Kristina Lerman

Kristina Lerman

University of Southern California

H-index: 68

North America-United States

About Kristina Lerman

Kristina Lerman, With an exceptional h-index of 68 and a recent h-index of 41 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Social Networks, Data Science, Crowdsourcing, Social Computing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape

Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities

Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

Non-conservative diffusion and its application to social network analysis

Hidden in Plain Sight: Exploring the Intersections of Mental Health, Eating Disorders, and Content Moderation on TikTok

How Susceptible are Large Language Models to Ideological Manipulation?

Characterizing Online Eating Disorder Communities with Large Language Models

Evaluating resilience of urban lifelines against flooding in China using social media data

Kristina Lerman Information

University

Position

USC Information Sciences Institute

Citations(all)

20650

Citations(since 2020)

11217

Cited By

12741

hIndex(all)

68

hIndex(since 2020)

41

i10Index(all)

193

i10Index(since 2020)

122

Email

University Profile Page

University of Southern California

Google Scholar

View Google Scholar Profile

Kristina Lerman Skills & Research Interests

Social Networks

Data Science

Crowdsourcing

Social Computing

Machine Learning

Top articles of Kristina Lerman

Title

Journal

Author(s)

Publication Date

The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape

arXiv preprint arXiv:2401.06275

Siyi Guo

Zihao He

Ashwin Rao

Fred Morstatter

Jeffrey Brantingham

...

2024/1/11

Reading between the tweets: Deciphering ideological stances of interconnected mixed-ideology communities

arXiv preprint arXiv:2402.01091

Zihao He

Ashwin Rao

Siyi Guo

Negar Mokhberian

Kristina Lerman

2024/2/2

Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

arXiv preprint arXiv:2403.04085

Abhishek Anand

Negar Mokhberian

Prathyusha Naresh Kumar

Anweasha Saha

Zihao He

...

2024/3/6

Non-conservative diffusion and its application to social network analysis

Journal of Complex Networks

Rumi Ghosh

Kristina Lerman

Tawan Surachawala

Konstatin Voevodski

Shanghua Teng

2024/2/1

Hidden in Plain Sight: Exploring the Intersections of Mental Health, Eating Disorders, and Content Moderation on TikTok

arXiv preprint arXiv:2404.15457

Charles Bickham

Kia Kazemi-Nia

Luca Luceri

Kristina Lerman

Emilio Ferrara

2024/4/23

How Susceptible are Large Language Models to Ideological Manipulation?

arXiv preprint arXiv:2402.11725

Kai Chen

Zihao He

Jun Yan

Taiwei Shi

Kristina Lerman

2024/2/18

Characterizing Online Eating Disorder Communities with Large Language Models

arXiv preprint arXiv:2401.09647

Minh Duc Chu

Aryan Karnati

Zihao He

Kristina Lerman

2024/1/17

Evaluating resilience of urban lifelines against flooding in China using social media data

International Journal of Disaster Risk Reduction

Jiale Qian

Yunyan Du

Fuyuan Liang

Jiawei Yi

Nan Wang

...

2024/4/4

Whose Emotions and Moral Sentiments Do Language Models Reflect?

arXiv preprint arXiv:2402.11114

Zihao He

Siyi Guo

Ashwin Rao

Kristina Lerman

2024/2/16

IsamasRed: A Public Dataset Tracking Reddit Discussions on Israel-Hamas Conflict

arXiv preprint arXiv:2401.08202

Kai Chen

Zihao He

Keith Burghardt

Jingxin Zhang

Kristina Lerman

2024/1/16

The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition

arXiv preprint arXiv:2403.17125

Georgios Chochlakis

Alexandros Potamianos

Kristina Lerman

Shrikanth Narayanan

2024/3/25

Affective Polarization and Dynamics of Information Spread in Online Networks

Kristina Lerman

Dan Feldman

Zihao He

Ashwin Rao

2024/1/16

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

arXiv preprint arXiv:2402.05882

Gabriela Pinto

Keith Burghardt

Kristina Lerman

Emilio Ferrara

2024/2/8

Dynamics of Affective Polarization: From Consensus to Partisan Divides

arXiv preprint arXiv:2403.16940

Buddhika Nettasinghe

Allon G Percus

Kristina Lerman

2024/3/25

Leveraging label correlations in a multi-label setting: A case study in emotion

Georgios Chochlakis

Gireesh Mahajan

Sabyasachee Baruah

Keith Burghardt

Kristina Lerman

...

2023/6/4

Cpl-novid: Context-aware prompt-based learning for norm violation detection in online communities

arXiv preprint arXiv:2305.09846

Zihao He

Jonathan May

Kristina Lerman

2023/5/16

Anger breeds controversy: Analyzing controversy and emotions on reddit

Kai Chen

Zihao He

Rong-Ching Chang

Jonathan May

Kristina Lerman

2023/9/16

Measuring Online Emotional Reactions to Events

Siyi Guo

Zihao He

Ashwin Rao

Eugene Jang

Yuanfeixue Nan

...

2023/11/6

Pandemic Culture Wars: Partisan Differences in the Moral Language of COVID-19 Discussions

Ashwin Rao

Siyi Guo

Sze Yuh Nina Wang

Fred Morstatter

Kristina Lerman

2023/12/15

Clique densification in networks

Physical Review E

Haochen Pi

Keith Burghardt

Allon G Percus

Kristina Lerman

2023/4/26

See List of Professors in Kristina Lerman University(University of Southern California)

Co-Authors

H-index: 106
Shrikanth (Shri) Narayanan

Shrikanth (Shri) Narayanan

University of Southern California

H-index: 73
Emilio Ferrara

Emilio Ferrara

University of Southern California

H-index: 50
Aram Galstyan

Aram Galstyan

University of Southern California

H-index: 32
Fred Morstatter

Fred Morstatter

University of Southern California

H-index: 21
Rumi Ghosh

Rumi Ghosh

University of Southern California

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