TY  - CHAP
T1  - Data-Intensive Analysis
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Oscar Corcho
A1  - van Hemert, Jano
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - data mining
KW  - Data-Analysis Experts
KW  - Data-Intensive Analysis
KW  - Knowledge Discovery
AB  - Part II: "Data-intensive Knowledge Discovery", focuses on the needs of data-analysis experts. It illustrates the problem-solving strategies appropriate for a data-rich world, without delving into the details of underlying technologies. It should engage and inform data-analysis specialists, such as statisticians, data miners, image analysts, bio-informaticians or chemo-informaticians, and generate  ideas pertinent to their application areas.    Chapter 5: "Data-intensive Analysis", introduces a set of common problems that data-analysis experts often encounter, by means of a set of scenarios of increasing levels of complexity. The scenarios typify knowledge discovery challenges and the presented solutions provide practical methods; a starting point for readers addressing their own data challenges.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - Data-Intensive Components and Usage Patterns
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Oscar Corcho
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data Analysis
KW  - data mining
KW  - Data-Intensive Components
KW  - Registry
KW  - Workflow Libraries
KW  - Workflow Sharing
AB  - Chapter 7: "Data-intensive components and usage patterns", provides a systematic review of the components that are commonly used in knowledge discovery tasks as well as common patterns of component composition. That is, it introduces the processing elements from which knowledge discovery solutions are built and common composition patterns for delivering trustworthy information.  It reflects on how these components and patterns are evolving in a data-intensive context.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - The Data-Intensive Survival Guide
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Malcolm Atkinson
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data-Analysis Experts
KW  - Data-Intensive Architecture
KW  - Data-intensive Computing
KW  - Data-Intensive Engineers
KW  - Datascopes
KW  - Dispel
KW  - Domain Experts
KW  - Intellectual Ramps
KW  - Knowledge Discovery
KW  - Workflows
AB  - Chapter 3: "The data-intensive survival guide", presents an overview of all of the elements of the proposed data-intensive strategy. Sufficient detail is presented for readers to understand the principles and practice that we recommend. It should also provide a good preparation for readers who choose to sample later chapters. It introduces three professional viewpoints: domain experts, data-analysis experts, and data-intensive engineers. Success depends on a balanced approach that develops the capacity of all three groups. A data-intensive architecture provides a flexible framework for that balanced approach. This enables the three groups to build and exploit data-intensive processes that incrementally step from data to results. A language is introduced to describe these incremental data processes from all three points of view. The chapter introduces ‘datascopes’ as the productized data-handling environments and ‘intellectual ramps’ as the ‘on ramps’  for the highways from data to knowledge.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - Data-Intensive Thinking with DISPEL
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Malcolm Atkinson
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data-Intensive Machines
KW  - Data-Intensive Thinking, Data-intensive Computing
KW  - Dispel
KW  - Distributed Computing
KW  - Knowledge Discovery
AB  - Chapter 4: "Data-intensive thinking with DISPEL", engages the reader with technical issues and solutions, by working through a sequence of examples, building up from a sketch of a solution to a large-scale data challenge. It uses the DISPEL language extensively, introducing its concepts and constructs. It shows how DISPEL may help designers, data-analysts, and engineers develop  solutions to the requirements emerging in any data-intensive application domain. The reader is taken through simple steps initially, this then builds to conceptually complex steps that are necessary to cope with the realities of real data providers, real data, real distributed systems, and long-running processes.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Inc.
ER  - 

TY  - CHAP
T1  - Definition of the DISPEL Language
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Paul Martin
A1  - Yaikhom, Gagarine
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data Streaming
KW  - Data-intensive Computing
KW  - Dispel
AB  - Chapter 10: "Definition of the DISPEL language", describes the novel aspects of the DISPEL language: its constructs, capabilities, and anticipated programming style.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
T3  - {Parallel and Distributed Computing, series editor Albert Y. Zomaya}
PB  - John Wiley & Sons Inc.
ER  - 

TY  - CHAP
T1  - The Digital-Data Challenge
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Malcolm Atkinson
A1  - Parsons, Mark
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Big Data
KW  - Data-intensive Computing, Knowledge Discovery
KW  - Digital Data
KW  - Digital-Data Revolution
AB  - Part I: <em>Strategies for success in the digital-data revolution</em>, provides an executive summary of the whole book to convince strategists, politicians, managers, and educators that our future data-intensive society requires new thinking, new behavior, new culture, and new distribution of investment and effort. This part will introduce the major concepts so that readers are equipped to discuss and steer their organization’s response to the opportunities and obligations brought by the growing wealth of data. It will help readers understand the changing context brought about by advances in digital devices, digital communication, and ubiquitous computing.    Chapter 1: <em>The digital-data challenge</em>, will help readers to understand the challenges ahead in making good use of the data and introduce ideas that will lead to helpful strategies. A global digital-data revolution is catalyzing change in the ways in which we live, work, relax, govern, and organize. This is a significant change in society, as important as the invention of printing or the industrial revolution, but more challenging because it is happening globally at lnternet speed. Becoming agile in adapting to this new world is essential.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - The Digital-Data Revolution
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Malcolm Atkinson
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data
KW  - Information
KW  - Knowledge
KW  - Knowledge Discovery
KW  - Social Impact of Digital Data
KW  - Wisdom, Data-intensive Computing
AB  - Chapter 2: "The digital-data revolution", reviews the relationships between data, information, knowledge, and wisdom. It analyses and quantifies the changes in technology and society that are delivering the data bonanza, and then reviews the consequential changes via representative examples in biology, Earth sciences, social sciences, leisure activity, and business. It exposes quantitative details and shows the complexity and diversity of the growing wealth of data, introducing some of its potential benefits and examples of the impediments to successfully realizing those benefits.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - DISPEL Development
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Adrian Mouat
A1  - Snelling, David
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Diagnostics
KW  - Dispel
KW  - IDE
KW  - Libraries
KW  - Processing Elements
AB  - Chapter 11: "DISPEL development", describes the tools and libraries that a DISPEL developer might expect to use. The tools include those needed during process definition, those required to organize enactment, and diagnostic aids for developers of applications and platforms.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Inc.
ER  - 

TY  - CHAP
T1  - DISPEL Enactment
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Chee Sun Liew
A1  - Krause, Amrey
A1  - Snelling, David
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data Streaming
KW  - Data-Intensive Engineering
KW  - Dispel
KW  - Workflow Enactment
AB  - Chapter 12: "DISPEL enactment", describes the four stages of DISPEL enactment. It is targeted at the data-intensive engineers who implement enactment services.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Inc.
ER  - 

TY  - CHAP
T1  - Foreword
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Tony Hey
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Big Data
KW  - Data-intensive Computing, Knowledge Discovery
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - Preface
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Malcolm Atkinson
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Big Data, Data-intensive Computing, Knowledge Discovery
AB  - Who should read the book and why.  The structure and conventions used.  Suggested reading paths for different categories of reader.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - Problem Solving in Data-Intensive Knowledge Discovery
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Oscar Corcho
A1  - van Hemert, Jano
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data-Analysis Experts
KW  - Data-Intensive Analysis
KW  - Design Patterns for Knowledge Discovery
KW  - Knowledge Discovery
AB  - Chapter 6: "Problem solving in data-intensive knowledge discovery", on the basis of the previous scenarios, this chapter provides an overview of effective strategies in knowledge discovery, highlighting common problem-solving methods that apply in conventional contexts, and focusing on the similarities and differences of these methods.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CHAP
T1  - Sharing and Reuse in Knowledge Discovery
T2  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
Y1  - 2013
A1  - Oscar Corcho
ED  - Malcolm Atkinson
ED  - Rob Baxter
ED  - Peter Brezany
ED  - Oscar Corcho
ED  - Michelle Galea
ED  - Parsons, Mark
ED  - Snelling, David
ED  - van Hemert, Jano
KW  - Data-Intensive Analysis
KW  - Knowledge Discovery
KW  - Ontologies
KW  - Semantic Web
KW  - Sharing
AB  - Chapter 8: "Sharing and re-use in knowledge discovery", introduces more advanced knowledge discovery problems, and shows how improved component and pattern descriptions facilitate re-use. This supports the assembly of libraries of high level components well-adapted to classes of knowledge discovery methods or application domains. The descriptions are made more powerful by introducing notations from the semantic Web.
JF  - THE DATA BONANZA: Improving Knowledge Discovery for Science, Engineering and Business
PB  - John Wiley & Sons Ltd.
ER  - 

TY  - CONF
T1  - OGSA-DAI Status and Benchmarks
T2  - All Hands Meeting 2005
Y1  - 2005
A1  - Antonioletti, Mario
A1  - Malcolm Atkinson
A1  - Rob Baxter
A1  - Andrew Borle
A1  - Hong, Neil P. Chue
A1  - Patrick Dantressangle
A1  - Hume, Alastair C.
A1  - Mike Jackson
A1  - Krause, Amy
A1  - Laws, Simon
A1  - Parsons, Mark
A1  - Paton, Norman W.
A1  - Jennifer M. Schopf
A1  - Tom Sugden
A1  - Watson, Paul
AB  - This paper presents a status report on some of the highlights that have taken place within the OGSADAI project since the last AHM. A description of Release 6.0 functionality and details of the forthcoming release, due in September 2005, is given. Future directions for this project are discussed. This paper also describes initial results of work being done to systematically benchmark recent OGSADAI releases. The OGSA-DAI software distribution, and more information about the project, is available from the project website at www.ogsadai.org.uk.
JF  - All Hands Meeting 2005
CY  - Nottingham, UK
ER  - 

TY  - CONF
T1  - OGSA-DAI Status Report and Future Directions
T2  - All Hands Meeting 2004
Y1  - 2004
A1  - Antonioletti, Mario
A1  - Malcolm Atkinson
A1  - Rob Baxter
A1  - Borley, Andrew
A1  - Hong, Neil P. Chue
A1  - Collins, Brian
A1  - Jonathan Davies
A1  - Desmond Fitzgerald
A1  - Hardman, Neil
A1  - Hume, Alastair C.
A1  - Mike Jackson
A1  - Krause, Amrey
A1  - Laws, Simon
A1  - Paton, Norman W.
A1  - Tom Sugden
A1  - Watson, Paul
A1  - Mar
AB  - Data Access and Integration (DAI) of data resources, such as relational and XML databases, within a Grid context. Project members also participate in the development of DAI standards through the GGF DAIS WG. The standards that emerge through this effort will be adopted by OGSA-DAI once they have stabilised. The OGSA-DAI developers are also engaging with a growing user community to gather their data and functionality requirements. Several large projects are already using OGSA-DAI to provide their DAI capabilities. This paper presents a status report on OGSA-DAI activities since the last AHM and announces future directions. The OGSA-DAI software distribution and more information about the project is available from the project website at http://www.ogsadai.org.uk/.
JF  - All Hands Meeting 2004
CY  - Nottingham, UK
ER  - 

TY  - CONF
T1  - OGSA-DAI: Two Years On
T2  - GGF10
Y1  - 2004
A1  - Antonioletti, Mario
A1  - Malcolm Atkinson
A1  - Rob Baxter
A1  - Borley, Andrew
A1  - Neil Chue Hong
A1  - Collins, Brian
A1  - Jonathan Davies
A1  - Hardman, Neil
A1  - George Hicken
A1  - Ally Hume
A1  - Mike Jackson
A1  - Krause, Amrey
A1  - Laws, Simon
A1  - Magowan, James
A1  - Jeremy Nowell
A1  - Paton, Norman W.
A1  - Dave Pearson
A1  - To
AB  - The OGSA-DAI project has been producing Grid-enabled middleware for almost two years now, providing data access and integration capabilities to data resources, such as databases, within an OGSA context. In these two years, OGSA-DAI has been tracking rapidly evolving standards, managing changes in software dependencies, contributing to the standardisation process and liasing with a growing user community together with their associated data requirements. This process has imparted important lessons and raised a number of issues that need to be addressed if a middleware product is to be widely adopted. This paper examines the experiences of OGSA-DAI in implementing proposed standards, the likely impact that the still-evolving standards landscape will have on future implementations and how these affect uptake of the software. The paper also examines the gathering of requirements from and engagement with the Grid community, the difficulties of defining a process for the management and publishing of metadata, and whether relevant standards can be implemented in an efficient manner. The OGSA-DAI software distribution and more details about the project are available from the project Web site at http://www.ogsadai.org.uk/.
JF  - GGF10
CY  - Berlin, Germany
ER  - 

TY  - CONF
T1  - The Design and Implementation of Grid Database Services in OGSA-DAI
T2  - All Hands Meeting 2003
Y1  - 2003
A1  - Ali Anjomshoaa
A1  - Antonioletti, Mario
A1  - Malcolm Atkinson
A1  - Rob Baxter
A1  - Borley, Andrew
A1  - Hong, Neil P. Chue
A1  - Collins, Brian
A1  - Hardman, Neil
A1  - George Hicken
A1  - Ally Hume
A1  - Knox, Alan
A1  - Mike Jackson
A1  - Krause, Amrey
A1  - Laws, Simon
A1  - Magowan, James
A1  - Charaka Palansuriya
A1  - Paton, Norman W.
AB  - This paper presents a high-level overview of the design and implementation of the core components of the OGSA-DAI project. It describes the design decisions made, the project’s interaction with the Data Access and Integration Working Group of the Global Grid Forum and provides an overview of implementation characteristics. Further details of the implementation are provided in the extensive documentation available from the project web site.
JF  - All Hands Meeting 2003
CY  - Nottingham, UK
ER  -