Reliable Research: Towards Experimental Standards for Computer
of experiments have not been widely adopted in computer science. In this ... scientific community; as a first step towards agreed standards I suggest an approach ...
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Reliable Research: Towards Experimental Standards - CiteSeerX
of experiments have not been widely adopted in computer science. In this ... scienti c community; as a rst step towards agreed standards I suggest an approach ...
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Getting Started in Computer Science Education Research - Higher
Validity and Reliability ... This is not a definitive guide to research in Computer Science Education. .... and standard mathematical methods, including recursion and induction, are ... Empirical methods are characterised by an experimental ..... and qualitative approaches towards viewing all research practices as being on a.
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Should Computer Scientists Experiment More? - Computer Science
More? o computer scientists need to experiment at all? Only .... Experimentation can help build a reliable base of knowledge and ... research addresses a fundamental problem, an expe- .... other sciences to permit different standards in exper-.
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Guidelines for Ethical Practices in Research - University of Pittsburgh
to the details of scientific research, including qualitative analysis and quantitative ... accepted ethical standards in a particular case, a researcher should discuss the matter on a .... the experimental, clinical, or field data and notes. The use of computers in research laboratories is a necessity, and managing the data generated.
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MARVIN V. ZELKOWITZ 1 Personal Information 2 Research Activities
University of Maryland, Department of Computer Science, 1971-present ... Senior Research Scientist, Fraunhofer Center for Experimental Software Engineering ... Requirements for a software engineering environment, Ablex Publishing Co. .... Zelkowitz M. V. Evolution towards a specifications environment: Experiences with ...
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A GUIDE TO RESEARCH ETHICS - Health Sciences - University of
ethical guidelines for the conduct of research – the Nuremberg Code – were developed. ... Scientists must be prepared to terminate the experiment if there .... Jamal's friend, Darcie, helped Jamal design a statistical computer program for data ..... facing conflicts of interest in their duties towards research versus their duties ...
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Information Visualization Research as Pseudo-Science [pdf]
Research in the field of information visualization is usually mediocre, often ... most information visualization programs reside in Computer Science ... Experimental Studies ... and measures should be judged according to scientific standards. ... knowing what makes a visualization memorable is a step towards answering ...
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Middle School CS in Science Standards Crosswalk - Code.org
content /practices included in the CSTA K-12 Computer Science Standards and the ... Research Council's Framework for K–12 Science Education (2012), and an ... computational scientists, students must learn to use models as experimental ..... also be able to evaluate the reliability and accuracy of information they receive.
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Reliable Inference in Data Science: Why Should We Care?
Feb 5, 2016 ... What does transparency mean in the Data Science ... How do we know inference is reliable? ... A need for new standards for how we conduct ... besides theory and experiment.” ... Investigator bias toward previous findings; conflicts of interest . ... “Really Reproducible Research” (1992) inspired by Stanford.
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Preparing your Dissertation at a Distance: A Research Guide
1.7 The Reliability of Academic Research ... 3.11 Lessons learnt by supervisors about standards, ethics and ... 6.8.2 The true experimental research design .... scientists, all of them researchers and practitioners, is typically a hallmark of ... towards the end, they, of necessity evaluate the credibility and usefulness of the thesis ...
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Information Technology Laboratory - National Institute of Standards
The Information Technology Laboratory (ITL), one of seven research ... information systems more secure, usable, interoperable, and reliable. As a ... of areas of computer science, mathematics, statistics, and systems engineering, .... important strides towards standardizing and automating .... experimental science.
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Towards a Guide for Novice Researchers on Research Methodology
Graduate School of Computer and Information Sciences ... Keywords: Research methodology, reliability, validity, research questions, problem .... An example of an experimental study would be research into which of two ..... cerned with comparing the results of using an instrument or process with some external standard.
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robustness in experimental design: a study on the reliability of
The quality criteria for experimental design approaches in chemoinformatics are ... for linear models, but reveals a bias towards outlier selection in higher order spaces. ..... We therefore calculated the standard deviation within the models of the 250 ..... Journal of Chemical Information and Computer Sciences, 32 (1992), pp.
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experimental research methods - Association for Educational
lished paradigms of the physical sciences, which for centuries relied on ... lated to the application of experimental research methods in educational technology.
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Software Reliability Experimentation and Control | SpringerLink
Journal of Computer Science and Technology ... His main research interests include software reliability and testing, and intelligent ... Cai K Y, Wang X Y. Towards a control-theoretical approach to software fault-tolerance. ... Jedlitschka A, Pfahl D. Reporting guidelines for controlled experiments in software engineering.
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Some Computer Science Issues in Ubiquitous Computing - SAND Lab
Mar 23, 1993 ... computing is standard experimental computer science: the ... infrastructure research is robust and scalable in the face of the details of .... for ubiquitous computing has been oriented towards experimental ..... location information for clients that need it while somehow preventing the reliable accumulation of.
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Guidelines for Responsible Data Management in Scientific Research
Before starting a new scientific research project, the PI and research team must address .... Ensuring reliability and validity of the data are equally important .... data from the experiment and any pertinent observations from the data's collection ... researchers are storing their data on their computer networks. However,.
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Best Practices for Replicability, Reproducibility and - arXiv.org
Jul 5, 2016 ... computing, a Computer-Based Experiment (CBEx) or its results can be of different ... point operations) towards a scientific experiment with inevitable ... valid and reliable insights that can serve as the base for further research. ..... reusability, guidelines for the design, documentation, or publication of CBEx ...
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Reporting Standards for Research in Psychology - American
... specific standards for reports of studies with experimental manipulations or ... In medicine, the movement toward evidence-based practice is now .... “Standards for Reporting on Empirical Social Science Research in .... Training and reliability of data collectors ..... studies), audio or video clips, computer programs, and even.
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