The Fourth Paradigm: Data-Intensive Scientific Discovery

The Fourth Paradigm: Data-Intensive Scientific Discovery est le nom d'un ouvrage collectif édité par Tony Hey, Stewart Tansley, et Kristin Tolle en hommage à Jim Gray.

Cet ouvrage est commercialisé sous forme papier et en libre accès sur l'Internet. Il donner une suite aux réflexions de Jim Gray autour du quatrième paradigme de la science.

Le sommaire

Introductions

• Avant-propos / Foreword / [1]

Gordon Bell (Microsoft Research)

• Jim Gray on eScience: a transformed scientific method, [2]

Cette partie reprend un manuscrit de Jim Gray, utilisé lors de sa dernière communication, le 11 janvier 2007, au Computer Science and Telecommunications Board.

Edition réalisée par Tony Hey, Stewart Tansley, and Kristin Tolle

Partie 1 : La Terre et l'environnemnt

Part 1: Earth and Environment

• Introduction

Dan Fay

• Gray’s laws: database-centric computing in science

Alexander S. Szalay, José A. Blakeley

• The emerging science of environmental applications: Jeff Dozier, William B. Gail
• Redefining ecological science using data:James R. Hunt, Dennis D. Baldocchi, Catharine van Ingen
• A 2020 vision for ocean science :John R. Delaney, Roger S. Barga
• Bringing the night sky closer: discoveries in the data deluge: Alyssa A. Goodman, Curtis G. Wong
• Instrumenting the earth: next-generation sensor networks and environmental science Michael Lehning, Nicholas Dawes, Mathias Bavay, Marc Parlange, Suman Nath, Feng Zhao

Part 2: Health and Wellbeing

• Introduction

Simon Mercer

• The healthcare singularity and the age of semantic medicine

Michael Gillam, Craig Feied, Jonathan Handler, Eliza Moody, Ben Shneiderman, Catherine Plaisant, Mark Smith, John Dickason

• Healthcare delivery in developing countries: challenges and potential solutions

Joel Robertson, Del DeHart, Kristin Tolle, David Heckerman

• Discovering the wiring diagram of the brain

Jeff W. Lichtman, R. Clay Reid, Hanspeter Pfister, Michael F. Cohen

• Toward a computational microscope for neurobiology

Eric Horvitz, William Kristan

• A unified modeling approach to data-intensive healthcare

Iain Buchan, John Winn, Chris Bishop

• Visualization in process algebra models of biological systems

Luca Cardelli, Corrado Priami

Part 3: Scientific Infrastructure

• Introduction Daron Green
• A new path for science? Mark R. Abbott
• Beyond the tsunami: developing the infrastructure to deal with life sciences data

Christopher Southan, Graham Cameron

• Multicore computing and scientific discovery

James Larus, Dennis Gannon

• Parallelism and the cloud

Dennis Gannon, Dan Reed

• The impact of workflow tools on data-centric research

Carole Goble, David De Roure

• Semantic escience: encoding meaning in next-generation digitally enhanced science

Peter Fox, James Hendler

• Visualization for data-intensive science

Charles Hansen, Chris R. Johnson, Valerio Pascucci, Claudio T. Silva

• A platform for all that we know: creating a knowledge-driven research infrastructure

Savas Parastatidis

Part 4: Scholarly Communication

• Introduction Lee Dirks
• Jim Gray’s fourth paradigm and the construction of the scientific record Clifford Lynch
• Text in a data-centric world Paul Ginsparg
• All aboard: toward a machine-friendly scholarly communication system

Herbert Van de Sompel, Carl Lagoze

• The future of data policy

Anne Fitzgerald, Brian Fitzgerald, Kylie Pappalardo

• I have seen the paradigm shift, and it is us John Wilbanks
• From web 2.0 to the global database Timo Hannay

Final Thoughts

• The way forward Craig Mundie
• Conclusions and Next Steps

Tony Hey, Stewart Tansley, Kristin Tolle

Voir aussi

Liens externes

• Le site The Fourth Paradigm Home, qui donne accès à la totalité de l'ouvrage.