10/30/22, 5:16 PM Lesson Ten Overview: Network Science – CS-7280-O01
Lesson Ten Overview
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Throughout the lecture, we are giving you some “food for thought” — these are questions we suggest you think about as you go through this lesson. You do not need to submit solutions.
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Learning Objec ves
Students will be able to:
Explain and analyze common models of influence on social networks
Select optimal “seed nodes” for maximum influence
Measure cascade phenomena on networks experimentally Apply contagion modeling in practice, through case studies
Required and Recommended Reading
Required Reading
Chapter 19 – D. Easley and J. Kleinberg, Networks, Crowds and Markets , Cambridge Univ Press, 2010 (also available online)
https://gatech. instructure. com/courses/265324/pages/lesson-ten-overview ?module_item_id=2520794 1/2
10/30/22, 5:16 PM Lesson Ten Overview: Network Science – CS-7280-O01
(h ps://www.cs.cornell.edu/home/kleinber/networks-book/networks-book-ch19.pdf)
Recommended Reading
“The role of social networks in informa on diffusion”
(h ps://dl.acm.org/doi/abs/10.1145/2187836.2187907) by E.Bakhsy et al. WWW conference, 2012.
“Everyone’s an influencer: quan fying influence on Twi er”
(h ps://dl.acm.org/doi/abs/10.1145/1935826.1935845) by E.Bakshy et al. WSDM conference, 2011.
“Maximizing the spread of influence through a social network” (h ps://dl.acm.org/doi/abs/10.1145/956750.956769) by D.Kempe et al. ACM SIGKDD, 2003.
“ (h ps://www.nature.com/ar cles/nature04605)Asimplerulefortheevolu onof coopera on on graphs and social networks” (h ps://www.nature.com/ar cles/nature04605) by H. Ohtsuki et al, Nature, 2006.
“Mul sensory integra on in the mouse cor cal connectome using a network diffusion model” (h ps://www.mitpressjournals.org/doi/abs/10.1162/netn_a_00164? mobileUi=0) by K.Shadi et al., Network Neuroscience, 2020.
Assignments
L10: Knowledge Check (https://gatech.instructure.com/courses/265324/quizzes/377787)
L10: Quiz (https://gatech.instructure.com/courses/265324/quizzes/377803)
https://gatech. instructure. com/courses/265324/pages/lesson-ten-overview ?module_item_id=2520794 2/2
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