Isabel Gwara commited on
Commit
b628c76
1 Parent(s): 94aacaa

Update info.txt

Browse files
Files changed (1) hide show
  1. info.txt +1 -1
info.txt CHANGED
@@ -5,4 +5,4 @@ The data for this model was collected on Amazon's Mechanical Turk! Mechanical Tu
5
  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.
6
  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.
7
  https://images.squarespace-cdn.com/content/v1/5e4efdef6d10420691f02bc1/1600070395181-XDYJFZXOJPG90LMN6AG9/AiForum-Logos_08-2020_stacked+03.png?format=1500w
8
- 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.
 
5
  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.
6
  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.
7
  https://images.squarespace-cdn.com/content/v1/5e4efdef6d10420691f02bc1/1600070395181-XDYJFZXOJPG90LMN6AG9/AiForum-Logos_08-2020_stacked+03.png?format=1500w
8
+ The curriculum team includes Cristina, Ehrik, and Isabel! You can learn more about The AI Education Project at aiedu.org.