Editing Communication and Social Networks (Spring 2020)

From CommunityData

Warning: You are not logged in. Your IP address will be publicly visible if you make any edits. If you log in or create an account, your edits will be attributed to your username, along with other benefits.

The edit can be undone. Please check the comparison below to verify that this is what you want to do, and then publish the changes below to finish undoing the edit.

Latest revision Your text
Line 59: Line 59:


= Assignments =
= Assignments =
''Note'': Edited after the move to online classes to remove second exam and explain final project.


There will be multiple types of assignments, designed to encourage learning in different ways.
There will be multiple types of assignments, designed to encourage learning in different ways.
Line 78: Line 76:
== Exams ==
== Exams ==


There will be one in-class exam, approximately one-third through the semester. It will assess your understanding of core communication and social networks concepts.
There will be two in-class exams, approximately one-third and two-thirds through the semester. They will assess your understanding of core communication and social networks concepts.
 
'''NOTE''': Before the move to online classes, there were two exams. The points from the second exam will not be moved to the final project.


== Final Project ==
== Final Project ==


Students will work on a [[Communication_and_Social_Networks_(Spring_2020)/Final project|Final Project]] that explains how network analysis and a network approach can benefit an organization.
Students will work in groups to design and implement a network-inspired project. Final projects can take a number of forms, including a viral marketing campaign, a small-world experiment, or an analysis of a network. We will discuss more about the project after the second exam.
 
I made a [https://www.youtube.com/watch?v=S3eX8Jn2dJI video explaining the project].


= Grades =
= Grades =
Line 94: Line 88:
We will use the following rubric in our assessment:
We will use the following rubric in our assessment:


* 20%: class participation, including attendance and participation in discussions and group work
* 15%: class participation, including attendance and participation in discussions and group work
* 20%: Labs and homework assignments
* 15%: Labs and homework assignments
* 30%: Exam
* 40%: Exams (2)
* 30%: Final Project
* 30%: Final Project


The exam will be graded like a normal exam and the score will make up 30% of your grade. For the rest of the assignments (and the other 70% of your grade), I will provide feedback which will inform an ongoing conversation about your work.
The exams will be graded like a normal exam and those scores will make up 40% of your grade. For the rest of the assignments (and the other 60% of your grade), I will provide feedback which will inform an ongoing conversation about your work.


My interpretation of grade levels (A, B, C, D/F) is the following:
My interpretation of grade levels (A, B, C, D/F) is the following:
Line 144: Line 138:
== Week 1: Introductions and the network perspective ==
== Week 1: Introductions and the network perspective ==


[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/intro_week1/ Slides]
January 14
 
January 14  


'''Assignment Due:'''  
'''Assignment Due:'''  
Line 173: Line 165:


== Week 2: Small worlds and scale-free networks  ==
== Week 2: Small worlds and scale-free networks  ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/small_worlds_week2/ Slides]


January 21  
January 21  
Line 205: Line 195:


== Week 3: Social network data and analysis ==
== Week 3: Social network data and analysis ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/network_types_week3/ Slides]


January 28
January 28
Line 234: Line 222:


== Week 4: Continuing introduction to R ==
== Week 4: Continuing introduction to R ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/learning_r_week_4/ Slides]


February 4
February 4
Line 272: Line 258:


== Week 5: Density, centrality, and power ==
== Week 5: Density, centrality, and power ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/centrality_week_5/ Slides]


February 11
February 11
Line 301: Line 285:


== Week 6: Ego networks and mid-term ==
== Week 6: Ego networks and mid-term ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/ego_nets_week_6/ Slides]


February 18
February 18
Line 322: Line 304:


== Week 7: Social Capital, structural holes, and weak ties ==
== Week 7: Social Capital, structural holes, and weak ties ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/social_capital_week7/ Slides]


February 25
February 25
Line 350: Line 330:


== Week 8: More advanced network visualizations  ==
== Week 8: More advanced network visualizations  ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/network_visualization_week8/ Slides]


March 3  
March 3  
Line 386: Line 364:


== Week 9: Tie formation and decay ==
== Week 9: Tie formation and decay ==
[https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/tie_formation_week_9/ Slides]


March 10
March 10
Line 421: Line 397:


Have a great Spring Break!
Have a great Spring Break!


= Online Schedule =
= Online Schedule =
Line 427: Line 404:


The tentative plan is to have two things due every week: an assignment plus a video response on our [https://flipgrid.com/com411 Flipgrid page]. These will both be due by Friday (although I encourage you to stay engaged on FlipGrid and post videos as you work on things).
The tentative plan is to have two things due every week: an assignment plus a video response on our [https://flipgrid.com/com411 Flipgrid page]. These will both be due by Friday (although I encourage you to stay engaged on FlipGrid and post videos as you work on things).
=== Slack ===
We're also going to be using Slack to communicate - please [https://join.slack.com/t/com114-2020/shared_invite/zt-d8tya9ma-7LQ7vJ8Safk3GH9XJscATQ Join our Slack channel] and ask your questions there.
=== Office Hours ===
I will hold virtual office hours Tuesdays and Thursdays from 1-2 pm at [https://meet.jit.si/JeremyOffice https://meet.jit.si/JeremyOffice]


== Week 10: Social influence and diffusion ==
== Week 10: Social influence and diffusion ==


March 27
March 27
'''Weekly lecture:'''
* [https://jeremydfoote.com/teaching/2020-spring/comm_and_soc_networks/diffusion_week_10/ Slides]
* [https://youtu.be/5EOHaU_R94o Weekly lecture] on social influence and network diffusion
* [https://youtu.be/sdI-b5mfjH4 Interview with Josh Becker] (skim his article below first).


'''Assignment Due:'''  
'''Assignment Due:'''  
Line 450: Line 413:
Challenge]]
Challenge]]
* Do [http://ncase.me/crowds/ The Wisdom or Madness of Crowds Simulation] and discuss on Flipgrid.
* Do [http://ncase.me/crowds/ The Wisdom or Madness of Crowds Simulation] and discuss on Flipgrid.
* Watch [https://youtu.be/sdI-b5mfjH4 my interview with Josh Becker] (after reading his article below.


'''Readings:'''  
'''Readings:'''  
Line 461: Line 425:
* [https://youtu.be/D9XF0QOzWM0 Duncan Watts on Common Sense]
* [https://youtu.be/D9XF0QOzWM0 Duncan Watts on Common Sense]
* [https://github.com/jdfoote/Communication-and-Social-Networks/raw/master/activities/school_data_example.Rmd Example with code for the Dutch School assignment]
* [https://github.com/jdfoote/Communication-and-Social-Networks/raw/master/activities/school_data_example.Rmd Example with code for the Dutch School assignment]
* [https://www.youtube.com/watch?v=prCmVEUTxQE Video explaining my example]


== Week 11: Cliques, clans, and groups in networks ==
== Week 11: Cliques, clans, and groups in networks ==
Line 467: Line 430:
April 3
April 3


'''Weekly lecture:'''
'''Assignment Due:'''
* [https://youtu.be/6cIe5qSRoSE Groups and communities]; Also goes over the assignment (no slides)


'''Assignment Due:'''
* Finding and visualizing groups in R
* [https://github.com/jdfoote/Communication-and-Social-Networks/raw/master/activities/groups_in_networks.Rmd Finding and visualizing groups in networks] (Right-click, save, and open in RStudio). I go over the document in the YouTube video.
* Flipgrid response


'''Readings:'''
'''Readings:'''
Line 480: Line 440:




== Week 12: Networks in organizations ==
 
== Week 12: Mid-term exam 2 and networks in organizations ==


April 10
April 10
'''Weekly Lecture:'''
* [https://youtu.be/mOtVC0N-ItA Networks in Organizations lecture]
* [https://youtu.be/MzA12DkQGBw Answering questions about R]


'''Assignment Due:'''
'''Assignment Due:'''
* Turn in your [[Self Assessment Reflection]] on Brightspace
* Turn in your [[Self Assessment Reflection]] on Brightspace
* One paragraph summary of Krackhardt reading + 1 question about the reading
* Complete the exam on Brightspace
* Keep working on [https://github.com/jdfoote/Communication-and-Social-Networks/raw/master/activities/groups_in_networks.Rmd Groups in networks]; enhance your visualization of the Dutch school data by including community detection of some kind.


'''Readings:'''
'''Readings:'''
* Krackhardt, D., & Hanson, J. R. (1993). [https://hbr.org/1993/07/informal-networks-the-company-behind-the-chart Informal networks: The company behind the chart]. Harvard business review, 71(4), 104-111.
* Krackhardt, D., & Hanson, J. R. (1993). [https://hbr.org/1993/07/informal-networks-the-company-behind-the-chart Informal networks: The company behind the chart]. Harvard business review, 71(4), 104-111.
* (SKIM) Katz, N., Lazer, D., Arrow, H., & Contractor, N. (2004). [http://journals.sagepub.com/doi/10.1177/1046496404264941 Network theory and small groups]. Small Group Research, 35(3), 307–332.
* Katz, N., Lazer, D., Arrow, H., & Contractor, N. (2004). [http://journals.sagepub.com/doi/10.1177/1046496404264941 Network theory and small groups]. Small Group Research, 35(3), 307–332.
 


== Week 13: The dark side of networks ==
== Week 13: The dark side of networks ==


April 17
April 17
[https://jeremydfoote.com/teaching/2020/comm_and_soc_networks/dark_side_week_13/#/ Slides]


'''Assignment Due:'''
'''Assignment Due:'''


* One paragraph summary of each reading + 1 question about each reading
* Reflection essay
* Talk about readings/concepts on FlipGrid
* Watch [https://youtu.be/sNR39Z9Tm3M this week's lecture]
* Keep working on the [[Communication_and_Social_Networks_(Spring_2020)/Final_project | final project]]


'''Readings:'''
'''Readings:'''
Line 514: Line 466:
* Kleinberg, J. (2007). The wireless epidemic. Nature, 449(7160), 287–288. https://doi.org/10.1038/449287a
* Kleinberg, J. (2007). The wireless epidemic. Nature, 449(7160), 287–288. https://doi.org/10.1038/449287a


== Week 14: Networks and technology ==
'''Class Schedule:'''
 
 
== Week 14: Networks and the economy ==


April 24
April 24


[https://jeremydfoote.com/teaching/2020/comm_and_soc_networks/tech_and_networks_week_14 Slides]
'''Assignment Due:'''


'''Assignment Due:'''
* Watch [https://youtu.be/_cqjrGErPjA this week's lecture]
* Turn in reading summary on Brightspace


'''Readings:'''  
'''Readings:'''  
* Kleinberg, J. (2012). [https://doi.org/10.1007/978-3-642-29952-0_8 The Convergence of Social and Technological Networks]. In M. Agrawal, S. B. Cooper, & A. Li (Eds.), Theory and Applications of Models of Computation.
* Benkler, Y. (2002). [https://doi.org/10.2307/1562247 Coase’s Penguin, or, Linux and "The Nature of the Firm."] The Yale Law Journal, 112(3), 369.
* Kleinberg, J. (2012). [https://doi.org/10.1007/978-3-642-29952-0_8 The Convergence of Social and Technological Networks]. In M. Agrawal, S. B. Cooper, & A. Li (Eds.), Theory and Applications of Models of Computation (pp. 29–29).
 
'''Class Schedule:'''


== Week 15: Networks and collaboration ==
== Week 15:Networks and collaboration ==


May 1
May 1


'''Assignment Due:'''  
'''Assignment Due:'''  
* Watch [https://youtu.be/xKzOrIHpnmI this week's lecture] ([https://jeremydfoote.com/teaching/2020/comm_and_soc_networks/networks_and_collaboration_week_15/ Slides])
* Final self-assessment reflection is due.
* Turn in reading summary on Brightspace
 


'''Readings:'''  
'''Readings:'''  
* Read the [https://en.wikipedia.org/wiki/The_Wealth_of_Networks Wikipedia Article about The Wealth of Networks]
TBA
* Skim section two of Benkler, Y. (2002). [https://doi.org/10.2307/1562247 Coase’s Penguin, or, Linux and "The Nature of the Firm."] The Yale Law Journal, 112(3), 369.


== Week 16: Finals week  ==


== Week 16: Finals week (May 7) ==


'''Assignment Due:'''
'''Assignment Due:'''
* [[Communication and Social Networks (Spring 2020)/Final project|Final Project]] - Due Wednesday, May 6
* [[[[Communication and Social Networks (Spring 2020)/Final project|Final Project]]
* Turn in your [[Final self reflection]] on Brightspace - Due Friday, May 8
* Turn in your final [[Self Assessment Reflection]] on Brightspace


= Administrative Notes =
= Administrative Notes =
Line 589: Line 543:
== Acknowledgements ==
== Acknowledgements ==


I reached out to a number of network scholars for guidance with this syllabus. This version is based most strongly on the course taught by [https://www.cla.purdue.edu/directory/profiles/seungyoon-lee.html Seungyoon Lee], but I also received syllabi, materials, or ideas from [https://commstudies.utexas.edu/faculty/joshua-b-barbour Josh Barbour], [http://brooke-welles.squarespace.com/ Brooke Foucault-Welles], [http://www.katypearce.net/ Katy Pearce], and [https://dimenet.asc.upenn.edu/people/sgonzalezbailon/ Sandra González-Bailón].
I reached out to a number of network scholars for guidance with this syllabus. This version is based most strongly on the course taught by [https://www.cla.purdue.edu/directory/profiles/seungyoon-lee.html Seungyoon Lee], but I also received syllabi, materials, or ideas from [http://brooke-welles.squarespace.com/ Brooke Foucault-Welles], [http://www.katypearce.net/ Katy Pearce], and [https://dimenet.asc.upenn.edu/people/sgonzalezbailon/ Sandra González-Bailón].


I also drew from online resources, including James Cook's wonderful (and freely available) [http://www.umasocialmedia.com/socialnetworks/ social networks course] and Matt Salganik's [http://www.princeton.edu/~mjs3/soc204_s2017/ course materials].
I also drew from online resources, including James Cook's wonderful (and freely available) [http://www.umasocialmedia.com/socialnetworks/ social networks course] and Matt Salganik's [http://www.princeton.edu/~mjs3/soc204_s2017/ course materials].
Please note that all contributions to CommunityData are considered to be released under the Attribution-Share Alike 3.0 Unported (see CommunityData:Copyrights for details). If you do not want your writing to be edited mercilessly and redistributed at will, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource. Do not submit copyrighted work without permission!

To protect the wiki against automated edit spam, we kindly ask you to solve the following CAPTCHA:

Cancel Editing help (opens in new window)

Template used on this page: