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Optimal design of experiments to identify latent behavioral types [article]

Stefano Balietti, Brennan Klein, Christoph Riedl
2020 arXiv   pre-print
We then collect data across five different experimental designs to compare the ability of the optimal experimental design to discriminate among competing behavioral models against the experimental designs  ...  that efficiently explores the space of possible design parameters, and (2) a sampling procedure which evaluates each design parameter combination more efficiently.  ...  Acknowledgements The authors acknowledge Mahmoud El-Gamal for helpful correspondences and Stephanie W. Wang for useful comments on the design and implementation.  ... 
arXiv:1807.07024v3 fatcat:7w43lhoz3vhypde2vytutuc4ry

Experiments on Crowdsourcing Policy Assessment [article]

J. Prpic, A. Taeihagh, J. Melton
2017 arXiv   pre-print
In this work, we investigate these questions by undertaking experiments designed to replicate expert policy assessments with non-expert Crowds recruited from Virtual Labor Markets.  ...  We discuss our research methods in detail and provide the findings of our experiments.  ...  options and expert policy assessment results which allowed this work to be systematically undertaken as reported here.  ... 
arXiv:1702.04219v1 fatcat:ajhkc5frfbcitf6gi2hbyjb3fq

Experiments in social data mining

Brian Amento, Loren Terveen, Will Hill, Deborah Hix, Robert Schulman
2003 ACM Transactions on Computer-Human Interaction  
Social data mining systems enable people to share opinions and benefit from each other's experience.  ...  Second, compared to popular web search interfaces, the TopicShop interface to this information lets users select significantly more high quality sites, in less time and with less effort, and to organize  ...  Acknowledgements We thank the many people who participated in our experiments. We also thank Candace Kamm, Julia Hirschberg, and Steve Whittaker for much useful discussion.  ... 
doi:10.1145/606658.606661 fatcat:bb66a5ppyjffhfriykeuvgoxhi

I-BiDaaS - D6.2: Experiments implementation – initial version

Evangelia Kavakli, Rizos Sakellariou
2019 Zenodo  
This is a report on the progress of: the operational experiments' specification; the preparation of the datasets to be exploited in each experiment; and the indicators to be measured in order to validate  ...  both the operational (business) and technical performance of the I-BiDaaS platform, according to the I-BiDaaS experimental protocol.  ...  Both experts and nonexperts are able to carry out experiments on big data as a self-service.  ... 
doi:10.5281/zenodo.4088412 fatcat:3ouzpr4zobav3m6j4cqf4cjp3u

What is a "Democratic Experiment"?

Chris Ansell
2012 Contemporary Pragmatism  
The paper then suggests that a more compatible conception of experimentalism might be found in recent work on design experiments.  ...  Starting with Donald Campbell's argument in favor of an experimenting society, the paper critically examines whether randomized controlled experiments should be the gold standard for democratic experimentalism  ...  Science is traditionally the domain of specially trained experts using specialized techniques to strategically manipulate experimental conditions.  ... 
doi:10.1163/18758185-90000235 fatcat:d2qsj2x5wzevho4hh4pzeejygy

Network analysis of energy transition arena experiments

Kaisa Matschoss, Petteri Repo, Jani Lukkarinen
2020 Environmental Innovation and Societal Transitions  
A B S T R A C T This article examines energy related experiments suggested and outlined in a co-creative Energy Transition Arena in Finland in 2017 with participating experts from various spheres of society  ...  A transition arena is a process for engaging stakeholders in systemic transitions, and experiments are an important measure for enhancing transition and mechanisms of change.  ...  Acknowledgements The authors would like to thank all participants and organisers of the Finnish Energy Transition Arena as well as the Smart Energy Transition -project and the Strategic Research Council  ... 
doi:10.1016/j.eist.2020.03.003 fatcat:h22gk3ft3jerhnchq3rsqb53bi

Experiments as Code: A Concept for Reproducible, Auditable, Debuggable, Reusable, Scalable Experiments [article]

Leonel Aguilar, Michal Gath-Morad, Jascha Grübel, Jasper Ermatinger, Hantao Zhao, Stefan Wehrli, Robert W. Sumner, Ce Zhang, Dirk Helbing, Christoph Hölscher
2022 arXiv   pre-print
A common concern in experimental research is the auditability and reproducibility of experiments.  ...  Experiments are usually designed, provisioned, managed, and analyzed by diverse teams of specialists (e.g., researchers, technicians and engineers) and may require many resources (e.g. cloud infrastructure  ...  The design-implementation-link problem for novices is addressed with prefabs but experts are required to create new solutions.  ... 
arXiv:2202.12050v1 fatcat:d2y5mvlrgze3rk5a4yr7roiqpi

Experimenting with co-design in STI policy making

Alessandro Deserti, Francesca Rizzo, Melanie Smallman
2020 Policy Design and Practice  
Furthermore, it compares empirical insights with the debate on experimentation of co-creation practices in STI policy making and on the potentialities and limitations of design for policy.  ...  The article discusses insights coming from ten labs across Europe, where experiments in co-design processes and tools are designing and testing solutions to societal challenges under diverse science, technology  ...  as active experts; engages policy makers as co-producers of the solutions and support them to directly experiment with co-creation.  ... 
doi:10.1080/25741292.2020.1764692 fatcat:u3a44gqbzfhlvcx6urc2662vja

Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy [article]

Sergei V. Kalinin, Maxim A. Ziatdinov, Jacob Hinkle, Stephen Jesse, Ayana Ghosh, Kyle P. Kelley, Andrew R. Lupini, Bobby G. Sumpter, Rama K. Vasudevan
2021 arXiv   pre-print
data analysis.  ...  Machine learning and artificial intelligence (ML/AI) are rapidly becoming an indispensable part of physics research, with domain applications ranging from theory and materials prediction to high-throughput  ...  ., in the form of the acquisition function selection in GP, combined functional form of data for multimodal and spectral images, choice of the reward design in RL, or implicit biases in self-supervised  ... 
arXiv:2103.12165v1 fatcat:z3uh2jxrgfbf7d4kol6ed6bcra

Supporting the creation of hybrid museum experiences

Boriana Koleva, Stefan Rennick Egglestone, Holger Schnädelbach, Kevin Glover, Chris Greenhalgh, Tom Rodden, Martyn Dade-Robertson
2009 Proceedings of the 27th international conference on Human factors in computing systems - CHI 09  
We present the iterative development of the tool through a user centred design process and demonstrate its use by domain experts to realise two distinct hybrid exhibits.  ...  The process of design and refinement of the tool highlights the need to adopt an experience oriented approach allowing authors to think in terms of the physical and digital "things" that comprise a hybrid  ...  The concept was validated through a workshop with ten domain experts where the focus was on exploring the breadth of possibilities offered by the tool.  ... 
doi:10.1145/1518701.1519001 dblp:conf/chi/KolevaESGGRD09 fatcat:ygt54rv5d5e23m3alndxlxheri

Autonomous efficient experiment design for materials discovery with Bayesian model averaging

Anjana Talapatra, S. Boluki, T. Duong, X. Qian, E. Dougherty, R. Arróyave
2018 PHYSICAL REVIEW MATERIALS  
Recently, this problem has been addressed by framing materials discovery as an optimal experiment design.  ...  The accelerated exploration of the materials space in order to identify configurations with optimal properties is an ongoing challenge.  ...  The development of strategies to integrate simulations and experimental data with expert knowledge is a highly active area of research [3, 4] .  ... 
doi:10.1103/physrevmaterials.2.113803 fatcat:qngi5sxzbzawzarakeexk6qwsq

Co-production for innovation: the urban living lab experience

Giorgia Nesti
2017 Policy & Society  
Their strength and popularity stem from a methodology based on open innovation, experimentation, and citizen engagement.  ...  The paper seeks to fill this gap by examining through a qualitative analysis three experiences of ULLs made in Amsterdam, Boston and Turin.  ...  She teaches 'Policymaking of the European Union' and 'Local Systems in the European Space' at the University of Padova and 'Public Policy' at the University Ca' Foscari in Venice.  ... 
doi:10.1080/14494035.2017.1374692 fatcat:q2mes5qdk5dynawffhfdk5imoa

What does it mean to be good at using a mobile device? An investigation of three levels of experience and skill

Antti Oulasvirta, Mikael Wahlström, K. Anders Ericsson
2011 International Journal of Human-Computer Studies  
Our study suggests that this type of self-taught intermediate level of skill is devicespecific. Experienced users (casual users and experts) exhibited superior performance for representative tasks.  ...  In order to describe and better understand this type of self-taught intermediate level of skill, 10 casual users of a high-end smartphone series were compared to 10 novices and 4 professionals (help desk  ...  Acknowledgement We thank Pertti Saariluoma and three anonymous reviewers for helpful comments on the manuscript.  ... 
doi:10.1016/j.ijhcs.2010.11.003 fatcat:j6juqlho3fctrgau25jerxtb3q

A Collaborative Change Experiment: Post-experiment Evaluation of Home Telecare for Elderly Home Dwellers

Suhas Govind Joshi, Anita Woll
2015 Procedia Manufacturing  
We present and thematically analyze the results from a final post-experimental workshop and case study, and we use this analysis to discuss the overall findings of our research.  ...  Our main findings cover different aspects of the design of telecare, including organizational, technical and health aspect.  ...  Our research involves many domain experts and home care workers who do not have daily or direct contact with elderly home dwellers themselves, and therefore were unable to participate in our usability  ... 
doi:10.1016/j.promfg.2015.07.111 fatcat:gw63h6zqsvhnpcl3s2zdcdy3om

EEG & Eye Tracking User Experiments for Spatial Memory Task on Maps

Merve Keskin, Kristien Ooms, Ahmet Dogru, Philippe De Maeyer
2019 ISPRS International Journal of Geo-Information  
Preliminary data exploration mostly suggested an increase in theta power and a decrease in alpha power.  ...  The aim of this research is to evaluate the use of ET and EEG for studying the cognitive processes of expert and novice map users and to explore these processes by comparing two types of spatial memory  ...  Acknowledgments: We would like to thank Andrey Nikolaev who is a researcher in experimental psychology at University of Leuven (KU Leuven) for sharing his knowledge and expertise on ET and EEG while designing  ... 
doi:10.3390/ijgi8120546 fatcat:iirfyn6z2nctrkdie6kbnhrqvu
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