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关于机器学习:IAE-101基本介绍

IAE 101 – Introduction to Digital Intelligence
Fall, 2021
Programming Project 04 – Creating a Twitterbot
Assigned: Friday, November 19th, 2021
Due: Friday, December 10th, 2021, at 11:59 PM
Description:
Twitter is a social media platform through which users can post short messages that everyone
calls “tweets”, but which the developers of Twitter insist are called “statuses”. Initially, the
length of tweets was restricted to 140 characters, but the limit was recently doubled to 280
characters.
Users can engage with each other and gain access to each other’s status updates by following
each other. When you log into Twitter you are presented with your home timeline, which is a
display of all the tweets sent by you and the other user’s that you follow, typically ordered from
most recent to least recent.
Twitter engagement and interaction takes many forms. Some users post frequently while others
post seldom or never. Some users post the everyday minutiae of their lives. Others engage in
extended political discussions. Politicians, journalists, academics, celebrities, and professionals
of many other types make use of Twitter to pursue their various interests. The medium has
shown remarkable versatility given the strict limits on the length of status updates.
Since early on in its existence, Twitter has also been home to automated participants, Twitterbots
–programs that read and post status updates to Twitter. These algorithmic users vary quite a bit
in their overall sophistication. Dr. Graham discussed several examples during her lecture on
Wednesday (11/18/2020). I follow at least two movie related bots—one that posts the script of
the 1995 movie Hackers one line at a time, and another that posts lines from Kurt Russel’s
character Jack Burton from the movie Big Trouble in Little China. However, their behavior can
be much more interesting and complex than this.
Here are some lists of popular and well-regarded Twitterbots.
• https://blog.mozilla.org/inte… internet-better-place/
• http://nymag.com/intelligence…
• https://discover.bot/bot-talk…
• https://www.poynter.org/tech-…
Twitterbots are a kind of public performance, and they are often an interactive form of public
performance in which the bot engages with the status updates posted by other users in
interesting, or significant, or amusing, or beautiful ways.
For this assignment you will build a Twitterbot using Python and the Tweepy library for
accessing Twitter’s Application Programming Interface. I have simplified the interface to make
it easier for you all to use and to restrict the operations you can take. Your real task is to think
about an interesting way to have your bot perform on Twitter and implement that in
mytwtterbot.py.
Directions:

  1. Create a new account on Twitter.
    -Please set your username, using your student ID number like this: IAE101studentid
    -For example, IAE101105289916
    -This should ensure that each student has a unique account name for their project twitter
    account that fits the 15-character limit twitter imposes on usernames. -Please use your stonybrook.edu email address when you register the account.
    -Share your username with the instructors.
    -I have created a Google sheet for you to enter this information.
    -Also, follow the IAE101_ckane and IAE101_egraham accounts from your new
    project account.
  2. Download the Tweepy library using pip.
    -Mac: python3 -m pip install tweepy –user
    -Windows: py -3 -m pip install tweepy –user
    -Please try to install Tweepy right away so that any problems can be resolved as early as
    possible in this assignment.
  3. Download the files simple_twit.py and mytwitterbot.py from Blackboard.
    -simple_twit.py is the interface I have written to simplify and restrict the way you can use
    the Tweepy library to access Twitter.
    -mytwitterbot.py is the file in which you will implement your Twitterbot. It is already
    prepared for you to start making calls to Twitter’s API.
    -Make sure that simple_twit.py and mytwitterbot.py are always in the same folder on
    your computer.
  4. Download and read very carefully the description of the simple_twit.py documentation.
    This will describe how you can engage with Twitter and other Twitter user’s when building
    your bot.
  5. Add your assigned developer credentials to mytwitterbot.py.
    -There are three sets of credentials assigned by last name.
    -Each set of credentials is composed of a Consumer Key and a Consumer Secret.
    -Assign each one to the respective all-caps variable near the top of mytwitterbot.py. -Do not share these credentials with anyone outside the class, use only your assigned
    credentials, do not use them for anything other than this project. -If we find you are misusing our Twitter developer credentials we will fail you. 6. Spend some time looking through the Tweepy documentation to see how Twitter’s API is
    accessed from Python.
    https://tweepy.readthedocs.io…
    -You may see some additional functionality not available through simple_twit.py that you
    would like to use. Discuss it with me and I may add it.
  6. Spend some time thinking about what you might like to do with your Twitterbot. How
    would you like it to interact with Twitter and its Users? What information from Twitter will
    you need in order to make those interactions work? Sit down and write out a design for your
    Twitterbot.
    -If you have an idea, but are not sure how to make it work, come discuss it with us, and
    we may be able to suggest a way to do it, or offer a similar alternative that can be done
    instead.
  7. Implement your Twitterbot, according to your design, in the mytwitterbot.py file.
  8. Your bot must adhere to Twitter’s policies about acceptable behavior on their platform,
    especially their policies regarding automated behavior.
    https://help.twitter.com/en/r…
    Submission Instructions:
  9. Due Monday, November 29th, 2021 – Twitterbot Design
    -You must turn in a 1-page description of your design for your Twitterbot.
    -Your description must be typewritten and turned in on Blackboard as a PDF.
  10. Due Friday, December 3rd, 2021 – Twitter Access Demonstration: -You must complete the following 4 exercises in you mytwitterbot.py file
  11. Retrieve and print out the 10 most recent tweets from your bot’s home timeline.
  12. Retrieve and print out the 10 most recent tweets from another user’s timeline.
  13. Post a single tweet to your bot’s timeline.
  14. Post a single media tweet to your bot’s timeline.
    -Upload mytwitterbot.py to Blackboard.
  15. Due Friday, December 10th, 2021 – Completed Twitterbot
    -You must turn in an updated description of your Twitterbot design that indicates how
    much of your initial design you were able to implement, and your impression of how well
    it functions on Twitter.
    -You must upload you mytwitterbot.py file containing your completed Twitterbot.
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