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The aim of this assignment is to give you experience in developing an experimental design relevant to a research topic in computer science. You should build from your previous assignment to identify the experimental design of testing a hypotheses (or sub hypotheses) that you want to study in relation to your topic. Your experimental design should be informed by the state of the art or literature review of a gap that is missing in the area. You will need to also identify data or datasets that will be used as input into the research study. Note: if you are performing human-centered user research you may be able to base your initial research questions on an existing study with a dataset, but in order to test your experiment you may need to conduct a study to gather more data about the research that informs the problem. Note: if you are not performing human-centered user research and your computing topic is a novel improvement over an algorithmic technique you’ll need to look at previous studies to determine if their datasets will contain all of the features you need to study how well the data performs in your novel algorithmic technique.
Outline the experimental design of the technique you will use to:
Identify assumptions about the computing topic
Pose a research question to address a research gap related to a computing topic
Gather relevant data related to the research
Identify metrics for determining success of your study
Identify and summarize strengths and weaknesses of the experimental design