Examples and Aspects of Weapon of Math Destruction and Information Technologies
Here are your questions for your midterm.
Choose ONE from each category. Your answers should be 1 to 3 double-spaced pages per question. Please submit as either a Word doc or a PDF, and *be sure to include your name in the document, and number each question!*
You're welcome to use any and all class readings, discussions, videos, etc., but please remember to cite them as best as you can (whether by name or "as mentioned in our class discussion on the self."). You do not need a formal citation style like MLA or APA, but please include the author or speaker. Use only your own notes and the materials from class, and do not collaborate with anyone.
This midterm should take about 70 minutes to complete. Please be sure to proofread your answers.
3. Define an example of a weapon of math destruction (WMD), and identify the key aspects of the WMD by giving examples for each of the six key elements of sociotechnical systems for the WMD. Discuss some advantages and disadvantages of the WMD. Frame at least one of the disadvantages as a wicked problem, and describe what makes that disadvantage a wicked problem. Offer a technological solution to the problem, and discuss at least one other potential problem might emerge as a result of that solution.
5. Give examples of two information technologies that relate to the presentation of self in everyday life. Compare these technologies, and give an example of a definitional disruption that might occur in one of these spaces. How have our ideas about the self influenced the design and/or use of these technologies? And how have they shaped the way that we think about ourselves?
Weapon of Math Destruction and Information Technologies
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Weapon of Math Destruction and Information Technologies
Question 3: Weapon of Math Destruction (WMD)
An example of a weapon of math destruction is the recidivism prediction model. Individuals who are likely to commit a similar mistake should have a consistent patrol to reduce their chances of repeating the same issue. They should sometimes be exposed to life or death sentences. The process is contentious since it is based on the likelihood and calculated depending on common behaviors and demographics. Therefore, an example of WMD is a model used for predicting recidivism, Level of Service Inventory.
The first element is social visibility. For example, the data used for the prediction are taken without consent from the prisoners to assist in the accurate prediction of the model. The second element is reliability; for example, it uses reliable data to predict criminals' future. The third aspect is data suitability; for example, it focuses on data that fits in the model and limits possible challenges. The fourth element is enhancing social democracy; for example, it provides reliable data necessary for providing significant freedom to the victims. The fifth element is scaling; for instance, it uses a specific range of scales to provide a reliable prediction. The last element is reliability, for it ethically provides a reliable framework for predicting criminals' future.
Additionally, the researchers have significantly revised the WMD to reduce crimes based on the technology. WMD positively impacts the social environment by limiting criminal engagements. The model is effective since it mitigates increased crimes committed by individuals released from jails. The model comprises a questionnaire that the prisoners fill out that can adequately determine their engagement in future activities that may jeopardize their capacity to engage in social issues in the future. Therefore, the proxy data is used to create a reliable framework that can determine the feedback loops to ensure effective prediction of future circumstances. Lastly, another aspect to know about the model is diverse data used to promote positive outcomes and limit any possible mistakes that may jeopardize the prediction outcome.
The key advantage of the WMD is data fitness and suitability. The model focuses on data that assist fits in the model and limits possible challenges. It makes it easy to rely on an effective and positive outcome. The fourth element is enhancing social democracy by providing reliable data necessary for future production. The model is also advantageous due to its high accuracy and efficiency in predicting the possibility of recidivism among the victims.
The model is also composed of specific challenges. The major disadvantage is opaqueness. Some data used for the prediction are taken without the consent of the prisoners, thus adversely impacting the outcome. The second disadvantage is a statistical weakness due to proxy data. There is reliance on proxy data that may j...