Webkdd 2002 Mining Web Data For Discovering Usage Patterns And Profiles

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WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles

Author : Osmar R. Zaiane
Publisher : Springer
ISBN 13 : 3540396632
Total Pages : 183 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles by : Osmar R. Zaiane

Download or read book WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles written by Osmar R. Zaiane and published by Springer. This book was released on 2003-10-02 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1 WorkshopTheme Data mining as a discipline aims to relate the analysis of large amounts of user data to shed light on key business questions. Web usage mining in particular, a relatively young discipline, investigates methodologies and techniques that - dress the unique challenges of discovering insights from Web usage data, aiming toevaluateWebusability,understandtheinterestsandexpectationsofusersand assess the e?ectiveness of content delivery. The maturing and expanding Web presents a key driving force in the rapid growth of electronic commerce and a new channel for content providers. Customized o?ers and content, made possible by discovered knowledge about the customer, are fundamental for the establi- ment of viable e-commerce solutions and sustained and e?ective content delivery in noncommercial domains. Rich Web logs provide companies with data about their online visitors and prospective customers, allowing microsegmentation and personalized interactions. While Web mining as a domain is several years old, the challenges that characterize data analysis in this area continue to be formidable. Though p- processing data routinely takes up a major part of the e?ort in data mining, Web usage data presents further challenges based on the di?culties of assigning data streams to unique users and tracking them over time. New innovations are required to reliably reconstruct sessions, to ascertain similarity and di?erences between sessions, and to be able to segment online users into relevant groups.

The Adaptive Web

Author : Peter Brusilovsky
Publisher : Springer
ISBN 13 : 3540720790
Total Pages : 766 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis The Adaptive Web by : Peter Brusilovsky

Download or read book The Adaptive Web written by Peter Brusilovsky and published by Springer. This book was released on 2007-05-16 with total page 766 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art survey provides a systematic overview of the ideas and techniques of the adaptive Web and serves as a central source of information for researchers, practitioners, and students. The volume constitutes a comprehensive and carefully planned collection of chapters that map out the most important areas of the adaptive Web, each solicited from the experts and leaders in the field.

Advanced Methods for Knowledge Discovery from Complex Data

Author : Ujjwal Maulik
Publisher : Springer Science & Business Media
ISBN 13 : 1846282845
Total Pages : 375 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Advanced Methods for Knowledge Discovery from Complex Data by : Ujjwal Maulik

Download or read book Advanced Methods for Knowledge Discovery from Complex Data written by Ujjwal Maulik and published by Springer Science & Business Media. This book was released on 2006-05-06 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growth in the amount of data collected and generated has exploded in recent times with the widespread automation of various day-to-day activities, advances in high-level scienti?c and engineering research and the development of e?cient data collection tools. This has given rise to the need for automa- callyanalyzingthedatainordertoextractknowledgefromit,therebymaking the data potentially more useful. Knowledge discovery and data mining (KDD) is the process of identifying valid, novel, potentially useful and ultimately understandable patterns from massive data repositories. It is a multi-disciplinary topic, drawing from s- eral ?elds including expert systems, machine learning, intelligent databases, knowledge acquisition, case-based reasoning, pattern recognition and stat- tics. Many data mining systems have typically evolved around well-organized database systems (e.g., relational databases) containing relevant information. But, more and more, one ?nds relevant information hidden in unstructured text and in other complex forms. Mining in the domains of the world-wide web, bioinformatics, geoscienti?c data, and spatial and temporal applications comprise some illustrative examples in this regard. Discovery of knowledge, or potentially useful patterns, from such complex data often requires the - plication of advanced techniques that are better able to exploit the nature and representation of the data. Such advanced methods include, among o- ers, graph-based and tree-based approaches to relational learning, sequence mining, link-based classi?cation, Bayesian networks, hidden Markov models, neural networks, kernel-based methods, evolutionary algorithms, rough sets and fuzzy logic, and hybrid systems. Many of these methods are developed in the following chapters.

Advances in Web Mining and Web Usage Analysis

Author : Olfa Nasraoui
Publisher : Springer
ISBN 13 : 3540774858
Total Pages : 252 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Advances in Web Mining and Web Usage Analysis by : Olfa Nasraoui

Download or read book Advances in Web Mining and Web Usage Analysis written by Olfa Nasraoui and published by Springer. This book was released on 2007-12-07 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web mining and usage is a fast-moving and hugely important field of study. This new Springer text constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Mining Web Data, WEBKDD 2006, held in Philadelphia, USA in 2006. The 13 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carefully selected for inclusion in the book. They cover a huge range of relevant topics.

Integration of Data Mining in Business Intelligence Systems

Author : Azevedo, Ana
Publisher : IGI Global
ISBN 13 : 1466664789
Total Pages : 314 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Integration of Data Mining in Business Intelligence Systems by : Azevedo, Ana

Download or read book Integration of Data Mining in Business Intelligence Systems written by Azevedo, Ana and published by IGI Global. This book was released on 2014-09-30 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncovering and analyzing data associated with the current business environment is essential in maintaining a competitive edge. As such, making informed decisions based on this data is crucial to managers across industries. Integration of Data Mining in Business Intelligence Systems investigates the incorporation of data mining into business technologies used in the decision making process. Emphasizing cutting-edge research and relevant concepts in data discovery and analysis, this book is a comprehensive reference source for policymakers, academicians, researchers, students, technology developers, and professionals interested in the application of data mining techniques and practices in business information systems.

Intelligent Techniques for Web Personalization

Author : Bamshad Mobasher
Publisher : Springer Science & Business Media
ISBN 13 : 3540298460
Total Pages : 332 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Intelligent Techniques for Web Personalization by : Bamshad Mobasher

Download or read book Intelligent Techniques for Web Personalization written by Bamshad Mobasher and published by Springer Science & Business Media. This book was released on 2005-11-04 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Second Workshop on Intelligent Techniques in Web Personalization, ITWP 2003, held in Acapulco, Mexico in August 2003 as part of IJCAI 2003, the 18th International Joint Conference on Artificial Intelligence. The 17 revised full papers presented were carefully selected and include extended versions of some of the papers presented at the ITWP 2003 workshop as well as a number of invited chapters by leading researchers in the field of Intelligent Techniques for Web Personalization. The papers are organized in topical sections on user modelling, recommender systems, enabling technologies, personalized information access, and systems and applications.

Proceedings of the International Congress on Information and Communication Technology

Author : Suresh Chandra Satapathy
Publisher : Springer
ISBN 13 : 9811007675
Total Pages : 671 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of the International Congress on Information and Communication Technology by : Suresh Chandra Satapathy

Download or read book Proceedings of the International Congress on Information and Communication Technology written by Suresh Chandra Satapathy and published by Springer. This book was released on 2016-06-04 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 69 papers presented at ICICT 2015: International Congress on Information and Communication Technology. The conference was held during 9th and 10th October, 2015, Udaipur, India and organized by CSI Udaipur Chapter, Division IV, SIG-WNS, SIG-e-Agriculture in association with ACM Udaipur Professional Chapter, The Institution of Engineers (India), Udaipur Local Centre and Mining Engineers Association of India, Rajasthan Udaipur Chapter. This volume contains papers mainly focused on ICT for Managerial Applications, E-governance, IOT and E-Mining.

Digital Libraries: Research and Development

Author : Costantino Thanos
Publisher : Springer
ISBN 13 : 3540770887
Total Pages : 352 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Digital Libraries: Research and Development by : Costantino Thanos

Download or read book Digital Libraries: Research and Development written by Costantino Thanos and published by Springer. This book was released on 2007-11-25 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the First International Conference on Digital Libraries, DELOS 2007, held in Pisa, Italy, in February 2007. The 33 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on similarity search, architectures, personalization, interoperability, evaluation, miscellaneous, preservation, video data management, 3D objects, and peer to peer.

Big Data Analytics: Systems, Algorithms, Applications

Author : C.S.R. Prabhu
Publisher : Springer Nature
ISBN 13 : 9811500940
Total Pages : 412 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Big Data Analytics: Systems, Algorithms, Applications by : C.S.R. Prabhu

Download or read book Big Data Analytics: Systems, Algorithms, Applications written by C.S.R. Prabhu and published by Springer Nature. This book was released on 2019-10-14 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive survey of techniques, technologies and applications of Big Data and its analysis. The Big Data phenomenon is increasingly impacting all sectors of business and industry, producing an emerging new information ecosystem. On the applications front, the book offers detailed descriptions of various application areas for Big Data Analytics in the important domains of Social Semantic Web Mining, Banking and Financial Services, Capital Markets, Insurance, Advertisement, Recommendation Systems, Bio-Informatics, the IoT and Fog Computing, before delving into issues of security and privacy. With regard to machine learning techniques, the book presents all the standard algorithms for learning – including supervised, semi-supervised and unsupervised techniques such as clustering and reinforcement learning techniques to perform collective Deep Learning. Multi-layered and nonlinear learning for Big Data are also covered. In turn, the book highlights real-life case studies on successful implementations of Big Data Analytics at large IT companies such as Google, Facebook, LinkedIn and Microsoft. Multi-sectorial case studies on domain-based companies such as Deutsche Bank, the power provider Opower, Delta Airlines and a Chinese City Transportation application represent a valuable addition. Given its comprehensive coverage of Big Data Analytics, the book offers a unique resource for undergraduate and graduate students, researchers, educators and IT professionals alike.

World Congress of Medical Physics and Biomedical Engineering 2006

Author : Sun I. Kim
Publisher : Springer Science & Business Media
ISBN 13 : 3540368396
Total Pages : 4361 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis World Congress of Medical Physics and Biomedical Engineering 2006 by : Sun I. Kim

Download or read book World Congress of Medical Physics and Biomedical Engineering 2006 written by Sun I. Kim and published by Springer Science & Business Media. This book was released on 2007-05-07 with total page 4361 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences and symposia, and including invited contributions from well known researchers in this field.

Web Information Systems -- WISE 2004

Author : Xiaofang Zhou
Publisher : Springer
ISBN 13 : 3540304800
Total Pages : 745 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Web Information Systems -- WISE 2004 by : Xiaofang Zhou

Download or read book Web Information Systems -- WISE 2004 written by Xiaofang Zhou and published by Springer. This book was released on 2004-11-01 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: We have described the development of a new micro-payment system, NetPay, f- turing different ways of managing electronic money, or e-coins. NetPay provides an off-line, anonymous protocol that supports high-volume, low-cost electronic trans- tions over the Internet. We developed three kinds of e-wallets to manage coins in a NetPay-based system: a sever-side e-wallet allowing multiple computer access to- coins; a client-side e-wallet allowing customer PC management of the e-coins, and a cookie-based e-wallet cache to improve performance of the client-side e-wallet c- munication overhead. Experiences to date with NetPay prototypes have demonstrated it provides an effective micro-payment strategy and customers welcome the ability to manage their electronic coins in different ways. References 1. Dai, X. and Lo, B.: NetPay – An Efficient Protocol for Micropayments on the WWW. Fifth Australian World Wide Web Conference, Australia (1999) 2. Dai, X., Grundy, J. and Lo, B.: Comparing and contrasting micro-payment models for- commerce systems, International Conferences of Info-tech and Info-net (ICII), China (2001) 3. Dai, X., Grundy, J.: Architecture of a Micro-Payment System for Thin-Client Web App- cations. In Proceedings of the 2002 International Conference on Internet Computing, Las Vegas, CSREA Press, June 24-27, 444--450 4. Dai, X. and Grundy J.: “Customer Perception of a Thin-client Micro-payment System Issues and Experiences”, Journal of End User Computing, 15(4), pp 62-77, (2003).

Wisdom Web of Things

Author : Ning Zhong
Publisher : Springer
ISBN 13 : 3319441981
Total Pages : 349 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Wisdom Web of Things by : Ning Zhong

Download or read book Wisdom Web of Things written by Ning Zhong and published by Springer. This book was released on 2016-11-07 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough overview of the Wisdom Web of Things (W2T), a holistic framework for computing and intelligence in an emerging hyper-world with a social-cyber-physical space. Fast-evolving Web intelligence research and development initiatives are now moving toward understanding the multifaceted nature of intelligence and incorporating it at the Web scale in a ubiquitous environment with data, connection and service explosion. The book focuses on the framework and methodology of W2T, as well as its applications in different problem domains, such as intelligent businesses, urban computing, social computing, brain informatics and healthcare. From the researcher and developer perspectives, the book takes a systematic, structured view of various W2T facets and their overall contribution to the development of W2T as a whole. Written by leading international researchers, this book is an essential reference for researchers, educators, professionals, and tertiary HDR students working on the World Wide Web, ubiquitous computing, knowledge management, and business intelligence.

WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points

Author : Ron Kohavi
Publisher : Springer
ISBN 13 : 3540456406
Total Pages : 166 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points by : Ron Kohavi

Download or read book WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points written by Ron Kohavi and published by Springer. This book was released on 2003-08-02 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: WorkshopTheme The ease and speed with which business transactions can be carried out over the Web has been a key driving force in the rapid growth of electronic commerce. In addition, customer interactions, including personalized content, e-mail c- paigns, and online feedback provide new channels of communication that were not previously available or were very ine?cient. The Web presents a key driving force in the rapid growth of electronic c- merceandanewchannelforcontentproviders.Knowledgeaboutthecustomeris fundamental for the establishment of viable e-commerce solutions. Rich web logs provide companies with data about their customers and prospective customers, allowing micro-segmentation and personalized interactions. Customer acqui- tion costs in the hundreds of dollars per customer are common, justifying heavy emphasis on correct targeting. Once customers are acquired, customer retention becomes the target. Retention through customer satisfaction and loyalty can be greatly improved by acquiring and exploiting knowledge about these customers and their needs. Althoughweblogsarethesourceforvaluableknowledgepatterns,oneshould keep in mind that the Web is only one of the interaction channels between a company and its customers. Data obtained from conventional channels provide invaluable knowledge on existing market segments, while mobile communication adds further customer groups. In response, companies are beginning to integrate multiple sources of data including web, wireless, call centers, and brick-a- mortar store data into a single data warehouse that provides a multifaceted view of their customers, their preferences, interests, and expectations.

Data Engineering and Communication Technology

Author : K. Srujan Raju
Publisher : Springer Nature
ISBN 13 : 9811510970
Total Pages : 949 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Engineering and Communication Technology by : K. Srujan Raju

Download or read book Data Engineering and Communication Technology written by K. Srujan Raju and published by Springer Nature. This book was released on 2020-01-08 with total page 949 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes selected papers presented at the 3rd International Conference on Data Engineering and Communication Technology (ICDECT-2K19), held at Stanley College of Engineering and Technology for Women, Hyderabad, from 15 to 16 March 2019. It features advanced, multidisciplinary research towards the design of smart computing, information systems, and electronic systems. It also focuses on various innovation paradigms in system knowledge, intelligence, and sustainability which can be applied to provide viable solutions to diverse problems related to society, the environment, and industry.

Web Mining Applications in E-Commerce and E-Services

Author : I-Hsien Ting
Publisher : Springer Science & Business Media
ISBN 13 : 3540880801
Total Pages : 181 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Web Mining Applications in E-Commerce and E-Services by : I-Hsien Ting

Download or read book Web Mining Applications in E-Commerce and E-Services written by I-Hsien Ting and published by Springer Science & Business Media. This book was released on 2009-01-24 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web mining has become a popular area of research, integrating the different research areas of data mining and the World Wide Web. According to the taxonomy of Web mining, there are three sub-fields of Web-mining research: Web usage mining, Web content mining and Web structure mining. These three research fields cover most content and activities on the Web. With the rapid growth of the World Wide Web, Web mining has become a hot topic and is now part of the mainstream of Web - search, such as Web information systems and Web intelligence. Among all of the possible applications in Web research, e-commerce and e-services have been iden- fied as important domains for Web-mining techniques. Web-mining techniques also play an important role in e-commerce and e-services, proving to be useful tools for understanding how e-commerce and e-service Web sites and services are used, e- bling the provision of better services for customers and users. Thus, this book will focus upon Web-mining applications in e-commerce and e-services. Some chapters in this book are extended from the papers that presented in WMEE 2008 (the 2nd International Workshop for E-commerce and E-services). In addition, we also sent invitations to researchers that are famous in this research area to contr- ute for this book. The chapters of this book are introduced as follows: In chapter 1, Peter I.

Encyclopedia of Information Science and Technology, Second Edition

Author : Khosrow-Pour, Mehdi
Publisher : IGI Global
ISBN 13 : 1605660272
Total Pages : 5266 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Second Edition by : Khosrow-Pour, Mehdi

Download or read book Encyclopedia of Information Science and Technology, Second Edition written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2008-10-31 with total page 5266 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This set of books represents a detailed compendium of authoritative, research-based entries that define the contemporary state of knowledge on technology"--Provided by publisher.

Computational Science and Its Applications - ICCSA 2006

Author : Osvaldo Gervasi
Publisher : Springer
ISBN 13 : 3540340785
Total Pages : 1191 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computational Science and Its Applications - ICCSA 2006 by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications - ICCSA 2006 written by Osvaldo Gervasi and published by Springer. This book was released on 2006-05-11 with total page 1191 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 3980-3984 constitutes the refereed proceedings of the International Conference on Computational Science and Its Applications, ICCSA 2006. The volumes present a total of 664 papers organized according to the five major conference themes: computational methods, algorithms and applications high performance technical computing and networks advanced and emerging applications geometric modelling, graphics and visualization information systems and information technologies. This is Part IV.