for - Indyweb dev - dynamic graph networks

Does this apply to .qmd documents?

The true distinction that we should be teaching students is the difference between properties of languages that can be determined statically—that is, by just staring at the code without running it—and properties that can only be known dynamically, during runtime.

Notice that I said “properties” and not “languages”. Every programming language chooses its own set of properties that can be determined either statically or dynamically, and taken together, this makes a language more “dynamic” or more “static”. Static versus dynamic is a spectrum, and yes, Python falls on the more dynamic end of the spectrum. A language like Java has far more static features than Python, but even Java includes things like reflection, which is inarguably a dynamic feature.

• for: cultural evolution - diverse movements, cultural transition - diverse movements

• summary

  • Bill Reese and Rubin Nelson believe that the dynamic / relational quadrant of indigenous culture is the most viable futures

Expectations

• for: quote, quote - Andrew Wood, quote - dynamic equilibrium, daisyworld

• paraphrase

  • Many daisy, rabbit, and fox types were first brought together by Lovelock to create a numerical model for biodiversity.
  • In the real world, biological systems are continually being perturbed by the cycles of
    • day and night,
    • the turn of the seasons,
    • changes in the climate, and
    • innumerable other factors.
  • When a Daisy-world in equilibrium is perturbed
    • by
      • the introduction of a herbivore or
      • a sudden change in solar input,
  • a transient burst of different daisy types appears - until the system restabilizes, with new types dominant

{Dynamic}

{Dynamic}

There's so much in this chapter. Firstly prudent reasoning from Carwin vs religious enthusiasm indirectly clashes in this emotion heated scene. Carwin has confessed his sins. Wieland escaped prison again to sacrifice Clara in his belief that the voice he hears is a divine messenger. Clara had thought of commiting suicide before Carwin's confessions, but once Wieland appears, she dreads the thought of dieing. The atmosphere has such eerie gothic elements. On the other hand there's a lot of character development, all 3 have changed a lot which makes them dynamic characters. Carwin seeks to clear up everything he had done out of guilt. Wieland had gone insane. But the most dramatic change is within Clara, who everyone adored, percieved as pure, brave and just and now - even though she just heard from Carwin that he had not made Wieland murder his family, Clara turns on him with a lie, a religious reasoning to save herself from her brother and to make his brother realize that "the divine messenger" is unreal. Clara is trying to use a possibly deadly trick on the two men. All three characters has reached a big turning point.

annotation meta: may need new tag:

dynamic behavior vs. static analysis [not quite parallel]

or can we reuse something else like?: lexical semantics vs. run-time semantics

Vöhringer, H. S., Sanderson, T., Sinnott, M., De Maio, N., Nguyen, T., Goater, R., Schwach, F., Harrison, I., Hellewell, J., Ariani, C. V., Gonçalves, S., Jackson, D. K., Johnston, I., Jung, A. W., Saint, C., Sillitoe, J., Suciu, M., Goldman, N., Panovska-Griffiths, J., … Gerstung, M. (2021). Genomic reconstruction of the SARS-CoV-2 epidemic in England. Nature, 1–11. https://doi.org/10.1038/s41586-021-04069-y

Great reference table for SC vulnerability regulation

c++ 默认提供什么样的 copy constructor，这会导致什么问题？

static linking 和 dynamic linking 分别是什么？

Tests are a good thing, but not all devs are even aware of the loss of safety net and so there's no guarantee that using a dynamic language results in more tests.

Using tests and static-types together would mean that there's whole categories of bugs that get eliminated while also getting more coverage for less lines of test-code.

Kan, U., Feng, M., & Porter, M. A. (2021). An Adaptive Bounded-Confidence Model of Opinion Dynamics on Networks. ArXiv:2112.05856 [Physics]. http://arxiv.org/abs/2112.05856

Lunansky, G., Hoekstra, R. H. A., & Blanken, T. (2021). Disentangling dynamic affect trajectories for distinct depression courses during the COVID-19 pandemic. PsyArXiv. https://doi.org/10.31234/osf.io/hv4cb

Manshour, P., & Montakhab, A. (2021). Dynamics of social balance on networks: The emergence of multipolar societies. Physical Review E, 104(3), 034303. https://doi.org/10.1103/PhysRevE.104.034303

Liu, Q., & Chai, L. (2021). Opinion Dynamics Models with Memory in Coopetitive Social Networks: Analysis, Application and Simulation. ArXiv:2108.03234 [Physics]. http://arxiv.org/abs/2108.03234

Vazquez, A. (2020). Superspreaders and lockdown timing explain the power-law dynamics of COVID-19. Physical Review E, 102(4), 040302. https://doi.org/10.1103/PhysRevE.102.040302

Ghavasieh, A., Nicolini, C., & De Domenico, M. (2020). Statistical physics of complex information dynamics. Physical Review E, 102(5), 052304. https://doi.org/10.1103/PhysRevE.102.052304

Ortiz, E., & Serrano, M. Á. (2021). Multiscale opinion dynamics on real networks. ArXiv:2107.06656 [Physics]. http://arxiv.org/abs/2107.06656

Related to Victor's Dynamicland project, as well as his thoughts on a "dynamic medium. A note about “The Humane Representation of Thought.” Worrydream. http://worrydream.com/TheHumaneRepresentationOfThought/note.html )".

Anthony Costello on Twitter. (n.d.). Twitter. Retrieved 1 March 2021, from https://twitter.com/globalhlthtwit/status/1323747414923202562

Lodder, Gerine M. A., Sjoerd van Halem, Anne Bülow, M. A. van Scheppingen, Joshua Weller, and Anne K. Reitz. ‘Daily Fluctuations in Occupation with and Worry about COVID-19’. PsyArXiv, 14 April 2021. https://doi.org/10.31234/osf.io/nf3ja.

So who then is, or isn't, a "member" of the "academic community?" And is it incumbent that members "produce ideas" within their defined fields, or does their membership entitle (require?) them to speak more broadly than that?

Oraby, T., Thampi, V., & Bauch, C. T. (2014). The influence of social norms on the dynamics of vaccinating behaviour for paediatric infectious diseases. Proceedings of the Royal Society B: Biological Sciences, 281(1780). https://doi.org/10.1098/rspb.2013.3172

Wang, Xiangrong, Alejandro Tejedor, Yi Wang, and Yamir Moreno. ‘Unique Superdiffusion Induced by Directionality in Multiplex Networks’. ArXiv:2011.00991 [Physics], 2 November 2020. http://arxiv.org/abs/2011.00991.

Hota, Ashish R., Tanya Sneh, and Kavish Gupta. ‘Impacts of Game-Theoretic Activation on Epidemic Spread over Dynamical Networks’. ArXiv:2011.00445 [Physics], 1 November 2020. http://arxiv.org/abs/2011.00445.

Anderson, Ian, and Wendy Wood. ‘Habits and the Electronic Herd: The Psychology behind Social Media’s Successes and Failures’. PsyArXiv, 23 November 2020. https://doi.org/10.31234/osf.io/p2yb7.

Baker, R. E., Park, S. W., Yang, W., Vecchi, G. A., Metcalf, C. J. E., & Grenfell, B. T. (2020). The impact of COVID-19 nonpharmaceutical interventions on the future dynamics of endemic infections. Proceedings of the National Academy of Sciences, 117(48), 30547–30553. https://doi.org/10.1073/pnas.2013182117

Here: dynamic loading (libraries/functions) meaning: at run time

This is such a strong remark, and I assume that it’s intentional and purposeful as we learn more about Betteredge’s role (beyond his butler role?) in this story. On another note, this also brings up the social norms in the Victorian era, especially the power dynamic between servants and their employers.

Karl Friston: Up to 80% not even susceptible to Covid-19. (2020, June 4). UnHerd. https://unherd.com/2020/06/karl-friston-up-to-80-not-even-susceptible-to-covid-19/

Chari, Varadarajan V, Rishabh Kirpalani, and Christopher Phelan. ‘The Hammer and the Scalpel: On the Economics of Indiscriminate versus Targeted Isolation Policies during Pandemics’. Working Paper. Working Paper Series. National Bureau of Economic Research, May 2020. https://doi.org/10.3386/w27232.

Alstadsæter, A., Bratsberg, B., Eielsen, G., Kopczuk, W., Markussen, S., Raaum, O., & Røed, K. (2020). The First Weeks of the Coronavirus Crisis: Who Got Hit, When and Why? Evidence from Norway (Working Paper No. 27131; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27131

A dynamic language (Lisp, Perl, Python, Ruby) is designed to optimize programmer efficiency, so you can implement functionality with less code. A static language (C, C++, etc) is designed to optimize hardware efficiency, so that the code you write executes as quickly as possible. https://stackoverflow.com/questions/20563433/difference-between-static-and-dynamic-programming-languages#:~:text=A%20dynamic%20language%20(Lisp%2C%20Perl,executes%20as%20quickly%20as%20possible.

Friston KJ, Parr T, Zeidman P et al. Dynamic causal modelling of COVID-19 [version 1; peer review: awaiting peer review]. Wellcome Open Res 2020, 5:89 (https://doi.org/10.12688/wellcomeopenres.15881.1)

Della Rossa, F., & DeLellis, P. (2020). Stochastic master stability function for noisy complex networks. Physical Review E, 101(5), 052211. https://doi.org/10.1103/PhysRevE.101.052211

Cai, L., Chen, Z., Luo, C., Gui, J., Ni, J., Li, D., & Chen, H. (2020). Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. ArXiv:2005.07427 [Cs, Stat]. http://arxiv.org/abs/2005.07427

Zhou, B., Lu, X., & Holme, P. (2020). Universal evolution patterns of degree assortativity in social networks. Social Networks, 63, 47–55. https://doi.org/10.1016/j.socnet.2020.04.004

Gou, W., Huang, S., Chen, J., Li, X., & Chen, Q. (2020). Structural and Dynamic of Global Population Migration Network. ArXiv:2006.02208 [Physics]. http://arxiv.org/abs/2006.02208

Coronavirus won’t be the end of big cities. (n.d.). Retrieved June 4, 2020, from https://www.centreforlondon.org/blog/the-city-isnt-dead/

Mancastroppa, M., Burioni, R., Colizza, V., & Vezzani, A. (2020). Active and inactive quarantine in epidemic spreading on adaptive activity-driven networks. ArXiv:2004.07902 [Cond-Mat, Physics:Physics]. http://arxiv.org/abs/2004.07902

sharing function

Sun, K., & Viboud, C. (2020). Impact of contact tracing on SARS-CoV-2 transmission. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30357-1

Jiang, C., Gao, J., & Magdon-Ismail, M. (2020). Inferring Degrees from Incomplete Networks and Nonlinear Dynamics. ArXiv:2004.10546 [Physics]. http://arxiv.org/abs/2004.10546

Cowling, B. J., Ali, S. T., Ng, T. W. Y., Tsang, T. K., Li, J. C. M., Fong, M. W., Liao, Q., Kwan, M. Y., Lee, S. L., Chiu, S. S., Wu, J. T., Wu, P., & Leung, G. M. (2020). Impact assessment of non-pharmaceutical interventions against coronavirus disease 2019 and influenza in Hong Kong: An observational study. The Lancet Public Health, 0(0). https://doi.org/10.1016/S2468-2667(20)30090-6

Crutchfield, J. P. (2020). The Hidden Fragility of Complex Systems—Consequences of Change, Changing Consequences. ArXiv:2003.11153 [Cond-Mat, Physics:Nlin, Physics:Physics]. http://arxiv.org/abs/2003.11153

National Academies of Sciences, E. (2017). Building Communication Capacity to Counter Infectious Disease Threats: Proceedings of a Workshop. https://doi.org/10.17226/24738

The mention here of "innate capabilities" and the importance to yielding motor actions toward complex challenges, is noted. A question arises, regarding "basic cognitive capabilities" and their role in the process?

Celie talks to Sophia about their difference in handling their husbands. Celie is obedient and oppressed, while Sophia is rebellious and oppressed. The way it sounds to me, is that Sophia was also subjected to sexual abuse, but she stood up for herself and didn't allow the men to take her power from her. Sophia, it seems, not to be afraid of killing someone or of death itself. While Celie has been forced to live after all of her babies got killed or thought to be killed. I don't believe Sophia has every been pregnant, therefore she still feels powerful. Does power come with not having children? You don't need to nurture a child and you can focus on yourself when you don't have a child. Shug Avery never had kids (or nurtured them for that matter) and she rose to fame and fortune

Use these questions to drive what article you bring in to annotate. Or bring them into the reflection. The questions you are asking focus on dynamic network analysis. We will not do any of that in this class but you can find a lot of work on this way of doing SNA via Google.

Here's another article, with a different point-of-view on this subject.

A more detailed expansion on which approach to pick (and the reasons thereof) can be found here.

Some other problems can be found in the quoted works section, for this paper/web page. For example, have a look here.

So, from the whole thing I take it that the problem has actually two parts: i.) a pre-processing part in which all paths have been explored (via memoization), and, ii). discover the optimal path to take, given the memoization table.

This approach is a (sort of) memoization approach.

The most shocking thing about this 1977 article is we used to have tech people who knew who Durrell was.