Article ID: CBB721562108

Ethical Implications of Computational Modeling (Spring 2017)

unapi

Fleischmann, Kenneth R. (Author)
Wallace, William A. (Author)


The Bridge: Journal of the National Academy of Engineering
Volume: 47
Issue: 1
Pages: 45-51


Publication Date: Spring 2017
Edition Details: Issue Theme: Engineering Ethics
Language: English

At their core, science, engineering, and all forms of inquiry involve making sense of a complex world. Modeling is one way of reducing the complexity of the world by abstracting away details. Computational modeling involves the use of computers to scale up mathematical models. Computational models play a critical role in a number of application areas. For example, agricultural engineers use them to control invasive species (Büyüktahtakin et al. 2014), and climatologists use them to predict changes in the Earth’s climate over time (Edwards 2010). In tennis the “Hawk-Eye” instant replay system is used to resolve challenges to refereeing: unlike instant replay used in most sports, it employs a computational model to track the ball using multiple camera angles and makes a prediction about whether a ball was in or out (Collins and Evans 2008). In each of these cases, computational modeling carries important ethical implications, as modelers have tremendous power to influence both perceptions and behavior, particularly when models are not transparent (Fleischmann and Wallace 2005).

...More
Associated with

Article Galloway, Gerard E., Jr.; Johnson, Deborah G. (Spring 2017) Why Engineering Ethics Matters. The Bridge: Journal of the National Academy of Engineering (pp. 3-7). unapi

Citation URI
https://data.isiscb.org/isis/citation/CBB721562108/

Similar Citations

Article Thomas B. Kane; (March 2019)
Artificial Intelligence in Politics: Establishing Ethics (/isis/citation/CBB687883190/)

Article Baker, Kevin T.; (2017)
Simulation and “Seduction” at the Policy Interface (/isis/citation/CBB450364367/)

Article McAllister, Therese P.; van de Lindt, John; Ellingwood, Bruce; (Summer 2019)
A Fully Integrated Model of Interdependent Physical Infrastructure and Social Systems (/isis/citation/CBB495253737/)

Article Miles MacLeod; Nancy J. Nersessian; (2018)
Modeling Complexity: Cognitive Constraints and Computational Model-Building in Integrative Systems Biology (/isis/citation/CBB935002178/)

Book Shannon Vallor; (2016)
Technology and the Virtues: A Philosophical Guide to a Future Worth Wanting (/isis/citation/CBB166777442/)

Article Rider Foley; Beverley Gibbs; (2019)
Connecting Engineering Processes and Responsible Innovation: A Response to Macro-Ethical Challenges (/isis/citation/CBB328472661/)

Article Ronald C. Arkin; (September 2018)
Ethics of Robotic Deception (/isis/citation/CBB847078646/)

Article Johnson, Deborah G.; (Spring 2017)
Can Engineering Ethics Be Taught? (/isis/citation/CBB099739215/)

Article Krishna Sood; (June 2018)
The Ultimate Black Box: The Thorny Issue of Programming Moral Standards in Machines (/isis/citation/CBB475729971/)

Article Marc Steen; (May 2015)
Upon Opening the Black Box and Finding It Full: Exploring the Ethics in Design Practices (/isis/citation/CBB908958824/)

Article Schrader-Frechette, Kristin; (Spring 2017)
How Some Scientists and Engineers Contribute to Environmental Injustice (/isis/citation/CBB655614902/)

Chapter Sedlet, S.; (1999)
Computers, ethics, law and society: what do we teach undergraduates? (/isis/citation/CBB471733429/)

Chapter Elizabeth A. Buchanan; Lipinski, T. A.; (1999)
The "girl next door" in virtual play space: victim, or vixen, or invisible? (/isis/citation/CBB718854553/)

Chapter Vrishali Subramanian; Sanjay Chandrasekharan; Nancy J. Nersessian; (2012)
Computational Modeling: Is This the End of Thought Experiments in Science? (/isis/citation/CBB739614030/)

Book Edwards, Paul N.; (2010)
A vast machine: Computer models, climate data, and the politics of global warming (/isis/citation/CBB001181659/)

Article Miles MacLeod; Nancy J. Nersessian; (2015)
Modeling systems-level dynamics: Understanding without mechanistic explanation in integrative systems biology (/isis/citation/CBB511081415/)

Authors & Contributors
Nersessian, Nancy J.
MacLeod, Miles
Edwards, Paul N.
Coeckelbergh, Mark
Lipinski, T. A.
Rider Foley
Journals
IEEE Technology and Society Magazine
The Bridge: Journal of the National Academy of Engineering
Transfers
Studies in History and Philosophy of Science Part C: Studies in History and Philosophy of Biological and Biomedical Sciences
Science, Technology and Human Values
IEEE Annals of the History of Computing
Publishers
IEEE
Springer
Oxford University Press
MIT Press
Concepts
Technology and ethics
Ethics
Models and modeling in science
Computers--social aspects
Computational methods
Engineering, human factors
Time Periods
21st century
20th century
Places
United States
Europe
Institutions
Facebook (firm)
Club of Rome
Comments

Be the first to comment!

{{ comment.created_by.username }} on {{ comment.created_on | date:'medium' }}

Log in or register to comment