Insight 2.0: Beyond the Repository

Talk at the Next Generation of Mining Software Repositories (a pre-FSE 2014 Event). http://ng2014.msrworld.org/

Transcript

1. © Microsoft Corporation
   

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2. © Microsoft Corporation
   Episode 1.08: I, Robot, You, Jane. Willow unwittingly unleashes
   a powerful demon that takes refuge on the Internet. (04/28/97)
   

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3. © Microsoft Corporation
   Episode 1.08: I, Robot, You, Jane. Willow unwittingly unleashes
   a powerful demon that takes refuge on the Internet. (04/28/97)
   

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4. © Microsoft Corporation
   

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5. © Microsoft Corporation
   Ms. Calendar: (exasperated) You're a snob!
   Giles: (incredulous) I am no such thing.
   Ms. Calendar: Oh, you are a *big* snob. You, you think that
   knowledge should be kept in these carefully guarded repositories
   where only a handful of white guys can get at it.
   Giles: Nonsense! I simply don't adhere to a, a knee-jerk
   assumption that because something is new, it's better.
   Ms. Calendar: This isn't a fad, Rupert! We are creating a new
   society here.
   Giles: A society in which human interaction is all but obsolete?
   In which people can be completely manipulated by technology,
   well, well... Thank you, I'll pass.
   Ms. Calendar: Well, ahem, I think you'll be very happy here with
   your musty, old books. (opens Moloch's book)
   http://www.buffyworld.com/buffy/transcripts/008_tran.html
   

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6. © Microsoft Corporation
   Repositories
   Insight
   Information
   Knowledge
   The Found Footage Model
   Important because we learn about data and methods.
   

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7. © Microsoft Corporation
   Repositories
   Insight
   Information
   Knowledge
   Empower engineers
   to analyze and
   operationalize data.
   Give back! Make engineers first class citizens
   The People First Model
   

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8. © Microsoft Corporation
   Microsoft’s Top 10 Questions Essential
   Essential +
   Worthwhile
   How do users typically use my application? 80.0% 99.2%
   What parts of a software product are most used and/or loved by
   customers?
   72.0% 98.5%
   How effective are the quality gates we run at checkin? 62.4% 96.6%
   How can we improve collaboration and sharing between teams? 54.5% 96.4%
   What are the best key performance indicators (KPIs) for
   monitoring services?
   53.2% 93.6%
   What is the impact of a code change or requirements change to
   the project and its tests?
   52.1% 94.0%
   What is the impact of tools on productivity? 50.5% 97.2%
   How do I avoid reinventing the wheel by sharing and/or searching
   for code?
   50.0% 90.9%
   What are the common patterns of execution in my application? 48.7% 96.6%
   How well does test coverage correspond to actual code usage by
   our customers?
   48.7% 92.0%
   More at http://aka.ms/145Questions
   

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9. © Microsoft Corporation
   Mining games telemetry
   More at http://aka.ms/esegames
   

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10. © Microsoft Corporation
    Repositories
    Insight
    Information
    Knowledge
    Empower engineers
    to analyze and
    operationalize data.
    Give back! Make engineers a first class citizens
    The People First Model
    What data should
    be collected?
    To maximize insight
    To minimize deception
    How can we better
    understand the user?
    And many more!
    

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