Communication and Social Networks (Fall 2023): Difference between revisions

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(Created page with "= Course Information = :'''COM 411: Communication and Social Networks''' :'''Location:''' BRNG B274 :'''Class Hours:''' Tuesdays and Thursdays; 10:30–11:45 AM == Instructor == :'''Instructor:''' [https://jeremydfoote.com Jeremy Foote] :'''Email:''' jdfoote@purdue.edu :'''Office Hours:''' BRNG 2156; Tuesdays; 2:00–4:00pm and by appointment <div style="float:right;">__TOC__</div> = Course Overview and Learning Objectives = Communicatio...")
 
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{{Old Class}}
= Course Information =
= Course Information =
:'''COM 411: Communication and Social Networks'''
:'''COM 411: Communication and Social Networks'''
:'''Location:''' BRNG B274
:'''Location:''' BRNG 2273
:'''Class Hours:''' Tuesdays and Thursdays; 10:30&ndash;11:45 AM
:'''Class Hours:''' Tuesdays and Thursdays; 10:30&ndash;11:45 AM


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== Computing Resources ==
== Computing Resources ==


One of the goals of this class is a basic skills in analyzing and visualizing network data in R. This semester, we are going to try using the [https://www.rcac.purdue.edu/compute/scholar Scholar] computing cluster run by Purdue Research Computing. You should be able to access this from basically any computer (including a lab computer) using a web browser, but you will need access to some kind of computer.
One of the goals of this class is a basic skills in analyzing and visualizing network data in R. This semester, we are going to try using VSCode, an IDE which can write R code, and which includes a plugin to do AI-assisted coding. We will be meeting in a computer lab, and I believe that we will be able to install everything you need on Purdue computers. If you would like, you may also want to install R and VSCode on your personal computer so that you can use it in the future when you no longer have access to Purdue resources. [[/R Lab 1|Our first R Lab]] walks you through how to do that.
 
R is a [https://en.wikipedia.org/wiki/Free_and_open-source_software free, open source program]. If you would like, you may also want to install R on your personal computer so that you can use it in the future when you no longer have access to Purdue resources. [https://techvidvan.com/tutorials/install-r/ This tutorial] walks through how to do that.


== Readings ==
== Readings ==
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The Tuesday meeting will be a collaborative, discussion-centric session. Typically, about two-thirds of each session will be devoted to a discussion of the readings and videos from that week. The remaining third will be used to review the assignments.
The Tuesday meeting will be a collaborative, discussion-centric session. Typically, about two-thirds of each session will be devoted to a discussion of the readings and videos from that week. The remaining third will be used to review the assignments.
This means that '''I expect you to come to Tuesday lectures having read the readings and watched the lecture videos'''. There are links to the readings and videos each week. You can also find lecture videos on Brightspace or [https://www.youtube.com/watch?v=dYnzZUP40CQ&list=PLP6zcrJrVWgdQtxeToSPapfFOxC6qtGi0 on this YouTube playlist].


The Thursday meetings will be more like a lab. Some of these sessions will include synchronous activities; often they will be a time for me to introduce and help with R assignments. Sometimes they will be more of a co-working time, where you can work on assignments and I can be available to answer questions.
The Thursday meetings will be more like a lab. Some of these sessions will include synchronous activities; often they will be a time for me to introduce and help with R assignments. Sometimes they will be more of a co-working time, where you can work on assignments and I can be available to answer questions.
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Your first place to look for help should be each other. By asking and answering questions on Discord, you will not only help to build a repository of shared information, but to reinforce our learning community.
Your first place to look for help should be each other. By asking and answering questions on Discord, you will not only help to build a repository of shared information, but to reinforce our learning community.


I will also hold office hours after our class on Thursdays, from 2-4 ([[User:Jdfoote/OH|sign up here]]). If you come with a programming question, I will expect that you have already tried to solve it yourself in multiple ways and that you have discussed it with a classmate. This policy lets me have time to help more students, but it's also a useful strategy. Often [https://en.wikipedia.org/wiki/Rubber_duck_debugging just trying to explain your code] can help you to recognize where you've gone wrong.
I will also hold office hours on Tuesdays, from 2-4. If you come with a programming question, I will expect that you have already tried to solve it yourself in multiple ways and that you have discussed it with a classmate. This policy lets me have time to help more students, but it's also a useful strategy. Often [https://en.wikipedia.org/wiki/Rubber_duck_debugging just trying to explain your code] can help you to recognize where you've gone wrong.


I will also check Discord at least once a day. I encourage you to post questions there, and to use it as a space where we can help and instruct each other. In general, you should contact me there. I am also available by email. You can reach me at [mailto:jdfoote@purdue.edu jdfoote@purdue.edu]. I try hard to maintain a boundary between work and home and I typically respond only on weekdays during business hours.
I will also check Discord at least once a day. I encourage you to post questions there, and to use it as a space where we can help and instruct each other. In general, you should contact me there. I am also available by email. You can reach me at [mailto:jdfoote@purdue.edu jdfoote@purdue.edu]. I try hard to maintain a boundary between work and home and I typically respond only on weekdays during business hours.
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To make sure that everyone has an opportunity to participate and to encourage you to do the assignments, I will randomly select students to discuss readings or to explain portions of homework assignments and labs.
To make sure that everyone has an opportunity to participate and to encourage you to do the assignments, I will randomly select students to discuss readings or to explain portions of homework assignments and labs.


== Discussion Questions ==
== Reading Review Assignments ==
 
In a flipped class like this, it's really important that folks come prepared to discuss, work through misunderstandings, etc. In order to provide some accountability and space for reflection, each week you will have a review/reflection assignment about the readings and video.
 
I'm calling this a "3-2-1 Assignment". I'd like you to:
 
* Write down three concepts that you learned or connections that you made from this week's reading and lecture.
* Write down two questions you have or things that you don't quite understand.
* Share one question that you think would make for a good discussion question.
 
You should submit your assignment on Brightspace.


In order to make sure that we are prepared to have a productive discussion, you are required to submit one or two discussion questions that you think would be interesting to discuss on Monday by noon. Post your questions on the shared Google Doc at https://docs.google.com/document/d/1AK4MhWLVwDuxqvTwLomN7hu4aLpo59n5qXgEap8SBNc/edit?usp=sharing; try to group similar questions together.
Take the discussion question (which can be based on the concepts you learned, or the things you don't understand), and submit it (and up to one other question) that you think would be interesting to discuss on Monday by noon. <b>Post your questions on the shared Google Doc at https://docs.google.com/document/d/1AK4MhWLVwDuxqvTwLomN7hu4aLpo59n5qXgEap8SBNc/edit?usp=sharing</b>; try to group similar questions together.


Questions should engage with the readings and either connect to other concepts or to the "real world". Here are some good example questions:
Questions should engage with the readings and either connect to other concepts or to the "real world". Here are some good example questions:
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* I was confused by the reading on social capital. What's the difference between social capital and power? And if they are the same, then why not just call it "network power"?
* I was confused by the reading on social capital. What's the difference between social capital and power? And if they are the same, then why not just call it "network power"?
* Imagine you were asked to analyze the network of a big company to help them to identify people who deserve a raise. What measures would you use to identify them? What would you not use?
* Imagine you were asked to analyze the network of a big company to help them to identify people who deserve a raise. What measures would you use to identify them? What would you not use?
Some weeks will also include more practical homework (mostly data manipulation and visualization in R). On those weeks, portions of our discussions will center around going over homework questions and identifying places where folks are still confused.


== Homework/Labs ==
== Homework/Labs ==


There will be a number of homework assignments. At the beginning of the class, these will be designed to help you to grasp foundational network concepts. As the class progresses, more and more of them will be analyzing and visualizing networks in R.
There will be a number of homework assignments. At the beginning of the class, these will be designed to help you to grasp foundational network concepts. As the class progresses, more and more of them will be analyzing and visualizing networks in R.
<span style='color:red'>
You can download all of the R labs [https://jeremydfoote.com/Communication-and-Social-Networks/r_lab_assignments/r_labs.zip at this link].
</span>


== Exams ==
== Exams ==
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== Week 1: Introductions and the network perspective ==
== Week 1: Introductions and the network perspective ==


August 23
August 22


'''Assignment Due:'''  
'''Assignment Due:'''  
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August 25
August 24


'''Assignment Due:'''  
'''Assignment Due:'''  
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== Week 2: Network representations  ==
== Week 2: Network representations  ==


August 30
August 29


'''Assignment Due (on Monday):'''  
'''Assignment Due (on Monday):'''  
* Make sure that you are able to log into the Scholar instance. Follow the steps in [[/Scholar Setup|this tutorial]]
* [[/Homework 1|Homework 1]]
* [[/Homework 1|Homework 1]]
* [[#Discussion Questions|Discussion questions]] (Due Monday at noon!)
* [[#Reading_Review_Assignments|Reading Review]] (Due Monday at noon!)


'''Lecture Video (before class):'''
'''Lecture Video (before class):'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350274/View Network Data and Network Types Lecture] [19:18]
* [https://www.youtube.com/watch?v=dYnzZUP40CQ Network Data and Network Types Lecture] [19:18] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_2/lecture/network_types.html Slides]]


'''Readings (before class):'''  
'''Readings (before class):'''  
* James M. Cook, [http://www.umasocialmedia.com/socialnetworks/wp-content/uploads/2016/08/WhatIsASocialNetwork.pdf What is a Social Network?]
* James M. Cook, [https://web.archive.org/web/20210617083354/http://www.umasocialmedia.com/socialnetworks/wp-content/uploads/2016/08/WhatIsASocialNetwork.pdf What is a Social Network?]
* James M. Cook, [http://www.umasocialmedia.com/socialnetworks/wp-content/uploads/2016/09/IndividualsVersusNetworks.pdf Individuals versus Networks]
* James M. Cook, [https://web.archive.org/web/20210617083354/http://www.umasocialmedia.com/socialnetworks/wp-content/uploads/2016/09/IndividualsVersusNetworks.pdf Individuals versus Networks]
* (Optional/skim) Freeman, L. C. (2000). [https://www.cmu.edu/joss/content/articles/volume1/Freeman.html Visualizing social networks]. Journal of social structure, 1(1), 4.
* (Optional/skim) Freeman, L. C. (2000). [https://www.cmu.edu/joss/content/articles/volume1/Freeman.html Visualizing social networks]. Journal of social structure, 1(1), 4.


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September 1
August 31


'''Class Schedule:'''
'''Class Schedule:'''
* Go through [https://ncase.me/polygons/ Parable of the Polygons] by Nicky Case
* Go through [https://ncase.me/polygons/ Parable of the Polygons] by Nicky Case
* Start work on [[/R Lab 1|R Lab 1]]
* Start work on [[/R Lab 1|R Lab 1]]
** [https://youtu.be/7QKuOHoMoZA R Lab 1 Walkthrough]


== Week 3: How are communication networks formed? ==
== Week 3: How are communication networks formed? ==




September 6
September 5


'''Assignment Due (on Monday):'''
'''Assignment Due (on Monday):'''
* [[/R Lab 1|R Lab 1]]
* [[/R Lab 1|R Lab 1]]
* [[#Discussion_Questions|Discussion Questions]]
* [[#Reading_Review_Assignments|Reading Review]]


'''Lecture Video:'''
'''Lecture Video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350275/View Tie Formation] [12:43] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_3/lecture/tie_formation.html Slides]]
* [https://youtu.be/bwgd7gIAvb4 Tie Formation] [14:55] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_3/lecture/tie_formation.html Slides]]


'''Readings:'''  
'''Readings:'''  
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September 8
September 7




'''Supplementary R lectures (watch before class):'''
'''Supplementary R lectures (watch before class):'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350277/View Why R + Programming principles lecture] [12:53]
* [https://youtu.be/6ThBHfg3Dh0 Why R + Programming principles lecture] [12:53]




'''Class Schedule:'''
'''Class Schedule:'''
* R Lab 2 - Creating Networks
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_2_creating_networks.qmd R Lab 2 - Creating Networks]


== Week 4: Small group networks ==
== Week 4: Small group networks ==


September 13
September 12


'''Assignment Due:'''
'''Assignment Due:'''
* [[#Discussion Questions|Discussion questions]]
* [[#Reading_Review_Assignments|Reading Review]]
* R Lab 2 - Creating Networks
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_2_creating_networks.qmd R Lab 2 - Creating Networks]
** [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350308/View Homework explanation video]
** [https://youtu.be/-JjuL1UwRR0 Homework explanation video]


'''Lecture video:'''
'''Lecture video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350280/View Networks in small groups] [14:43] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_4/lecture/small_groups.html Slides]]
* [https://www.youtube.com/watch?v=uraDLo3caXc Networks in small groups] [14:43] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_4/lecture/small_groups.html Slides]]




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* Networks and group outcomes
* Networks and group outcomes


September 15
September 14


* Work on R Labs 1/2 and intro to 3 - Mutating and filtering
* Work on R Labs 1/2 and intro to [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_3_mutating_and_filtering.qmd 3 - Mutating and filtering]
** [https://youtu.be/rfViaH3gSz8 Lab 3 Explanation video]


== Week 5: Ego networks and network perception ==
== Week 5: Ego networks and network perception ==


September 20
September 19


'''Assignment Due:'''  
'''Assignment Due:'''  
* [[#Discussion Questions|Discussion questions]]
* [[#Reading_Review_Assignments|Reading Review]]
* Turn in your [[Self Assessment Reflection]] on Brightspace
* Turn in your [[Self Assessment Reflection]] on Brightspace




'''Lecture:'''
'''Lecture:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350276/View Ego networks and network perceptions lecture] [17:14] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_5/lecture/ego_nets.html Slides]]
* [https://www.youtube.com/watch?v=c80su-DECKA Ego networks and network perceptions lecture] [17:14] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_5/lecture/ego_nets.html Slides]]


'''Readings:'''
'''Readings:'''
* Hanneman, R. A., & Riddle, M. (2005). Introduction to social network methods. University of California. ([https://faculty.ucr.edu/~hanneman/nettext/C9_Ego_networks.html Chapter 9]) - Just read the first 2 sections - Introduction and Ego Network Data
* Hanneman, R. A., & Riddle, M. (2005). Introduction to social network methods. University of California. ([https://faculty.ucr.edu/~hanneman/nettext/C9_Ego_networks.html Chapter 9]) - Just read the first 2 sections - Introduction and Ego Network Data
* Marsden, P. V. (1987). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2095397 Core Discussion Networks of Americans]. American Sociological Review, 52(1), 122–131.
* Marsden, P. V. (1987). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2095397 Core Discussion Networks of Americans]. American Sociological Review, 52(1), 122–131.  
** [[/marsden_core_summary|Claude.ai summary]]
* Pentland, A.S. (2016). [https://hbr.org/2016/05/research-you-have-fewer-friends-than-you-think Research: You Have Fewer Friends than You Think]. (2016, May 12). Harvard Business Review.  
* Pentland, A.S. (2016). [https://hbr.org/2016/05/research-you-have-fewer-friends-than-you-think Research: You Have Fewer Friends than You Think]. (2016, May 12). Harvard Business Review.  
* Smith, E. B., Menon, T., & Thompson, L. (2012). [https://pubsonline-informs-org.ezproxy.lib.purdue.edu/doi/full/10.1287/orsc.1100.0643 Status Differences in the Cognitive Activation of Social Networks]. Organization Science, 23(1), 67–82.
* Smith, E. B., Menon, T., & Thompson, L. (2012). [https://pubsonline-informs-org.ezproxy.lib.purdue.edu/doi/full/10.1287/orsc.1100.0643 Status Differences in the Cognitive Activation of Social Networks]. Organization Science, 23(1), 67–82.  
** [[/smith_status_summary|Claude.ai summary]]




September 22
September 21


'''Class Schedule:'''
'''Class Schedule:'''
* Ego Network Activity
* [https://github.com/jdfoote/Communication-and-Social-Networks/raw/master/activities/ego_networks/ego_analysis.qmd Ego Network Activity]
* R Lab 3 and intro to R Lab 4 - Intro to ggraph
* Finish [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_3_mutating_and_filtering.qmd R Lab 3 - Mutating and filtering] and start on [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_4_intro_to_ggraph.qmd R Lab 4 - Intro to ggraph]


== Week 6: Power, centrality, and hierarchy ==
== Week 6: Power, centrality, and hierarchy ==


September 27
September 26


'''Assignment Due:'''  
'''Assignment Due:'''  
* R Lab 3 - Mutating and Filtering
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_3_mutating_and_filtering.qmd R Lab 3 - Mutating and filtering]
* [[#Discussion Questions|Discussion questions]]
* [[#Reading_Review_Assignments|Reading Review]]


'''Video lecture:'''
'''Video lecture:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350281/View Power, centrality, and hierarchy] [18:44] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_6/lecture/centrality.html Slides]]
* [https://www.youtube.com/watch?v=gaMusAjk0_s Power, centrality, and hierarchy] [18:44] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_6/lecture/centrality.html Slides]]


'''Readings:'''  
'''Readings:'''  
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September 29
September 28


'''Class Schedule:'''
'''Class Schedule:'''
* R Lab 4 - Intro to ggraph
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_4_intro_to_ggraph.qmd R Lab 4 - Intro to ggraph]
 
** [https://youtu.be/GnTSThGhCw0 Lab 4 Explanation Video]


== Week 7: Social Capital, structural holes, and weak ties ==
== Week 7: Social Capital, structural holes, and weak ties ==




October 4
October 3


'''Assignment Due:'''  
'''Assignment Due:'''  
* R Lab 4 - Intro to ggraph
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_4_intro_to_ggraph.qmd R Lab 4 - Intro to ggraph]
* [[#Discussion Questions|Discussion questions]]
* [[#Reading_Review_Assignments|Reading Review]]


'''Lecture Video:'''
'''Lecture Video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350278/View Capital and Social Capital] [16:02] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_7/lecture/social_capital.html Slides]]
* [https://youtu.be/22C-3QdzUbA Capital and Social Capital] [16:02] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_7/lecture/social_capital.html Slides]]


'''Readings:'''  
'''Readings:'''  
* Granovetter, M. S. (1973). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2776392?sid=primo&seq=1#metadata_info_tab_contents The Strength of Weak Ties]. American Journal of Sociology, 78(6), 1360–1380. https://doi.org/10.1086/225469
* Granovetter, M. S. (1973). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2776392?sid=primo&seq=1#metadata_info_tab_contents The Strength of Weak Ties]. American Journal of Sociology, 78(6), 1360–1380. https://doi.org/10.1086/225469
** [[/granovetter_summary | Claude.ai summary]]
* Kadushin, C. (2012).  [https://ebookcentral.proquest.com/lib/purdue/reader.action?docID=829477&ppg=175 Networks as Social Capital], in Kadushin, C. (2012). Understanding Social Networks. Theories, Concepts and Findings. Oxford: Oxford University Press.
* Kadushin, C. (2012).  [https://ebookcentral.proquest.com/lib/purdue/reader.action?docID=829477&ppg=175 Networks as Social Capital], in Kadushin, C. (2012). Understanding Social Networks. Theories, Concepts and Findings. Oxford: Oxford University Press.
** [[/kadushin_summary|Claude.ai summary]]
* Putnam, R.D. (1995). [https://muse.jhu.edu/article/16643 Bowling Alone: America's Declining Social Capital]. Journal of Democracy 6(1), 65-78.
* Putnam, R.D. (1995). [https://muse.jhu.edu/article/16643 Bowling Alone: America's Declining Social Capital]. Journal of Democracy 6(1), 65-78.
** [[/Putnam_summary| Claude.ai summary]]


* (Optional) Bourdieu, P. (1986). [https://www.marxists.org/reference/subject/philosophy/works/fr/bourdieu-forms-capital.htm The forms of capital]. In J. Richardson (Ed.) Handbook of Theory and Research for the Sociology of Education (New York, Greenwood), 241-258.
* (Optional) Bourdieu, P. (1986). [https://www.marxists.org/reference/subject/philosophy/works/fr/bourdieu-forms-capital.htm The forms of capital]. In J. Richardson (Ed.) Handbook of Theory and Research for the Sociology of Education (New York, Greenwood), 241-258.
** [[/Bourdieu_summary| Claude.ai summary]]
* (Optional) Rainie, L. and Perrin, A. (2019). [https://www.pewresearch.org/fact-tank/2019/07/22/key-findings-about-americans-declining-trust-in-government-and-each-other/ Key findings about Americans’ declining trust in government and each other]. Pew Research Center.
* (Optional) Rainie, L. and Perrin, A. (2019). [https://www.pewresearch.org/fact-tank/2019/07/22/key-findings-about-americans-declining-trust-in-government-and-each-other/ Key findings about Americans’ declining trust in government and each other]. Pew Research Center.
* (Optional) Burt, R. S. (2000). [https://www.sciencedirect.com/science/article/pii/S0191308500220091 The network structure of social capital]. Research in Organizational Behavior, 22, 345–423.
* (Optional) Burt, R. S. (2000). [https://www.sciencedirect.com/science/article/pii/S0191308500220091 The network structure of social capital]. Research in Organizational Behavior, 22, 345–423.




October 6
October 5


'''Class Schedule:'''
'''Class Schedule:'''
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== Week 8: Small worlds  ==
== Week 8: Small worlds  ==


October 11
October 10


'''OCTOBER BREAK'''
'''OCTOBER BREAK'''


October 13
October 12


'''Assignment Due:'''
'''Assignment Due:'''
* R Lab 5 - Aesthetics in ggraph
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_5_aesthetics_in_ggraph.qmd R Lab 5 - Aesthetics in ggraph]
* [[#Discussion Questions|Discussion questions]] - Just one question this week
** [https://www.youtube.com/watch?v=hsncjCu2yeo Lab Explanation Video]
* [[#Reading_Review_Assignments|Reading Review]] - Just one question this week


'''Lecture Video:'''
'''Lecture Video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350279/View Small worlds video] [18:45] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_8/lecture/small_worlds.html Slides]]
* [https://www.youtube.com/watch?v=g92nfiyI4rU Small worlds video] [18:45] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_8/lecture/small_worlds.html Slides]]


'''Readings:'''  
'''Readings:'''  
* [https://www.youtube.com/watch?v=TcxZSmzPw8k The Science of Six Degrees of Separation][video][9:22]
* [https://www.youtube.com/watch?v=TcxZSmzPw8k The Science of Six Degrees of Separation][video][9:22]
* Travers, J. and Milgram, S. (1969). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2786545  An experimental study of the small world problem]. ''Sociometry'', 32(4):425-443
* Travers, J. and Milgram, S. (1969). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/2786545  An experimental study of the small world problem]. ''Sociometry'', 32(4):425-443
** [[/Travers summary|Claude.ai summary]]
* (Optional but short) Dodds, P. S., Muhamad, R., & Watts, D. J. (2003). [https://science-sciencemag-org.ezproxy.lib.purdue.edu/content/301/5634/827 An Experimental Study of Search in Global Social Networks]. ''Science'', 301(5634), 827.
* (Optional but short) Dodds, P. S., Muhamad, R., & Watts, D. J. (2003). [https://science-sciencemag-org.ezproxy.lib.purdue.edu/content/301/5634/827 An Experimental Study of Search in Global Social Networks]. ''Science'', 301(5634), 827.


== Week 9: Scale-free networks and the friendship paradox ==
== Week 9: Scale-free networks and the friendship paradox ==


October 18
October 17


'''Assignment Due:'''  
'''Assignment Due:'''  
* Proposal for [[/Final Project | Final Project]]; this is a few paragraphs about which final project you'd like to do, and what you are planning to do for it.
* Proposal for [[/Final Project | Final Project]]; this is a few paragraphs about which final project you'd like to do, and what you are planning to do for it.
* [[/Social Search Assignment|Social Search Assignment]]
* [[/Social Search Assignment|Social Search Assignment]]
* [[#Discussion Questions|Discussion questions]]
* [[#Reading_Review_Assignments|Reading Review]]


'''Lecture Video:'''
'''Lecture Video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350314/View Scale-free networks and the Friendship Paradox][18:21] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_9/lecture/scale_free_and_friend_paradox.html Slides]]
* [https://youtu.be/3VfZGUt_tCM Scale-free networks and the Friendship Paradox][18:21] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_9/lecture/scale_free_and_friend_paradox.html Slides]]


'''Readings:'''  
'''Readings:'''  
Line 421: Line 436:




October 20
October 19


'''Class Schedule:'''
'''Class Schedule:'''
Line 428: Line 443:
== Week 10: Social influence and diffusion ==
== Week 10: Social influence and diffusion ==


October 25
October 24


'''Weekly lecture:'''
'''Weekly lecture:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350315/View Social Influence and Contagion][22:12] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_10/lecture/influence_and_diffusion.html Slides]]
* [https://youtu.be/_6Wrc_T49GQ Social Influence and Contagion][22:12] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_10/lecture/influence_and_diffusion.html Slides]]


'''Assignment Due:'''  
'''Assignment Due:'''  
* Turn in your [[Self Assessment Reflection]] on Brightspace
* Turn in your [[Self Assessment Reflection]] on Brightspace
* R Lab 6 - Visualizing Power
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_6_visualizing_power.qmd R Lab 6 - Visualizing Power]
* [[#Discussion Questions|Discussion questions]]
** [https://www.youtube.com/watch?v=l18Jd9XCAec Lab walkthrough]
* [[#Reading_Review_Assignments|Reading Review]]


'''Readings:'''  
'''Readings:'''  
Line 445: Line 461:




October 27
October 26
 
* Troubled Lands


* Do [http://ncase.me/crowds/ The Wisdom or Madness of Crowds Simulation]


== Week 11: Communities and Core-periphery ==
== Week 11: Communities and Core-periphery ==


November 1
October 31


'''Assignment Due:'''
'''Assignment Due:'''
* [[#Discussion Questions|One discussion question]]
* [[#Reading_Review_Assignments|Reading Review]]
* Submit two exam questions on Brightspace
* Submit two exam questions on Brightspace
* [[Communication and Social Networks (Fall 2022)/Dutch School Data Visualization challenge|Dutch School Data Visualization  
* [[/Visualization challenge|Visualization  
Challenge]]
Challenge]]




'''Video Lecture:'''
'''Video Lecture:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350316/View Communities and Core-periphery] [23:15] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_11/lecture/communities_in_networks.html Slides]]
* [https://youtu.be/7pQMUisgv1U Communities and Core-periphery] [23:15] [[https://jeremydfoote.com/Communication-and-Social-Networks/week_11/lecture/communities_in_networks.html Slides]]


'''Readings:'''
'''Readings:'''
* Girvan, M., & Newman, M. E. (2002). [https://www.pnas.org/content/pnas/99/12/7821.full.pdf Community structure in social and biological networks]. Proceedings of the National Academy of Sciences.
* Girvan, M., & Newman, M. E. (2002). [https://www.pnas.org/content/pnas/99/12/7821.full.pdf Community structure in social and biological networks]. Proceedings of the National Academy of Sciences.
* Barberá, P., Wang, N., Bonneau, R., Jost, J. T., Nagler, J., Tucker, J., & González-Bailón, S. (2015). [https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0143611 The critical periphery in the growth of social protests]. PLoS ONE.
* Barberá, P., Wang, N., Bonneau, R., Jost, J. T., Nagler, J., Tucker, J., & González-Bailón, S. (2015). [https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0143611 The critical periphery in the growth of social protests]. PLoS ONE.
** [[/Barbera summary|Claude.ai Summary]]
* (Optional) Hanneman, R. A., & Riddle, M. (2005). [http://faculty.ucr.edu/~hanneman/nettext/C11_Cliques.html Cliques and sub-groups]. In Introduction to social network methods. University of California.  
* (Optional) Hanneman, R. A., & Riddle, M. (2005). [http://faculty.ucr.edu/~hanneman/nettext/C11_Cliques.html Cliques and sub-groups]. In Introduction to social network methods. University of California.  




November 3
November 2


'''Class Schedule:'''
'''Class Schedule:'''
* R Lab 7 - Finding and visualizing groups in networks
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_7_groups_in_networks.qmd R Lab 7 - Finding and visualizing groups in networks]


== Week 12: Resilient networks ==
== Week 12: Resilient networks ==


November 8
November 7


'''Assignment Due:'''
'''Assignment Due:'''
* R Lab 7 - Finding and visualizing groups in networks
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_7_groups_in_networks.qmd R Lab 7 - Finding and visualizing groups in networks]
* [[#Discussion Questions|Discussion questions]]
** [https://youtu.be/Ob1rxN7_eO4 Lab 7 Walkthrough]
* [[#Reading_Review_Assignments|Reading Review]]


'''Class Schedule:'''
'''Class Schedule:'''
Line 487: Line 504:
Guest Lecture: Dr. Seungyoon Lee
Guest Lecture: Dr. Seungyoon Lee


November 10
'''Readings:'''
* [http://sggpcp.com/wp-content/uploads/2015/11/Social-Networks-and-Disaster-Resilience.-An-introduction..pdf Social networks and disaster resilience: an introduction] pp. 9-13
 
 
November 9


* Exam review
* Exam review
Line 493: Line 514:
== Week 13: Technology and Networks ==
== Week 13: Technology and Networks ==


November 15
November 14


'''Lecture Video:'''
'''Lecture Video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350317/View Technology and networks] [19:38]
* [https://youtu.be/iTiduq9GplU Technology and networks] [19:38]


'''Readings:'''
'''Readings:'''
Line 511: Line 532:
== Collective behavior ==
== Collective behavior ==


November 15
November 16


'''Assignment Due:'''
'''Assignment Due:'''
* [[#Discussion Questions|One discussion question]]
* [[#Reading_Review_Assignments|Reading Review]]
* Keep working on the [[Communication_and_Social_Networks_(Spring_2020)/Final_project | final project]]
* Keep working on the [[Communication_and_Social_Networks_(Spring_2020)/Final_project | final project]]


Line 522: Line 543:
-->
-->


November 17
November 16


* Take-home exam is due
* In class exam!
** The exam is open book and open note
** You may want to work on this [[/Practice R Exercise|Practice R Exercise]]
* Do [http://ncase.me/crowds/ The Wisdom or Madness of Crowds Simulation]
* Play network game?


== Week 14: Networks and collaboration ==
== Week 14: Networks and collaboration ==


November 22
November 21
 
'''NO CLASS ON NOVEMBER 22'''
* Instead, discussion on Discord - try to be online around the same time as class.
* Post your discussion question(s) to Discord instead of the Google Doc


'''Assignment Due:'''  
'''Assignment Due:'''  
* 1 Discussion Question
* Discussion Questions




'''Lecture video:'''
'''Lecture video:'''
* [https://purdue.brightspace.com/d2l/le/content/598504/viewContent/10350318/View Networks and Collaboration][17:19]
* [https://youtu.be/_8gFd0XZJKc Networks and Collaboration][17:19]


'''Readings:'''  
'''Readings:'''  
Line 549: Line 562:
* Skim section two of Benkler, Y. (2002). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/1562247 Coase’s Penguin, or, Linux and "The Nature of the Firm."] The Yale Law Journal, 112(3), 369.
* Skim section two of Benkler, Y. (2002). [https://www-jstor-org.ezproxy.lib.purdue.edu/stable/1562247 Coase’s Penguin, or, Linux and "The Nature of the Firm."] The Yale Law Journal, 112(3), 369.


November 24
November 23


'''THANKSGIVING BREAK'''
'''THANKSGIVING BREAK'''
Line 560: Line 573:
== Week 15: Networked racism ==
== Week 15: Networked racism ==


November 29
November 28


'''Assignment Due:'''  
'''Assignment Due:'''  
* R Lab 8 - Calculating network statistics
* [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/lab_8_network_stats.qmd R Lab 8 - Calculating network statistics]




Line 572: Line 585:




December 1
November 30
 


'''Assignment Due:'''  
'''Assignment Due:'''  
* Rough draft of [[/Final project|Final Project]] on Brightspace and sent to your "peers"
* Rough draft of [[/Final project|Final Project]] on Brightspace and sent to your "peers"


No class - work on Final Project
'''No class - work on Final Project'''


* (Optional) Advanced network visualizations in R (part of the r_labs zip file)
* (Optional) [https://github.com/jdfoote/com_and_social_networks_labs/raw/main/advanced_visualizations.qmd Advanced network visualizations in R]


== Week 16: Network Visualization Principles ==
== Week 16: Network Visualization Principles ==


December 6
December 5
 
'''No class - work on Final Project'''


'''Assignment Due:'''
'''Assignment Due:'''
* Peer feedback on final project
* Peer feedback on final project
December 7


'''Class Schedule:'''
'''Class Schedule:'''
Line 594: Line 611:
** Put examples at https://padlet.com/jdfoote1/networks (I will explain in class)
** Put examples at https://padlet.com/jdfoote1/networks (I will explain in class)
* Work on final projects
* Work on final projects
December 8
No class - work on Final Project


== Finals week  ==
== Finals week  ==




'''Assignment Due (Wednesday, December 14):'''
'''Assignment Due (Wednesday, December 13):'''
* [[Communication and Social Networks (Fall 2022)/Final project|Final Project]]
* [[/Final project|Final Project]]
* Turn in your [[Final self reflection]] on Brightspace
* Turn in your [[Final self reflection]] on Brightspace



Latest revision as of 22:31, 3 January 2024

This is an old version of the course and is kept for information only. Some links may be broken or may point to content that has been updated since this course was taught


Course Information[edit]

COM 411: Communication and Social Networks
Location: BRNG 2273
Class Hours: Tuesdays and Thursdays; 10:30–11:45 AM

Instructor[edit]

Instructor: Jeremy Foote
Email: jdfoote@purdue.edu
Office Hours: BRNG 2156; Tuesdays; 2:00–4:00pm and by appointment


Course Overview and Learning Objectives[edit]

Communication is inherently a social process. This class focuses on understanding how the structure of relationships between people influences communication patterns and behavior. This perspective can help us to understand a broad set of phenomena, from online communities to friendships to businesses. The course will also introduce students to using network visualizations to gain and share insights about network phenomena.

Students who complete this course will be able to:

  1. Understand the foundations of social network theory and analysis.
  2. Critically read and comprehend concepts, results, and implications presented in studies of social networks.
  3. Learn how networks are related to social phenomena in their personal and professional worlds.
  4. Gain a basic understanding of gathering network data and analyzing them using the programming language R.

Required resources and texts[edit]

Computing Resources[edit]

One of the goals of this class is a basic skills in analyzing and visualizing network data in R. This semester, we are going to try using VSCode, an IDE which can write R code, and which includes a plugin to do AI-assisted coding. We will be meeting in a computer lab, and I believe that we will be able to install everything you need on Purdue computers. If you would like, you may also want to install R and VSCode on your personal computer so that you can use it in the future when you no longer have access to Purdue resources. Our first R Lab walks you through how to do that.

Readings[edit]

  • Other readings: Other readings will be made available on Brightspace.

Reading Academic Articles[edit]

Many of the readings will be academic articles. I do not expect you to read every word of these articles. Rather, you should practice intentional directed skimming. This article gives a nice overview. The TL;DR is that you should carefully read the abstract, introduction, and conclusion. For the rest of the article, focus on section headings and topic sentences to extract the main ideas.

Other suggested books[edit]

Course logistics[edit]

Note About This Syllabus[edit]

Although the core expectations for this class are fixed, the details of readings and assignments may shift based on how the class goes. As a result, there are three important things to keep in mind:

  1. Although details on this syllabus will change, I will not change readings or assignments less than one week before they are due. If I don't fill in a "To Be Determined" one week before it's due, it is dropped. If you plan to read more than one week ahead, contact me first.
  2. Closely monitor the class Discord. Because this a wiki, you will be able to track every change by clicking the history button on this page. I will also summarize these changes in an announcement on Discord that should be emailed to everybody in the class if you have notifications turned on.
  3. I will ask the class for voluntary anonymous feedback frequently. Please let me know what is working and what can be improved.

Class Sessions[edit]

This course will follow "flipped" classroom model. I expect you to learn most of the content of the course asynchronously. The goal of our time together is not to tell you new things, but to consolidate knowledge and to clear up misconceptions.

The Tuesday meeting will be a collaborative, discussion-centric session. Typically, about two-thirds of each session will be devoted to a discussion of the readings and videos from that week. The remaining third will be used to review the assignments.

This means that I expect you to come to Tuesday lectures having read the readings and watched the lecture videos. There are links to the readings and videos each week. You can also find lecture videos on Brightspace or on this YouTube playlist.

The Thursday meetings will be more like a lab. Some of these sessions will include synchronous activities; often they will be a time for me to introduce and help with R assignments. Sometimes they will be more of a co-working time, where you can work on assignments and I can be available to answer questions.

Getting Help[edit]

Your first place to look for help should be each other. By asking and answering questions on Discord, you will not only help to build a repository of shared information, but to reinforce our learning community.

I will also hold office hours on Tuesdays, from 2-4. If you come with a programming question, I will expect that you have already tried to solve it yourself in multiple ways and that you have discussed it with a classmate. This policy lets me have time to help more students, but it's also a useful strategy. Often just trying to explain your code can help you to recognize where you've gone wrong.

I will also check Discord at least once a day. I encourage you to post questions there, and to use it as a space where we can help and instruct each other. In general, you should contact me there. I am also available by email. You can reach me at jdfoote@purdue.edu. I try hard to maintain a boundary between work and home and I typically respond only on weekdays during business hours.

Online Resources[edit]

Programming can be difficult and frustrating and confusing, but you will get it! I have put together a few resources to help you with the programming portion of the course. Come back to these when you get stuck.

Assignments[edit]

There will be multiple types of assignments, designed to encourage learning in different ways.

Participation[edit]

I expect you to be an active member of our class. This includes paying attention in class, participating in activities, and being actively engaged in learning, thinking about, and trying to understand the material.

To make sure that everyone has an opportunity to participate and to encourage you to do the assignments, I will randomly select students to discuss readings or to explain portions of homework assignments and labs.

Reading Review Assignments[edit]

In a flipped class like this, it's really important that folks come prepared to discuss, work through misunderstandings, etc. In order to provide some accountability and space for reflection, each week you will have a review/reflection assignment about the readings and video.

I'm calling this a "3-2-1 Assignment". I'd like you to:

  • Write down three concepts that you learned or connections that you made from this week's reading and lecture.
  • Write down two questions you have or things that you don't quite understand.
  • Share one question that you think would make for a good discussion question.

You should submit your assignment on Brightspace.

Take the discussion question (which can be based on the concepts you learned, or the things you don't understand), and submit it (and up to one other question) that you think would be interesting to discuss on Monday by noon. Post your questions on the shared Google Doc at https://docs.google.com/document/d/1AK4MhWLVwDuxqvTwLomN7hu4aLpo59n5qXgEap8SBNc/edit?usp=sharing; try to group similar questions together.

Questions should engage with the readings and either connect to other concepts or to the "real world". Here are some good example questions:

  • The readings this week talked a lot about how network ties get created. I made a list of my closest friends and I realized that most of them only became friends after we happened to be in the same groups over and over again. What role does repetition have in forming ties?
  • I was confused by the reading on social capital. What's the difference between social capital and power? And if they are the same, then why not just call it "network power"?
  • Imagine you were asked to analyze the network of a big company to help them to identify people who deserve a raise. What measures would you use to identify them? What would you not use?

Homework/Labs[edit]

There will be a number of homework assignments. At the beginning of the class, these will be designed to help you to grasp foundational network concepts. As the class progresses, more and more of them will be analyzing and visualizing networks in R.

Exams[edit]

There will be one exam. It will assess your understanding of core communication and social networks concepts.

Final Project[edit]

A Students will work on a Final Project that uses the theories, principles, and skills learned in this class.

A number of intermediate assignments through the semester will help you to gain the skills and data necessary to be successful.

Grades[edit]

This course will follow a "self-assessment" philosophy. I am more interested in helping you to learn things that will be useful to you than in assigning grades. In general, I think that my time is much better spent in providing better feedback and in being available to work through problems together.

The university still requires grades, so you will be leading the evaluation of your work. This will be completed with me in three stages, at the end of weeks 5, 10, and 16. In each stage, you will use this form to reflect on what you have accomplished thus far, how it has met, not met, or exceeded expectations, based both on rubrics and personal goals and objectives. At each of these stages you will receive feedback on your assessments. By the end of the semester, you should have a clear vision of your accomplishments and growth, which you will turn into a grade. As the instructor-of-record, I maintain the right to disagree with your assessment and alter grades as I see fit, but any time that I do this it will be accompanied by an explanation and discussion. These personal assessments, reflecting both honest and meaningful reflection of your work will be the most important factor in final grades.

We will use the following rubric in our assessment:

  • 20%: Class participation, including attendance and participation in discussions and group work
  • 20%: Labs and homework assignments
  • 25%: Exam
  • 35%: Final Project

The exam will be graded like a normal exam and the score will make up 25% of your grade. For the rest of the assignments (and the other 75% 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:


A: Reflects work the exceeds expectations on multiple fronts and to a great degree. Students reaching this level of achievement will:

  • Do what it takes to learn the principles and techniques of social networks, including looking to outside sources if necessary.
  • Engage thoughtfully with an ambitious final project.
  • Take intellectual risks, offering interpretations based on synthesizing material and asking for feedback from peers.
  • Share work early allowing extra time for engagement with others.
  • Write reflections that grapple meaningfully with lessons learned as well as challenges.
  • Complete all or nearly all homework assignments at a high level.

B: Reflects strong work. Work at this level will be of consistently high quality. Students reaching this level of achievement will:

  • Be more safe or consistent than the work described above.
  • Ask meaningful questions of peers and engage them in fruitful discussion.
  • Exceed requirements, but in fairly straightforward ways.
  • Compose complete and sufficiently detailed reflections.
  • Complete the homework assignments, almost always at a high level.

C: This reflects meeting the minimum expectations of the course. Students reaching this level of achievement will:

  • Turn in and complete the final project on time.
  • Be collegial and continue discussion, through asking simple or limited questions.
  • Compose reflections with straightforward and easily manageable goals and/or avoid discussions of challenges.
  • Not complete homework assignments or complete them in a hasty or incomplete manner.

D/F: These are reserved for cases in which students do not complete work or participate. Students may also be impeding the ability of others to learn.

Extra Credit for Participating in Research Studies[edit]

If you feel like you need to earn extra credit in order to earn the grade that you would like, the course is signed up for extra credit through the Brian Lamb School of Communication Research Participation System.

Schedule[edit]

NOTE This section may be modified throughout the course to meet the class's needs. Check back in weekly.

Week 1: Introductions and the network perspective[edit]

August 22

Assignment Due:

Required Readings:

  • None

Concepts:

  • Class overview and expectations — We'll walk through this syllabus.
  • What are social networks?
  • Why study networks?


August 24

Assignment Due:

  • Read the entire syllabus (this document)

Readings:


Class Schedule:

  • Network simulation activity (bring a computer)
  • Start work on Homework 1

Week 2: Network representations[edit]

August 29

Assignment Due (on Monday):

Lecture Video (before class):

Readings (before class):


Concepts:

  • Complex systems and networks
  • Individual and collective behavior


August 31

Class Schedule:

Week 3: How are communication networks formed?[edit]

September 5

Assignment Due (on Monday):

Lecture Video:

Readings:

  • Feld, S. L. (1981). The focused organization of social ties. American Journal of Sociology, 86(5), 1015–1035.
  • McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a Feather: Homophily in Social Networks. Annual Review of Sociology, 27, 415–444.
  • [Optional] Monge, P. R., & Contractor, N. S. (2003). Theories of communication networks. Oxford, UK: Oxford University Press. (pp. 298--314) - On Brightspace under Content > Readings

Note: This week involves reading two academic articles. Read this to understand my expectations and some tips for reading and understanding these articles.

Concepts:

  • Exposure, formation, maintenance, decay
  • Homophily
  • Reciprocity
  • Triadic closure


September 7


Supplementary R lectures (watch before class):


Class Schedule:

Week 4: Small group networks[edit]

September 12

Assignment Due:

Lecture video:


Readings:


Concepts:

  • Informal networks
  • Networks and group outcomes

September 14

Week 5: Ego networks and network perception[edit]

September 19

Assignment Due:


Lecture:

Readings:


September 21

Class Schedule:

Week 6: Power, centrality, and hierarchy[edit]

September 26

Assignment Due:

Video lecture:

Readings:

Class Schedule:


September 28

Class Schedule:

Week 7: Social Capital, structural holes, and weak ties[edit]

October 3

Assignment Due:

Lecture Video:

Readings:


October 5

Class Schedule:

  • Who Dunnit Game

Week 8: Small worlds[edit]

October 10

OCTOBER BREAK

October 12

Assignment Due:

Lecture Video:

Readings:

Week 9: Scale-free networks and the friendship paradox[edit]

October 17

Assignment Due:

Lecture Video:

Readings:

(Optional)


October 19

Class Schedule:

Week 10: Social influence and diffusion[edit]

October 24

Weekly lecture:

Assignment Due:

Readings:


October 26

Week 11: Communities and Core-periphery[edit]

October 31

Assignment Due:


Video Lecture:

Readings:


November 2

Class Schedule:

Week 12: Resilient networks[edit]

November 7

Assignment Due:

Class Schedule:

Guest Lecture: Dr. Seungyoon Lee

Readings:


November 9

  • Exam review

Week 13: Technology and Networks[edit]

November 14

Lecture Video:

Readings:

(Optional)


November 16

  • In class exam!

Week 14: Networks and collaboration[edit]

November 21

Assignment Due:

  • Discussion Questions


Lecture video:

Readings:

November 23

THANKSGIVING BREAK


Week 15: Networked racism[edit]

November 28

Assignment Due:


Readings:

  • Fernandez, R. M., & Fernandez-Mateo, I. (2006). Networks, Race, and Hiring. American Sociological Review, 71(1), 42–71. Read the introduction (pp. 42–47) and the Summary and Conclusion (pp. 65–67)
  • Sunstein, C. R. (1991). Why markets don’t stop discrimination. Social Philosophy and Policy, 8(02), 22–37. https://doi.org/10.1017/S0265052500001114


November 30

Assignment Due:

  • Rough draft of Final Project on Brightspace and sent to your "peers"

No class - work on Final Project

Week 16: Network Visualization Principles[edit]

December 5

No class - work on Final Project

Assignment Due:

  • Peer feedback on final project


December 7

Class Schedule:

  • Voluntary presentations of final projects
  • Review principles of good network visualizations
  • Work on final projects

Finals week[edit]

Assignment Due (Wednesday, December 13):


Policies[edit]

Attendance[edit]

I try very hard to make our meeting times valuable to you and I expect that you attend. That being said, I know that people get sick, things come up, etc. If you need to miss class, then it is your responsibility to seek out support from classmates for notes, handouts, and other information.

Only I can excuse a student from a course requirement or responsibility. When conflicts can be anticipated, such as for many University-sponsored activities and religious observations, please inform me of the situation as far in advance as possible. For unanticipated or emergency conflicts, when advance notification is not possible, contact me as soon as possible on Discord or by email. In cases of bereavement, quarantine, or isolation, the student or the student’s representative should contact the Office of the Dean of Students via email or phone at 765-494-1747. Our course on Brightspace includes a link to the Dean of Students under 'Campus Resources.'

Classroom Discussions and Peer Feedback[edit]

Throughout the course, you may receive, read, collaborate, and/or comment on classmates’ work. These assignments are for class use only. You may not share them with anybody outside of class without explicit written permission from the document’s author and pertaining to the specific piece.

It is essential to the success of this class that all participants feel comfortable discussing questions, thoughts, ideas, fears, reservations, apprehensions and confusion. Therefore, you may not create any audio or video recordings during class time nor share verbatim comments with those not in class linked to people’s identities unless you get clear and explicit permission. If you want to share general impressions or specifics of in-class discussions with those not in class, please do so without disclosing personal identities or details.


Academic Integrity[edit]

While I encourage collaboration, I expect that any work that you submit is your own. Basic guidelines for Purdue students are outlined here but I expect you to be exemplary members of the academic community. Please get in touch if you have any questions or concerns.


Nondiscrimination[edit]

I strongly support Purdue's policy of nondiscrimination (below). If you feel like any member of our classroom--including me--is not living up to these principles, then please come and talk to me about it.

Purdue University is committed to maintaining a community which recognizes and values the inherent worth and dignity of every person; fosters tolerance, sensitivity, understanding, and mutual respect among its members; and encourages each individual to strive to reach his or her own potential. In pursuit of its goal of academic excellence, the University seeks to develop and nurture diversity. The University believes that diversity among its many members strengthens the institution, stimulates creativity, promotes the exchange of ideas, and enriches campus life.


Accessibility[edit]

Purdue University strives to make learning experiences as accessible as possible. If you anticipate or experience physical or academic barriers based on disability, you are welcome to let me know so that we can discuss options. You are also encouraged to contact the Disability Resource Center at: drc@purdue.edu or by phone: 765-494-1247.


Emergency Preparation[edit]

In the event of a major campus emergency, I will update the requirements and deadlines as needed.


Mental Health[edit]

If you or someone you know is feeling overwhelmed, depressed, and/or in need of mental health support, services are available. For help, such individuals should contact Counseling and Psychological Services (CAPS) at 765-494-6995 during and after hours, on weekends and holidays, or by going to the CAPS office of the second floor of the Purdue University Student Health Center (PUSH) during business hours.


Incompletes[edit]

A grade of incomplete (I) will be given only in unusual circumstances. The request must describe the circumstances, along with a proposed timeline for completing the course work. Submitting a request does not ensure that an incomplete grade will be granted. If granted, you will be required to fill out and sign an “Incomplete Contract” form that will be turned in with the course grades. Any requests made after the course is completed will not be considered for an incomplete grade.


Additional Policies[edit]

Links to additional Purdue policies are on our Brightspace page. If you have questions about policies please get in touch.