🚨New paper🚨 Offshore networks of oligarchs, is up on
@PNASNexus
. With
@EBHarrington
,
@dan_rockmore
, and F. Fu, we analyzed 1.9 million wealth managers and clients. Results: sanctions on wealth managers may be a more effective strategy (1/5).
Open Acess:
Thrilled to share I will join my alma mater
@dartmouth
as an Assistant Professor of Quantitative Social Science in Fall 2023. So grateful to my mentors and friends from
@USCAnnenberg
, and my family 🥰. Excited to start, and will also be recruiting a PhD student— more below! 1/4
Thrilled to be on the
#ForbesUnder30
list this year for Science. Excited to keep working on network science and AI at
@dartmouth
and immense thanks to
@USC
+ mentors :)
🚨New preprint🚨 with J. Druckman,
@emilio__ferrara
, and
@RobbWiller
exploring the supply and demand of ten years of congressional tweeting. We show liberals and conservatives may exist in very different information environments. (1/7)
🫰New Publication🚨:
#Kpop
(esp.
#BTSARMY
) fandoms help drive COVID-19 public health on social media.
Key findings:
- Inclusion of
@BTS_twt
increased
@WHO
virality 111 times
- Targeted diffusion in South America and Southeast Asia (i.e. Vietnam 3,840%) 1/n
Join us at
@Dartmouth
! New TT job in Quantitative Social Science focused on machine learning and statistical methods, broadly applied to the social sciences.
Reviews begin Oct. 14. Please share widely :) !
QSS is hiring a postdoc
@Dartmouth
! (addn'l postdoc and PhD opportunities below). Please help share widely!
We'll be combining empirical, LLM-driven, and modeling approaches to politics and public health. Start date flexible!
Apps due 12/12/2023
An interesting new paper in
@PNASNexus
, "Complex Systems of Secrecy: The Offshore Networks of Oligarchs", uses data from leaked documents to examine the network structure of wealth managers and the oligarchs they serve.
Press:
Excited to share our preprint on elitism and inequality in mathematics, a network analysis on 240k mathematicians and the elite community of Fields Medalists. (1/2)
Appreciate all RTs to help out a junior scientist!
#math
#equality
#stem
Woohoo life goals! So thrilled for my first feature on
@sciam
for this July issue in the graphic science section. Especially for one of my favorite projects that combines math, math history, and social issues.
10/10 poetic preprint release🇹🇼: Identity Collapse?
#Taiwan
Voter Realignment in the 2024 Presidential Elections (n=900k posts).
Main finding: Misalignment of partisan and national identity produced cleavage conditions for alternative candidates. 1/
My lab will study online behavior and group politics, with a focus on how algorithms restructure online networks. We will also be developing tools in modern data science & AI to stay on top of evolving multimodal communication (). 2/4
First personal essay! The High School Reunion (that No One Asked For) in
@newbloommag
. The 2020 pandemic year was devastating, but for Taiwanese kids it was also an alternative timeline where we never left the island.
#taiwan
#covid
#haikyu
#SpiderMan
#Diaspora
We’ve all heard “Asians are good at math.” In our newest paper w/
@springernature
, we find ironically at the elite level POC scholars are critically underrepresented, after analyzing a network of 240k mathematicians.
@HSScomms
#math
#fieldsmedal
#equality
QSS is hiring a postdoc
@Dartmouth
! (addn'l postdoc and PhD opportunities below). Please help share widely!
We'll be combining empirical, LLM-driven, and modeling approaches to politics and public health. Start date flexible!
Apps due 12/12/2023
Excited to present at
#PaCSS
UCLA tomorrow on information asymmetry between liberals and conservatives (w/ J. Druckman,
@emilio__ferrara
, &
@RobbWiller
), 1:30PM Luskin 4357.
Preprint: but why read when you can watch? Please swing by if interested :) !
There are also a few short-term opportunities possible. If you’re an undergrad or master student interested in social media, data journalism, online democratic spaces, or regional interest in East Asia / Taiwan, please be in touch! 3/4
My article on social contagions on multilayer networks is now published in
@appliednetsci
w/
@SpringerNature
. We study the interplay of synergy and dormancy on different topologies. Link to paper:
Synergy is beneficial in certain situations (THREAD):
Our research on offshore sanctions made the
@washingtonpost
w/
@EBHarrington
and
@dan_rockmore
! So cool to see network science that may be valuable to foreign policy and lead to targeted investigations, grateful to
@mradamtaylor
for such a great feature.
Music is often regarded as frivolous, but especially during the lockdown it was very essential, especially to mental health. Other key people in this public health network include my favorite writers
@minjinlee11
and
@alexanderchee
, and also fan account
@choi_bts2
8/n
Our work on diversity + elitism was recently featured.
I thought I'd be more optimistic in reading this again, but it's difficult in light of what's been happening in the States.
@EurekAlert
@physorg_com
@dartmouth
New paper! BLM 2020 was not just one of the biggest civil rights mobilizations, but one in which Instagram seemed to take an unprecedented role.
@DrAlliRich
,
@emilio__ferrara
and I look at what visuals were doing behind the scenes. (1/n)
Full Paper:
My first chapter in a handbook just published 😍😍 in which I made my favorite visualization of this decade.
#SailorMoon
#Python
In the name of the moon pls take a peek if you're interested in
#misinformation
, COVID and the elections.
#ASCJ
Prof
@emilio__ferrara
& doctoral students Ho-Chun Herbert Chang (
@herbschang
) & Meiqing Zhang co-authored “Social Bots and Social Media Manipulation in 2020: The Year in Review,” published in the Handbook of Computational Social Science (Routledge).
Update on our 2024 Taiwan Election work. We look into the puzzle where alt. candidates draw more uniform engagement from national id groups
Self versus group identification + pragmatic bias may explain why.
(Thank you
@ruoqiaozi
for the feature!)
This winter, I flew back to
#Taiwan
to vote, along with 100s of 1000s of first voters. Tears kept coming, unabashed in the streets, for the life we cherish, the calm we've come to love, for the democracy our parents and grandparents won for us.
Thank you, Taiwan.
#taiwan2020
"The bridge between the working class and capitalists are psychotherapists, other health professions, according to US census data." Praise Marxism.
@schochastics
#complexnetworks18
My brilliant colleague
@soyunahny
and I made a presentation
@poli_com
about Andrew Yang (and his meme worthiness). Would appreciate it if you took a look before it disappears forever😊. w/ lounge jazz!
Full vid in PoliComm: Candidate Evaluations and Leadership Images!
#ica20
Immensely grateful to my wonderful co-authors
@beckyphamtnb
and
@emilio__ferrara
for not just for this fun project, but also for my sanity during the pandemic 10/n
COVID info-sharing between politicians and health agencies as coalition advocacy now out!
More than a paper it's one of my first and favorite memories of grad school
@uscannenberg
. Thanks for leading this
@jackltang
Feixue and
@lichen_zhen
!
new pub🚨We conceptualize the info sharing dynamics between 🇺🇸
#politicians
and
#healthagencies
during
#COVID19
as a dual process of advocacy coalition and crisis/risk comm process. Free access before Oct 14:
These results suggest potentially more focused responses than the “whack-a-mole,” client-by-client approach, to pressure elites should sanctions be required. While oligarchs often grab the limelight, there is no production without the stage crew (5/5).
Is this hashtag activism? The
#BTSArmy
fandom also generated millions in donations to COVID relief,
#BLM
, and Unicef with concert refunds. So evidence of actual change. Fandoms with robust communities can become powerful forces in enacting social change. (7/n)
We show mentorship and formal recognition is critical to elevating minority identities.
Fig. 1) shows 44 of 72 Fields Medalists originate from one dense family.
Fig. 2) we also find under-represented identities resulting from reinforcing behavior.
New
@AEJMC
: Gendered Media Coverage of the 2020 Dem Party Primaries
We introduce the notion of transitive policy salience (TPS), where media comparisons with the incumbent set the policy agenda & led to indirect marginalization of women cands (1/n)
We started with a simple question early in the pandemic: who was the strongest voice in promoting mask wearing? When looking across 3.5 billion COVID tweets,
@DrTedros
's thanking
#bts
stood out especially after the
@UN
general assembly, along with
@GreysABC
Anatomy. 2/n
@DrEricDing
The overall influence of
#BTS
and you were the same on social media (K=1), but your diffusion comes from "broadcasting" (ie contagions on star networks), theirs through deeper diffusion (i.e. diffusion on lattices with a high R number)!
If AAPI month is about celebrating diversity and you merge out self-reported Taiwanese Americans (of significant volume) you might as well not report it
So if we want to design social media to encourage outgroup engagement, symmetric approaches like toxicity thresholds probably won’t work; affective and attitudinal factors should to be CAREFULLY weighted instead. (7/7)
So much thanks to the amazingly talented
@sxywu
for making this a reality (and showing me how limitless good data viz is!) and
@ClaraMoskowitz
for the care during the editorial process and wonderful writing.
Called my 84 year old grandma if she wanted to get dinner, she was already exploring food options (meatballs) with my Gramps at
#ikea
#Taiwan
She's a baller.
Excited our work on the 2020 Taiwanese elections is included in this special issue, among so many scholars I look up to! We give an overview of citizen engagement and misinfo from Taiwan and China on
#line
#ptt
and
#twitter
.
@emilio__ferrara
@samarhdr
Today is the day your faithful correspondent got the
@nytimes
to use the term "Whac-A-Mole" in a headline.
A brief essay on sanctioning Russian oligarchs' offshore $, based on my work with
@herbschang
,
@dan_rockmore
& Feng Fu in
@PNASNexus
.
@francoisfleuret
@jconorgrogan
This is interesting, but proofs are contingent on human comprehension/validation. In chess you just need to win (per
@mimrocker
why GMs prefer Stockfish), and move sequences often feel "alien." A proof is only sound if a human can make sense of it.
Lastly, 26 of the 44 Russian Oligarchs sanctioned last March/April can be connected through just ~120 nodes. Along with included tables, these suggest oligarchs have a tendency to trust the same wealth managers, converging toward boutique management firms (4/5).
Presenting a network study of
#math
theorems at
#JMM2020
using Wikipedia data. Please stop by to see algebraist vs analyst & pure vs applied drama.
#fighton
Figure 1: Analysis bridges pure and applied, but using physics as a stepping stone.
Gold Coast 2020 was supposed to be my cohort’s first
#ICA
(we had motivational kangaroos in the office). 4 years later it’s finally happening at
#ica24
!
If interested, I’ll be presenting the following below at CAT, PoliComm, and InfoSys 👇
currently serving as the executive editor of a new journal Journal of Taiwan Politics. We are currently CFP ! If you have any interesting project, short piece, null results on Taiwan and Asian politics, welcome to contribute to our journal!
Published my
@InfAtEd
master's dissertation "Mulit-issue negotiation with Deep Reinforcement Learning" at an awkward time during the elections.
Available open-access for only 10 more days, so would appreciate a look or reshare😊! Main findings below 👇
Last night, we recognized our top student paper submission for
#ICA23
- Birds of a Feather Play Together: Individualism, Player Homophily, and We’ll-Being in a Massively Multiplayer Online Mobile Game. Congrats, team!
Main take away: With careful consideration of the criteria for prize-giving, we can choose not to reinforce the existing elite and instead reshape its definition.
Special thanks to
@davidjeong
@melisa_chuong
@SierraBray
for feedback and support :). So glad it's finally out!
Factoring group animosity, we find while toxicity increases virality (in line with
@steverathje2
), conservatives react negatively toward toxicity from the out-group (Democrat elites). This is a fundamental asymmetry. (5/7)
Which GPU(s) to Get for Deep Learning - I especially appreciate the advice for people who are looking for the cheapest DL GPUs possible (used RTX2060/2070 for $300-400)
The results imply some typology of info. bubbles: polarized views vs limited content. Given homophily (
@mwojcieszak
), liberals are likely exposed to more politically diverse but toxic content, while conservatives receive more politically homogeneous and less toxic content. (6/7)
The Cena apology for (accurately) referring to Taiwan as a country, presumably done so as to not hurt the release of Universal's "Fast & Furious 9" in China, is just the latest example of US corporations acceding to the CCP's will. More coming up on
@TheLeadCNN
Key finding 1: From our 7 million tweet subset, 16 tweets by health officials with K-Pop generated 234k retweets; the 2,144 without K-Pop generated 282K. In other words, adding K-Pop, especially
#BTS
increased public health outreach by 111 times. 3/n
@catielila
My granddad is sort of deaf so lip reads best in Taiwanese.
Uncles still think it’s cute when I try during family gatherings though🙃, but are warming up to it.
Phenomenal
#ica20
talk by
@streetAcademic
and
@davidjeong
on how mentorships shapes the production of communication science – you need to check it out.
A very important step towards understanding biases and the structural forces that influence knowledge creation in
#comm
!
It covers our paper on Elitism in Mathematics and Inequality, where we conduct network analysis on 240k mathematicians and the elite community of Fields Medalist, and also use some ML to look at lingo-ethnic identity.
We find nation-level oligarch networks share scale-free structures—though usually robust, knocking out the right intermediaries could significantly restrict access to wealth. Moreover, autocratic countries seem particularly vulnerable (2/5).
@thesickish
@emilio__ferrara
@RobbWiller
Thank you for catching this, I miscaptioned that: As Democrats tweet about Rep. owned issues, audience diversity increases; Republican diversity remains relatively constant. The paper is correct!
"Team expertise diversity steadily increased between 1976 and 1996, [then] remained relatively constant."
Really awesome work w/ pragmatic yet innovative use of NLP from
@RyanWhalenCT
&
@ywu2450
. Makes you wonder if there is an optimal point of diversity for team science.
This is related to
@wearytolove
's work on the “missing middle.” Rather, what is the middle? Data suggests alt candidates are moderates by partisan id, but *not national*. Why? One reason is that Ko's supporters are younger hence TWN identity; Gou’s older support hence ROC. 5/