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Isabel Gwara commited on Jan 10, 2022

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@@ -4,5 +4,5 @@ This project was designed to help you decide what anime might be a good fit for
 The data for this model was collected on Amazon's Mechanical Turk! Mechanical Turk allows you to get a lot of survey responses quickly by paying people for their time. People can make a bit of extra money by completing short tasks while they ride the bus to work or wait for a friend, or even just to avoid boredom. You must be 18 years or older to be a worker.
 Data privacy: we were very wary of potentially asking people personal questions. While some questions can seen innocuous at first, they might actually be taken very seriously by the person answering the survey. Our questions tried to avoid personal information where possible and data was collected anonymously through a Google form that did not require a sign-in.
 Bias: while this is a fairly lighthearted topic, we were aware of the potential for bias in our AI model because that could lead to a bad experience for the person using the app. People would expect to get a good recommendation for them when in fact they didn't enjoy the anime we suggested to them. Everyone who took the survey on Mechanical Turk is over the age of 18, so any high schooler taking this survey might not get accurate results. As well, we were limited in the amount of data we could collect, so we only have about 100 responses. We were satisfied with how accurate the model was, but it turned out that a lot of people chose Pokemon, so the survey wasn't as accurate for non-Pokemon responses. It could help to collect more data.
-https://drive.google.com/uc?id=1ew2FHc7EmbcEZUtLhaJ7bITzrkezamFP
 The curriculum team (the best internal team obvi) includes Cristina, Ehrik, and Isabel! You can learn more about The AI Education Project at aiedu.org.

 The data for this model was collected on Amazon's Mechanical Turk! Mechanical Turk allows you to get a lot of survey responses quickly by paying people for their time. People can make a bit of extra money by completing short tasks while they ride the bus to work or wait for a friend, or even just to avoid boredom. You must be 18 years or older to be a worker.
 Data privacy: we were very wary of potentially asking people personal questions. While some questions can seen innocuous at first, they might actually be taken very seriously by the person answering the survey. Our questions tried to avoid personal information where possible and data was collected anonymously through a Google form that did not require a sign-in.
 Bias: while this is a fairly lighthearted topic, we were aware of the potential for bias in our AI model because that could lead to a bad experience for the person using the app. People would expect to get a good recommendation for them when in fact they didn't enjoy the anime we suggested to them. Everyone who took the survey on Mechanical Turk is over the age of 18, so any high schooler taking this survey might not get accurate results. As well, we were limited in the amount of data we could collect, so we only have about 100 responses. We were satisfied with how accurate the model was, but it turned out that a lot of people chose Pokemon, so the survey wasn't as accurate for non-Pokemon responses. It could help to collect more data.
+https://images.squarespace-cdn.com/content/v1/5e4efdef6d10420691f02bc1/1600070395181-XDYJFZXOJPG90LMN6AG9/AiForum-Logos_08-2020_stacked+03.png?format=1500w
 The curriculum team (the best internal team obvi) includes Cristina, Ehrik, and Isabel! You can learn more about The AI Education Project at aiedu.org.