Bøger i The Morgan Kaufmann Series in Data Management Systems serien

Covers OLAP (On-Line Analytical Processing), extensions in SQL-99. This book presents an overview of many subjects that will give the working RDBMS programmers a map of the terra incognita they will face-if they want to grow. It teaches what SQL programmers need in order to make the transition from transactional systems (OLTP) into OLAP.

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.

Demonstrates how real world business problems can be formulated so that data mining can answer them. This work explains how to understand both the strategic and tactical aspects of a business problem, identify where the key leverage points are and determine where quantitative techniques of analysis - such as data mining - can yield most benefit.

Explores the technological innovations through which traditional data warehousing is brought to bear on this and other less modest e-commerce applications, such as those at work in B2B, G2C, B2G, and B2E models. This book examines the core technologies and commercial products in use.

Providing the details comprising ODMG 3.0, this work documents the changes found in version 3.0, including enhancements to the Java language. It pays attention to the broadening of the standard to support developments in object-to-database mappings (ODMs) that allow objects to be stored in relational databases.

A guide to developing global e-commerce sites. It focuses on design and engineering of Web forms for global data collection and alignment with widely recognized international standards, XML structures, and XML vocabularies. It describes the globalization problem, identifies common design errors, and introduces effective solutions and techniques.

A guide to developing data-mining applications. It offers advice on performing these large-scale, open-ended analyses for real-world data warehouses. It focuses on the preparation and organization of data and the development of an overall strategy for data mining. It reviews sophisticated prediction methods that search for patterns in big data.

Details SQL:1999's object facilities, including structured user-defined types, typed tables, user-defined routines, and routine invocation. Serving as a guide to this standard's practical application, this title focuses on the issues that matter to programmers who are connecting applications to databases.

DB2 Universal Database (UDB) supports many different types of applications, on many different kinds of data, in many different software and hardware environments. This book provides a guide to DB2 UDB Version 5 in all its aspects, including the interfaces that support end users, application developers, and database administrators.

Written for practicing IT professionals, this book is an introduction to relational database technology. It supports its conceptual information with example code and other practical illustrations; and explains fundamental issues such as the nature of data and data modeling, and moves to specific technical questions such as scales and measurements.

The chapters of this book provide a snapshot of current research and development activities in the area of query processing and optimization. They supply potential answers to many questions that have been raised for new types of database systems and at the same time reflect the variety of the different approaches taken.

This collection offers a survey of the role of transaction processing in advanced computer applications. It contains an introduction to traditional transaction technology, and descriptions of commercial systems and research projects.

This book develops a theory for transactions that provides practical solutions for system developers, focusing on the interface between the user and the database that executes transactions.

Demonstrates how to develop a business rules engine. This book covers user requirements, data modeling, and metadata. It includes conceptual overview chapters suitable for management-level readers, including general introduction, business justification, development and implementation considerations, and more.

How do you model and design your database application in consideration of new technology or new business needs? This title is loaded with design rules and case studies that are applicable to any SQL, UML, or XML-based system. It is useful to those tasked with the creation of data models for the integration of large-scale enterprise data.

Intended for both novice and experienced SQL users, this work focuses on the language's capabilities, from the basic to the advanced, and the ways that real applications take advantage of them. It illustrates features and techniques with references to their own custom database, which can be downloaded from the companion Web site.

Offers an introduction to ORM (Object-Role Modeling). This book includes coverage of relational database concepts, and developments in SQL and XML. It features case studies and exercises, and the associated web site provides appendices, and links to ORM tools. This book is intended for systems analysts, information modelers, and programmers.

Helps you learn how to apply native XML technology to SOA for: data mediation using mid-tier data and service caching to handle the explosion of fresh schemas and devices in an ever changing environment and data aggregation in the SOA middle-tier for off-line browsing, service acceleration through mid-tier caching and transformation.

Helps managers and project leaders grasp how 'querying XML' fits into the larger context of querying and XML. This book provides a background from fundamental concepts (What is XML?) to data models (the Infoset, PSVI, XQuery Data Model), to APIs (querying XML from SQL or Java), and more.

Discusses and illustrates how to solve real problems using the Java Data Mining API. This book provides a data mining introduction - an overview of data mining and the problems it can address across industries. It also discusses JDM's place in strategic solutions to data mining-related problems.

Addresses the realities of successful sites. This book aims to provide the reader with the knowledge, tools, approaches, and processes to manage key site maintenance and evolution projects. It describes content management & customer relationship management and how to go about implementing them.

Presents an easily adaptable methodology for defining, measuring, and improving data quality. Written for both a managerial and a technical audience, this book is of interest to the growing number of companies committed to wresting every possible advantage from their vast stores of business information.

Describes the challenges of using XML in a manner that promotes simplification of integration, and a high degree of schema reuse. This book also describes syntactical capabilities of XML and XML Schemas, and the similarities of XML DTDs. It presents combinations of architectural approaches to using XML as well as syntactical and working examples.

Teaches you how to use the Unified Modeling Language - the official standard of the Object Management Group - to develop and implement the best possible design for your database. This book leads you step by step through the design process, from requirements analysis to schema generation.

Provides a look at XML and other technologies for publishing structured documents on the Web. This work examines developed methods for querying and updating structured Web documents and semistructured data, including XML-QL and XSL. It looks into the convergence of Web and database approaches to semistructured data presentation and querying.

Intended for IT managers and technical staff involved in the creation, administration, or maintenance of a data management infrastructure that includes XML. This book provides the guidance for data managers to make measured decisions about XML within their organizations.

Discusses the concept of how physical structures of databases affect performance, including specific examples, guidelines, and practices for a variety of DBMSs and configurations. This volume explores B+tree indexing, clustered indexes, multidimensional clustering (MDC), range partitioning, and, shared nothing partitioning

Provides heuristics, rules, tips, and tricks that intend to help readers improve their SQL programming style and proficiency, and format and write portable, readable, maintainable SQL code. This book enables readers to give their group a coding standard for internal use, to enable programmers to use a consistent style.

Suitable for database designers and database administrators using Visio, which is the database component of Microsoft's Visual Studio .NET for Enterprise Architects suite, also included in MSDN subscriptions, this book provides an introduction to data modeling, and includes practical advice on managing database projects.

Explores the conceptual modeling approach of software engineering, from idea to application. This work helps to learn not only how to harness the design technologies of relational databases for use on the Web, but also how to transform their conceptual designs of data-intensive Web applications into effective software components.