Limits on Recording and Use

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Do curso por University of Michigan

Data Science Ethics

44 classificações

University of Michigan

Data Science Ethics

44 classificações

What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting and managing big data. Explore the broader impact of the data science field on modern society and the principles of fairness, accountability and transparency as you gain a deeper understanding of the importance of a shared set of ethical values. You will examine the need for voluntary disclosure when leveraging metadata to inform basic algorithms and/or complex artificial intelligence systems while also learning best practices for responsible data management, understanding the significance of the Fair Information Practices Principles Act and the laws concerning the "right to be forgotten." This course will help you answer questions such as who owns data, how do we value privacy, how to receive informed consent and what it means to be fair. Data scientists and anyone beginning to use or expand their use of data will benefit from this course. No particular previous knowledge needed.

Na lição

Data Ownership

Who owns data about you? We'll explore that question in this module. A few examples of personal data include copyrights for biographies; ownership of photos posted online, Yelp, Trip Advisor, public data capture, and data sale. We'll also explore the limits on recording and use of data.

Data Ownership12:08

Limits on Recording and Use7:31

Data Ownership Finale3:05

Case Study: Rate My Professor3:09

Case Study: Privacy After Bankruptcy2:26

Conheça os instrutores

H.V. Jagadish
Bernard A Galler Collegiate Professor
Electrical Engineering and Computer Science

So we've been talking about the fact that the data are owned by whoever records the data.

And to balance this,

we've got to think about limits on recording and use.

And that's what we'll talk about in this segment.

So there's clearly some expectation of privacy.

If you're in a clothing store fitting room,

if you're in a restroom, you really don't want to have cameras in there.

If you have a phone company,

you really don't want them to listening in to your phone calls.

Of course, there are times when we could

agree to do whatever it is that parties freely agree to.

So, you could pose for a photograph

and we may agree that I will give you ownership of the photo,

that I will not retain ownership.

Or you could participate in a research experiment

and there is informed consent about that.

Research funding agencies could require that data collected

from the funded research must be made public.

If they didn't have such a requirement,

you could own the data collected from

your experiments and do what you wish to do with them.

So certainly from a contractual basis,

one could arrive at whatever reasonable things one wants to do.

But let's look at things that one does without actually having contracts.

So if you go to a store,

probably have video cameras there,

and we're used to these things.

We know that these things can provide security

and we're quite happy that that's what stores do.

In fact, they make us feel more secure.

Now given that stores are videotaping movement of customers in the store,

if they use the data that they

collected from this video to improve product placement or to

improve the geography of the aisles so that traffic flows better,

that's something that we would consider reasonable.

But if I saw a video of me walking down the aisle in my favorite store on the internet,

I would be very unhappy.

So even though there isn't actually a contract between me, as a customer,

and the store that I visit,

we have an expectation,

a shared expectation that they may videotape me but they will not publish this videotape.

If you have a cell phone,

to be able to get service,

the cell phone providing company has to know where you are.

They have to therefore know your location.

And if they know your location 24 by seven,

they know a lot about you.

And so it can result in a huge loss of privacy.

The question is how much of

your movement are they allowed to record and what can they do with it.

And here, we have some amount of ferment in terms of what societal expectations are.

So what we find is that there's often a strong reason to record the data.

But there's also potential for misuse.

And if that's the case then what we may want

is that we want to limit the use and not limit the recording.

So there's a strong reason for a store to have

a video camera and there is a legitimate use for that.

But we don't want them to use that to make

movies that they're going to then show commercially.

The question is where do these limits come from?

And in the case of the store and the video camera,

in the store it's a voluntary limit on use.

There's no contractual requirement.

The store believes and correctly so that in terms of the societal consensus,

if they were to take these videos of the in-store cameras and make them public,

that the customers would be very upset and they don't want to do this.

In the case of cell phones and mobile applications on cell phones in particular,

we are still trying to get to a societal consensus.

But in general, companies know,

businesses know that customers will get very unhappy if data collected for

one purpose get used for

a different purpose that the users didn't expect them to be used for.

These understandings can be put in writing.

They can be made part of written contracts and then they can have legal force.

And whether they're actually written down or not,

these understandings remove barriers to many transactions.

There is a lot of increase these days in terms of police wearing

body cameras and so they're now taking videos more

and more frequently of their interactions with citizens.

And by large, this is a thing that helps make sure

that the interactions are

reasonable and there's a record when questions arise after the fact.

But usually, citizens are interacting with police when they're not at

their best and so this is something that you really don't want posted on the web.

And so again, that's another example of there

being an assurance that is required for some use to be generally allowed.

Moving from that to government surveillance.

If you look at our security agencies,

they really don't know what they will need.

And if they haven't collected the data,

they can usually not go back and look for it.

And so we actually have this whole set-up where they

suck in a great deal of data and plan never to look at it.

When there is a specific need,

they will go and seek authorization,

the equivalent of a warrant,

to actually go look at the data.

And there is this whole argument about separating recording from use.

If indeed people can record information and assure

people that this recorded information will not be looked at by

anybody either legitimate people

because they have the right to look at it or because of security breaches,

then we may actually have some intermediate point

where we distinguish between data collection and data use.

I think that the whole thinking around this area

is still a place where we're having social conversations,

and there isn't a societal consensus yet.

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