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Author: Jeeva Jose
Publisher: Anchor Academic Publishing
ISBN: 3960670877
Category : Computers
Languages : en
Pages : 213
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Book Description
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.
Author: Jeeva Jose
Publisher: Anchor Academic Publishing
ISBN: 3960670877
Category : Computers
Languages : en
Pages : 213
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Book Description
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.
Author: Gale Fox
Publisher: Scientific e-Resources
ISBN: 1839473088
Category :
Languages : en
Pages : 368
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Book Description
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.
Author: Jansen, Bernard J.
Publisher: IGI Global
ISBN: 1599049759
Category : Business & Economics
Languages : en
Pages : 627
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Book Description
"This book reflects on the multifaceted themes of Web use and presents various approaches to log analysis"--Provided by publisher.
Author: P. Polydoratou
Publisher: IOS Press
ISBN: 1614994099
Category : Computers
Languages : en
Pages : 152
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Book Description
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.
Author: Qiaohong Zu
Publisher: Springer
ISBN: 3319092650
Category : Computers
Languages : en
Pages : 848
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Book Description
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.
Author: Luciano Baresi
Publisher: Springer
ISBN: 3540735976
Category : Computers
Languages : en
Pages : 591
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Book Description
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.
Author: Georgios Paltoglou
Publisher: Springer
ISBN: 3319125117
Category : Computers
Languages : en
Pages : 284
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Book Description
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.
Author: Shu Chen Hou
Publisher: KOKOSHUNGSAN®
ISBN:
Category : Business & Economics
Languages : en
Pages : 111
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Book Description
Are you tired of struggling to make ends meet with your business? Do you want to take your revenue to the next level and achieve financial freedom? Look no further than "Quick Money Making Ideas for Business Success" – the ultimate guide to unlocking your business's full potential! Our guide is jam-packed with creative and innovative ideas that can help you boost your bottom line and maximize profitability. Whether you're just starting out or looking to scale your existing business, our expert tips and advice can help you achieve your financial goals and thrive in today's competitive marketplace. Our guide is designed to give you the tools and resources you need to create a successful and profitable business – without breaking the bank. We believe that financial success is within everyone's reach, and we're committed to helping you achieve your dreams and live the life you've always wanted. So don't wait – get your copy of "Quick Money Making Ideas for Business Success" today and start your journey towards financial freedom and success!
Author: Ngoc Thanh Nguyen
Publisher: Springer Science & Business Media
ISBN: 364212089X
Category : Computers
Languages : en
Pages : 375
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Book Description
Intelligent information and database systems are two closely related and we- established subfields of modern computer science. They focus on the integration of artificial intelligence and classic database technologies in order to create the class of next generation information systems. The major target of this new gene- tion of systems is to provide end-users with intelligent behavior: simple and/or advanced learning, problem solving, uncertain and certain reasoning, se- organization, cooperation, etc. Such intelligent abilities are implemented in classic information systems to make them autonomous and user oriented, in particular when advanced problems of multimedia information and knowledge discovery, access, retrieval and manipulation are to be solved in the context of large, distr- uted and heterogeneous environments. It means that intelligent knowledge-based information and database systems are used to solve basic problems of large coll- tions management, carry out knowledge discovery from large data collections, reason about information under uncertain conditions, support users in their for- lation of complex queries etc. Topics discussed in this volume include but are not limited to the foundations and principles of data, information, and knowledge models, methodologies for intelligent information and database systems analysis, design, implementation, validation, maintenance and evolution.
Author: Francesco Bonchi
Publisher: CRC Press
ISBN: 1439803668
Category : Computers
Languages : en
Pages : 527
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Book Description
Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and complexity of new forms of data. Renowned authorities
