Datasets:
cairocode
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MSP_POD_NLP

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... which is the things, your student id, keeping that kind of stuff confidential. the things that would fall-
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3.6
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Female
... under hipaa or pii. as opposed to thinking about autonomy privacy, which-
N
4.4
4.4
4.2
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Female
see, is this narrow one we need to protect the...
X
4.6
3.6
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Female
... years now. they were not required to release these data with every single paper. they have been continually-
A
4.2
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Female
many books have been written, books by solav nissanbaum-
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what does privacy mean in the first place? so we won't try to pin that down too much. similarly-
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3.8
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3.8
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Male
academic freedom is a large and messy concept, but this is a...
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nice one from donald kennedy who was president stanford when i was a graduate student there, which is-
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that it says we need the freedom to do the kind of research that we feel is important for society, but we-
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... that two sides of a coin.
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information privacy and the autonomy privacy.
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keep our infrastructure secure, manage our data in fair ways, and then governance principles and processes.
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now how many things are in the job description of your average data scientist?
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... present either. they're very scattered. the uses of data are highly decentralized and the governance is highly decentralized.
A
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the management and infrastructure, okay...
N
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... years. and to us that's sort of the highest calling is, can you produce data and make them truly interoperable and reusable in ways-
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Male
... that you can get new findings? that should be the long term where we want to go. and-
H
3.8
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one person's reproducibility is somebody else's epistemological disagreement...
N
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the notion of ownership doesn't usually come up until there's a fight...
X
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the university of california and the university of southern california when-
X
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4
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Male
data. who owns this database when a professor moves from one...
N
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Male
... of licenses and agreements, creative comments, all gets ... many cases like this. i'm also giving you some high level ones.
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Male
learning and thinking about data protection and data collection at the same time.
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... cameras in the classroom, collecting data without students knowledge without professor's knowledge, and then counting how many seats-
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... putting sensors on our students and seeing how attentive they are and building models about them. now to the library view of the world, again, is-
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not what's built into the publisher model. okay...
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... sex and it's gotten way worse now because there's so much data out there.
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Male
the state level public records request where umass is. in southern california university...
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by many other universities since saying...
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okay. and here's how we very carefully constrain what is appropriate, what's not as appro...
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... targets for data breaches.
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Male
... worse last year. i gave every student a different major breach-
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Male
baby cams being one of the major vectors for getting into these, they have...
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similarly, one of the things i was asked to talk to the cyber risk governance committee about was how can we get the faculty to stop leaking data?
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one per...seven years.seven years, seven years is the...
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Male
exists, which is news to a lot of people thinking in terms of govern...
N
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i think if we can get people to think about their data as assets that they can mine, that they can explore-
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... like that. and what were the sort of points of entry at each of the campuses?
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now, uc is building that into the purchasing agreement of where the data protection rules are. so you've-
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we're back to the question of signal and noise and what are really data-
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... accessible, interoperable or reusable.
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Male
the fact that the faculty got very strongly engaged about asking these questions-
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... back here has been waiting, i think. okay. and then alyssa.
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what claire called information disorder. and...
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though the work started far before that. with what just happened-
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... epistemic crisis where nobody knows-
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Male
... what truth is. nobody actually knows what fake is and where we're in-
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so the press is one of our main institutions of truth in our civics-
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longer term, more political and institutional causes that we consider like the right wing media system that's been inculcating since at least-
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3
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... essence of it, but we use that data and those quantitative results as a roadmap for really deep qualitative dives.
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Male
tears are pretty mad. but what does that actually mean when you look at the content
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... media, which is still getting a lot of attention.
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it's also true on the left, huffington post for instance, the partisan sites in general become more influential in the social media.
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so they're going to sites that almost are only view ... since our-
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... great. so if technology gods are on my side, i can point with this thing.
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... i'd split. the two sides are not the same. and the right is more insular. it's-
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... to document that and understand what it means and how it's reflected in different behavior-
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both. they also have a preference for news that is confirming of their own worldview, which is self reinforcing-
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so allows infowars to be a part of this system.
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1642
Male
... your education. it's a model that's based upon the structures that are brought together, and yokai will talk more about that, rather than the-
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Male
we believe they occupy different media ecosystems.
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.. readers. and it's about sexual allegations against trump and the clinton.
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what we see here is the coverage of these stories that trump-
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you see a demand for that in facebook. there's an audience that is sharing these stories and happy to-
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... that are the difference. this is how-
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remain in online news. it also ended up on fox new...
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... news ended up on our flagship 6:00 pm-
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... and rich weighed in on it on hannity as well. and so this for us describes the-
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... and links and twitter views and facebook views, but-
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around 15% of the population said that they had hardly any confidence in media, and that was fairly static across-
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2.8
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Male
changes in law and regulation and changes in political culture.
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Male
... in a long term feedback effect to change the fundamental economics-
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3.4
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Unknown
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by programming to the middle and becoming a little better, to saying there's a large minority here that could be gotten by giving them exactly what they want.
A
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Male
we don't want to understate the importance of breitbart and the breitbart...
A
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whether we think it's abhorrent and something we should push for many people here that will be unite the right there are...
A
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i had a quick sneak peak of the book and i would summarize the-
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there is an interaction with the business models and the economic motivations.
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... to be so fascinated. outrage is another-
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it's not the dark web, it's actually spaces that you don't really want to go because people are anonymous and it's pretty nasty. but then-
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play in this space. and i'll leave with this story, which was about six months girls on a panel with somebody from the state department. and we did a project around the french election...
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just wanted to pick up on one thing that martha said about facebook and media models. and i think what we've seen is...
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instead intermediaries involved, and i'm not sure...
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... the legacy of the existing media ecosystem and the norms and the standards that they follow still...
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... this. and the algorithm will only ever serve you one or two stories about trump's tweets because they know that-
A
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one way that i read our results is we're...
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... done all of our modern institutions of truth. we're basically created between 1900 and 1950, and we're highly trusted until...
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Male
what we've seen across all of these technologies where there's am radio or cable tv...
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... the most surprising part of our findings are that on the liberal side, we have a...
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3.166667
3.666667
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Male
... sites and mechanisms have their own very large, very difficult problems we have to solve...
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... hence of seeking toward their own versions of the truth, but what our...
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Male
... political context that's happening on the right, that's just veering way off and...
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... if i can convince them to be responsible, that is hard.
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30% or 25% of our country is just fundamentally doesn't feel invested in this progressive world that we've built, and doesn't believe in any of these institutions of trust.
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is more based on other people's surveys, and on our detailed observation online we...
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... do use the tv archive to do text search and then guided research for purpose of looking at tv across the major chap-...
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panels for the specific case studies.
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so have we made judgements about impact in the world of online and tv...
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we're very aware of and always questing, but it's very hard to...
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vision. but that's a gap that we're aware of and always trying to...
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.. and the long term declining trust in institutions.
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