detail the traffic analysis techniques used by BBC News Online, eBay, and ASPToday.



Pervasive Computing And The Networked World


Pervasive Computing And The Networked World
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Author : Qiaohong Zu
language : en
Publisher: Springer
Release Date : 2014-07-01

Pervasive Computing And The Networked World written by Qiaohong Zu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-01 with Computers categories.


This book constitutes the thoroughly refereed post-conference proceedings of the Joint International Conference on Pervasive Computing and Web Society, ICPCA/SWS 2013, held in Vina de Mar, Chile, in December 2013. The 56 revised full papers presented together with 29 poster papers were carefully reviewed and selected from 156 submissions. The papers are organized in topical sections on infrastructure and devices; service and solution; data and knowledge; as well as community.



Handbook Of Research On Web Log Analysis


Handbook Of Research On Web Log Analysis
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Author : Jansen, Bernard J.
language : en
Publisher: IGI Global
Release Date : 2008-10-31

Handbook Of Research On Web Log Analysis written by Jansen, Bernard J. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-10-31 with Business & Economics categories.


"This book reflects on the multifaceted themes of Web use and presents various approaches to log analysis"--Provided by publisher.



Professional Search In The Modern World


Professional Search In The Modern World
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Author : Georgios Paltoglou
language : en
Publisher: Springer
Release Date : 2014-10-23

Professional Search In The Modern World written by Georgios Paltoglou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-23 with Computers categories.


This State-of-the-Art Survey constitutes the Final Publication of the COST Action IC1002 on Multilingual and Multifaceted Interactive Information Access, MUMIA. It contains outstanding research, recent developments and new directions in all related aspects of multifaceted and interactive information access with a focus on professional and enterprise search. The contributions are grouped in the following three parts: frameworks, models and theory; tools, applications and practice; and patent search. The Intellectual Property (IP) domain is used through the book as a primary case study. The book aims to bring together material which has been published in a fragmentary way in journals and conference papers into a coherent whole but also present novel, unpublished work where appropriate.



Let S Put Data To Use Digital Scholarship For The Next Generation


Let S Put Data To Use Digital Scholarship For The Next Generation
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Author : P. Polydoratou
language : en
Publisher: IOS Press
Release Date : 2014-06-05

Let S Put Data To Use Digital Scholarship For The Next Generation written by P. Polydoratou and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-05 with Computers categories.


The ways in which research data is used and handled continue to capture public attention and are the focus of increasing interest. Electronic publishing is intrinsic to digital data management, and relevant to the fields of data mining, digital publishing and social networks, with their implications for scholarly communication, information services, e-learning, e-business and the cultural heritage sector._x000D_ This book presents the proceedings of the 18th International Conference on Electronic Publishing (ELPUB), held in Thessaloniki, Greece, in June 2014. The conference brings together researchers and practitioners to discuss the many aspects of electronic publishing, and the theme this year is 'Let's put data to use: digital scholarship for the next generation'. As well as examining the role of cultural heritage and service organisations in the creation, accessibility, duration and long-term preservation of data, it provides a discussion forum for the appraisal, citation and licensing of research data and the new developments in reviewing, publishing and editorial technology._x000D_ The book is divided into sections covering the following topics: open access and open data; knowing the users better; researchers and their needs; specialized content for researchers; publishing and access; and practical aspects of electronic publishing._x000D_ Providing an overview of all that is current in the electronic publishing world, this book will be of interest to practitioners, researchers and students in information science, as well as users of electronic publishing.



Web Engineering


Web Engineering
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Author : Luciano Baresi
language : en
Publisher: Springer
Release Date : 2007-08-13

Web Engineering written by Luciano Baresi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-13 with Computers categories.


With ever more commerce being done online, and the complexity of the world wide web growing every day, engineering the web has become a topic of growing contemporary relevance. This book constitutes the refereed proceedings of the 7th International Conference on Web Engineering, held in Como, Italy in July 2007. The 26 revised full papers and 13 revised short papers presented together with 9 demonstration papers, 4 industrial papers, and 4 papers of the doctoral symposium, were carefully reviewed and selected from 172 submissions.