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<!DOCTYPE html>
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<title>[ Jisun An ]</title>
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<h2 class="page-header">Publications</h2>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># "This is Fake News": Characterizing the Spontaneous Debunking from Twitter Users to COVID-19 False Information</b><br>
<font size="3.5">
Kunihiro Miyazaki, Takayuki Uchiba, Kenji Tanaka, Jisun An, Haewoon Kwak, and Kazutoshi Sasahara<br>
<em>ICWSM 2023 (To appear)</em> <br>
<!-- <a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a> -->
<a href="https://arxiv.org/abs/2203.14242">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate Speech</b><br>
<font size="3.5">
Fan Huang, Haewoon Kwak, Jisun An <br>
<em>ACM Web Conference (Short paper) 2023 (To appear)</em> <br>
<!-- <a href="">Link</a> | <a href="">PDF</a> | <a href="https://arxiv.org/abs/2302.07736">arXiv</a> -->
<a href="https://arxiv.org/abs/2302.07736">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Chain of Explanation: New Prompting Method to Generate Higher Quality Natural Language Explanation for Implicit Hate Speech</b><br>
<font size="3.5">
Fan Huang, Haewoon Kwak, Jisun An <br>
<em>ACM Web Conference (Short paper) 2023 (To appear)</em> <br>
<!-- <a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a> -->
<a href="https://arxiv.org/abs/2209.04889">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Political Wearing Masks Implies Refuting Trump?: Towards Target-specific User Stance Prediction across Events in COVID-19 and US Election 2020</b><br>
<font size="3.5">
Hong Zhang, Haewoon Kwak, Wei Gao, Jisun An <br>
<em>ACM Web Science Conference (WebSci) 2023 (To appear)</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Political Honeymoon Effect on Social Media: Characterizing Social Media Reaction to the Changes of Prime Minister in Japan</b><br>
<font size="3.5">
Kunihiro Miyazaki, Taichi Murayama, Akira Matsui, Masaru Nishikawa, Takayuki Uchiba, Haewoon Kwak, Jisun An<br>
<em>ACM Web Science Conference (WebSci) 2023 (To appear)</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Characterizing Spontaneous Ideation Contest on Social Media: Case Study on the Name Change of Facebook to Meta</b><br>
<font size="3.5">
Kunihiro Miyazaki, Takayuki Uchiba, Haewoon Kwak, Jisun An<br>
<em>Big Data (Short paper) 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Who is Missing? Characterizing the Participation of Different Demographic Groups in a Korean Nationwide Daily Conversation Corpus</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Kunwoo Park<br>
<em>ICWSM (Short paper) 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Measuring 9 Emotions of News Posts from 8 News Organizations across 4 Social Media Platforms for 8 Months</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, and Bernard J. Jansen<br>
<em>ACM Transactions on Social Computing 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># What Really Matters?: Characterising and Predicting User Engagement of News Postings using Multiple Platforms, Sentiments and Topics</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, and Bernard J. Jansen<br>
<em>Behaviour & Information Technology 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Storm the Capitol: Linking Offline Political Speech and Online Twitter Extra-Representational Participation on QAnon and the January 6 Insurrection</b><br>
<font size="3.5">
Claire Seungeun Lee, Juan Merizalde, John D Colautti, Jisun An, Haewoon Kwak<br>
<em>Frontiers in Sociology 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Modeling political activism around gun debate via social media</b><br>
<font size="3.5">
Yelena Mejova, Jisun An, Gianmarco De Francisci Morales, and Haewoon Kwak<br>
<em>ACM Transactions on Social Computing 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Precision Public Health Campaign: Delivering Persuasive Messages to Relevant Segments Through Targeted Advertisements on Social Media</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Hanya M. Qureshi, and Ingmar Weber<br>
<em>JMIR Formative Research 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Predicting Anti-Asian Hateful Users on Twitter during COVID-19</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Claire Seungeun Lee, Bogang Jun, and Yong-Yeol Ahn<br>
<em>EMNLP-IJCNLP Findings 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Estimating Homophily in Social Networks Using Dyadic Predictions</b><br>
<font size="3.5">
George Berry, Antonio Sirianni, Ingmar Weber, Jisun An, and Michael Macy<br>
<em>Sociological Science 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># FrameAxis: Characterizing Framing Bias and Intensity with Word Embedding</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Yong-Yeol Ahn <br>
<em>PeerJ Computer Science 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Populist Supporters on Reddit: A Comparison of Content and Behavioral Patterns Within Publics of Supporters of Donald Trump and Hillary Clinton</b><br>
<font size="3.5">
Andreas Jungherr, Oliver Posegga, Jisun An<br>
<em>Social Science Computer Review 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Knowledge and Anxiety about COVID-19 in the State of Qatar, and the Middle East and North Africa Region--A Cross Sectional Study</b><br>
<font size="3.5">
Sathyanarayanan Doraiswamy, Sohaila Cheema, Patrick Maisonneuve, Amit Abraham, Ingmar Weber, Jisun An, Albert B. Lowenfels, and Ravinder Mamtani<br>
<em>International Journal of Environmental Research and Public Health 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement</b><br>
<font size="3.5">
Kunwoo Park, Haewoon Kwak, Jisun An, Sanjay Chawla<br>
<em>ICWSM 2021</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Identifying and Characterizing Alternative News Media on Facebook</b><br>
<font size="3.5">
Samuel S. Guimares, Julio C. S. Reis, Lucas Lima, Filipe N. Ribeiro, Marisa Vasconcelos, Jisun An, and Haewoon Kwak, Fabrcio Benevenuto<br>
<em>ASONAM 2020</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># A Systematic Media Frame Analysis of 1.5 Million New York Times Articles from 2000 to 2017</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Yong-Yeol Ahn <br>
<em>ACM Web Science Conference (WebSci) 2020</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context</b><br>
<font size="3.5">
Ramy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed Ali, James Glass, Preslav Nakov <br>
<em>ACL 2020</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Empirical Evaluation of Three Common Assumptions in Building Political Media Bias Datasets</b><br>
<font size="3.5">
Soumen Ganguly, Juhi Kulshrestha, Jisun An, Haewoon Kwak <br>
<em>ICWSM 2020</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Persona Perception Scale: Development and Exploratory Validation of an Instrument for Evaluating Individuals' Perceptions of Personas</b><br>
<font size="3.5">
Joni Salminen, Joao M. Santos, Haewoon Kwak, Jisun An, Soon-gyo Jung, Bernard J. Jansen <br>
<em>International Journal of Human-Computer Studies 2020</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Tanbih: Get To Know What You Are Reading</b><br>
<font size="3.5">
Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Jisun An, Haewoon Kwak, Todor Staykovski, Israa Jaradat, Georgi Karadzhov, Ramy Baly, Kareem Darwish, James Glass, Preslav Nakov <br>
<em>EMNLP-IJCNLP (System Demonstrations) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># View, Like, Comment, Post: Analyzing User Engagement by Topic at 4 Levels across 5 Social Media Platforms for 53 News Organizations</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen <br>
<em>ICWSM 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Political Discussions in Homogeneous and Cross-Cutting Communication Spaces</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Oliver Posegga, Andreas Jungherr <br>
<em>ICWSM 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># The Challenges of Creating Engaging Content: Results from a Focus Group Study of a Popular News Media Organization</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen <br>
<em>CHI (Extended Abstracts) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Stylistic Features Usage: Similarities and Differences Using Multiple Social Networks</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen <br>
<em>Social Informatics (SocInfo) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Social media mining for journalism</b><br>
<font size="3.5">
Arkaitz Zubiaga, Bahareh Heravi, Jisun An, Haewoon Kwak <br>
<em>Online Information Review 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Predicting Audience Engagement Across Social Media Platforms in the News Domain</b><br>
<font size="3.5">
Kholoud Khalil Aldous, Jisun An, Bernard J. Jansen <br>
<em>Social Informatics (SocInfo) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Gender and Racial Diversity in Commercial Brands' Advertising Images on Social Media</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak <br>
<em>Social Informatics (SocInfo) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Discursive Power in Contemporary Media Systems: A Comparative Framework</b><br>
<font size="3.5">
Andreas Jungherr, Oliver Posegga, Jisun An <br>
<em>The International Journal of Press/Politics (IJPP) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Confusion Prediction from Eye-Tracking Data: Experiments with Machine Learning</b><br>
<font size="3.5">
Joni Salminen, Mridul Nagpal, Haewoon Kwak, Jisun An, Soon-gyo Jung, Bernard J. Jansen<br>
<em>Information Systems and Technologies (IST) 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Automatic Persona Generation for Online Content Creators: Conceptual Rationale and a Research Agenda</b><br>
<font size="3.5">
Joni Salminen, Bernard J. Jansen, Jisun An, Haewoon Kwak, Soon-Gyo Jung<br>
<em>Personas - User Focused Design 2019</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media</b><br>
<font size="3.5">
Managing Editor, Jisun An, Rumi Chunara, David J. Crandall, Darian Frajberg, Megan French, Bernard J. Jansen, Juhi Kulshrestha, Yelena Mejova, Daniel M. Romero, Joni Salminen, Amit Sharma, Amit Sheth, Chenhao Tan, Samuel Hardman Taylor, Sanjaya Wijeratne<br>
<em>AI Magazine 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Imaginary People Representing Real Numbers: Generating Personas from Online Social Media Data</b><br>
<font size="3.5">
J. An, H. Kwak, S. Jung, J. Salminen, M. Admad, B. Jansen <br>
<em>ACM Transactions on the Web (TWEB) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Yong-Yeol Ahn <br>
<em>ACL 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># What We Read, What We Search: Media Attention and Public Attention Among 193 Countries</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen <br>
<em>WWW 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Persona Perception Scale: Developing and Validating an Instrument for Human-Like Representations of Data</b><br>
<font size="3.5">
Joni Salminen, Haewoon Kwak, João M. Santos, Soon-Gyo Jung, Jisun An, Bernard J. Jansen <br>
<em>CHI (Extended Abstracts) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># From 2,772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas</b><br>
<font size="3.5">
Joni Salminen, Sercan Şengün, Haewoon Kwak, Bernard J Jansen, Jisun An, Soon-gyo Jung, Sarah Vieweg, D Fox Harrell <br>
<em>First Monday 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Fixation and Confusion: Investigating Eye-Tracking Participants' Exposure to Information in Personas</b><br>
<font size="3.5">
Joni Salminen, Bernard J. Jansen, Jisun An, Soon-Gyo Jung, Lene Nielsen, Haewoon Kwak<br>
<em>CHIIR 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Findings of a User Study of Automatically Generated Personas</b><br>
<font size="3.5">
Joni Salminen, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen<br>
<em>Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems (CHI) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Diversity in Online Advertising: A Case Study of 69 Brands on Social Media</b><br>
<font size="3.5">
Jisun An, Ingmar Weber<br>
<em>Social Informatics (SocInfo) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Soon-gyo Jung, Joni Salminen, Bernard J Jansen<br>
<em>Social Network Analysis and Mining (SNAM) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Automatic Persona Generation (APG): A Rationale and Demonstration</b><br>
<font size="3.5">
Soon-gyo Jung, Joni Salminen, Haewoon Kwak, Jisun An, Bernard J. Jansen<br>
<em>Proceedings of the 2018 Conference on Human Information Interaction & Retrieval (CHIIR) 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race</b><br>
<font size="3.5">
Soon-gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard Jansen<br>
<em>ICWSM 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Are personas done?: Evaluating the usefulness of personas in the age of online analytics</b><br>
<font size="3.5">
Joni Salminen, Bernard J Jansen, Jisun An, Haewoon Kwak, Soon-Gyo Jung<br>
<em>Persona Studies 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media</b><br>
<font size="3.5">
Joni Salminen, Hind Almerekhi, Milica Milenković, Soon-gyo Jung, Jisun An, Haewoon Kwak, Bernard Jansen<br>
<em>ICWSM 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># 'Is More Better?': Impact of Multiple Photos on Perception of Persona Profiles</b><br>
<font size="3.5">
Joni Salminen, Lene Nielsen, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Bernard J. Jansen<br>
<em>CHI 2018</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Reports of the Workshops Held at the 2017 International AAAI Conference on Web and Social Media</b><br>
<font size="3.5">
Jisun An, Giovanni Luca Ciampaglia, Nir Grinberg, Kenneth Joseph, Alexios Mantzarlis, Gregory Maus, Filippo Menczer, Nicholas Proferes, Brooke Foucault Welles<br>
<em>AI Magazine 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Leveraging Social Analytics Data for Identifying Customer Segments for Online News Media</b><br>
<font size="3.5">
B. J. Jansen, S. Jung, J. Salminen, J. An, H. Kwak<br>
<em>2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Generating Cultural Personas from Social Data: A Perspective of Middle Eastern Users</b><br>
<font size="3.5">
J. Salminen, S. Sengün, H. Kwak, B. Jansen, J. An, S. Jung, S. Vieweg, D. F. Harrell<br>
<em>2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Who Are Your Users? Comparing Media Professionals' Preconception of Users to Data-Driven Personas</b><br>
<font size="3.5">
Lene Nielsen, Soon-Gyo Jung, Jisun An, Joni Salminen, Haewoon Kwak, Bernard J. Jansen <br>
<em>Proceedings of the 29th Australian Conference on Computer-Human Interaction 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># What Gets Media Attention and How Media Attention Evolves Over Time: Large-Scale Empirical Evidence from 196 Countries</b><br>
<font size="3.5">
Jisun An, Haewon Kwak <br>
<em>WWW 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Viewed by too many or viewed too little: Using information dissemination for audience segmentation</b><br>
<font size="3.5">
Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen, Jisun An, Haewoon Kwak <br>
<em>Proceedings of the Association for Information Science and Technology (ASIS&T) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Reports of the Workshops Held at the 2016 International AAAI Conference on Web and Social Media</b><br>
<font size="3.5">
Jisun An, David J. Crandall, Roman Fedorov, Casey Fiesler, Fabio Giglietto, Bahareh Heravi, Jessica Pater, Konstantinos Pelechrinis, Daniele Quercia, Katrin Weller, Arkaitz Zubiaga <br>
<em>AI Magazine 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Personas for Content Creators via Decomposed Aggregate Audience Statistics</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Bernard J. Jansen <br>
<em>ASONAM 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Persona Generation from Aggregated Social Media Data</b><br>
<font size="3.5">
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Moeed Ahmad, Lene Nielsen, Bernard J. Jansen<br>
<em>CHI (Extended Abstracts) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Multiplex Media Attention and Disregard Network among 129 Countries</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An<br>
<em>ASONAM 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Multidimensional Analysis of the News Consumption of Different Demographic Groups on a Nationwide Scale</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak<br>
<em>Social Informatics (SocInfo) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Inferring social media users' demographics from profile pictures: A Face++ analysis on Twitter users</b><br>
<font size="3.5">
Soon-Gyo Jung, Jisun An, Haewoon Kwak, Joni Salminen, Bernard J Jansen<br>
<em>Proceedings of 17th International Conference on Electronic Business 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Demographics of News Sharing in the U.S. Twittersphere</b><br>
<font size="3.5">
Julio C.S. Reis, Haewoon Kwak, Jisun An, Johnnatan Messias, Fabrício Benevenuto<br>
<em>Hypertext 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Data-Driven Approach to Measuring the Level of Press Freedom Using Media Attention Diversity from Unfiltered News</b><br>
<font size="3.5">
Jisun An, Haewon Kwak<br>
<em>NECO 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Convergence of Media Attention Across 129 Countries</b><br>
<font size="3.5">
Jisun An, Hassan Aldarbesti, Haewoon Kwak<br>
<em>Social Informatics (SocInfo) 2017</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Validating social media data for automatic persona generation</b><br>
<font size="3.5">
J. An, H. Kwak, B. J. Jansen<br>
<em>2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Towards Automatic Persona Generation Using Social Media</b><br>
<font size="3.5">
J. An, H. Cho, H. Kwak, M. Z. Hassen, B. J. Jansen<br>
<em>2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW) 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Two Tales of the World: Comparison of Widely Used World News Datasets GDELT and EventRegistry</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An<br>
<em>NECO 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Revealing the Hidden Patterns of News Photos: Analysis of Millions of News Photos through GDELT and Deep Learning-based Vision APIs</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An<br>
<em>NECO 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea</b><br>
<font size="3.5">
Soo-Yong Shin, Dong-Woo Seo, Jisun An, Haewoon Kwak, Sung-Han Kim, Jin Gwack, Min-Woo Jo<br>
<em>Scientific reports 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Are You Charlie or Ahmed? Cultural Pluralism in Charlie Hebdo Response on Twitter</b><br>
<font size="3.5">
Jisun An, Haewoon Kwak, Yelena Mejova, Sonia Alonso Saenz De Oger, Braulio Gomez Fortes<br>
<em>ICWSM 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># #greysanatomy vs. #yankees: Demographics and Hashtag Use on Twitter</b><br>
<font size="3.5">
Jisun An, Ingmar Weber<br>
<em>ICWSM 2016</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Whom should we sense in social sensing-analyzing which users work best for social media now-casting</b><br>
<font size="3.5">
Jisun An, Ingmar Weber<br>
<em>EPJ Data Science 2015</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Consumers and suppliers: attention asymmetries. A case study of Al Jazeera's news coverage and comments</b><br>
<font size="3.5">
S. Abbar, A. Jisun, H. Kwak, M. Yacine, B. H. Javier<br>
<em>Computational Journalism Symposium 2015</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Breaking the News: First Impressions Matter on Online News</b><br>
<font size="3.5">
Julio Rieis, Fabrício de Souza, Pedro Vaz de Melo, Raquel Prates, Haewoon Kwak, Jisun An<br>
<em>ICWSM 2015</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Understanding News Geography and Major Determinants of Global News Coverage of Disasters</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An<br>
<em>Computational Journalism Symposium 2014</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Sharing political news: the balancing act of intimacy and socialization in selective exposure</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Meeyoung Cha, Krishna Gummadi, Jon Crowcroft<br>
<em>EPJ Data Science 2014</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Recommending Investors for Crowdfunding Projects</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Jon Crowcroft<br>
<em>WWW 2014</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Partisan Sharing: Facebook Evidence and Societal Consequences</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Jon Crowcroft<br>
<em>Proceedings of the Second ACM Conference on Online Social Networks (COSN) 2014</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># A first look at global news coverage of disasters by using the gdelt dataset</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An<br>
<em>Social Informatics (SocInfo) 2014</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Why Individuals Seek Diverse Opinions (or Why They Don't)</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Jon Crowcroft<br>
<em>ACM Web Science Conference (WebSci) 2013</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Why Do I Retweet It? An Information Propagation Model for Microblogs</b><br>
<font size="3.5">
Fabio Pezzoni, Jisun An, Andrea Passarella, Jon Crowcroft, Marco Conti<br>
<em>ACM Web Science Conference (WebSci) 2013</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Traditional Media Seen from Social Media</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Meeyoung Cha, Krishna Gummadi, Jon Crowcroft<br>
<em>ACM Web Science Conference (WebSci) 2013</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Fragmented Social Media: A Look into Selective Exposure to Political News</b><br>
<font size="3.5">
Jisun An, Daniele Quercia, Jon Crowcroft<br>
<em>WWW 2013</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Visualizing Media Bias through Twitter</b><br>
<font size="3.5">
Jisun An, Meeyoung Cha, Krishna Gummadi, Jon Crowcroft, Daniele Quercia<br>
<em>SocMed 2012</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Media Landscape in Twitter: A World of New Conventions and Political Diversity</b><br>
<font size="3.5">
Jisun An, Meeyoung Cha, Krishna Gummadi, Jon Crowcroft<br>
<em>ICWSM 2011</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># A social transitivity-based data dissemination scheme for opportunistic networks</b><br>
<font size="3.5">
Jaesung Ku, Yangwoo Ko, Jisun An, Dongman Lee<br>
<em>2010 IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM) 2010</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># Interference-aware routing protocol in multi-radio wireless mesh networks</b><br>
<font size="3.5">
Byoungheon Shin, Yangwoo Ko, Jisun An, Dongman Lee<br>
<em>Proceedings of the 4th international conference on future internet technologies 2009</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># A social relation aware routing protocol for mobile ad hoc networks</b><br>
<font size="3.5">
Jisun An, Yangwoo Ko, Dongman Lee<br>
<em>2009 IEEE International Conference on Pervasive Computing and Communications (PerCom) 2009</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
</div>
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<div class="col-lg-12">
<p style="line-height:135%;"><font size="3.5"> <b># FrameAxis: Characterizing Framing Bias and Intensity with Word Embedding</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Yong-Yeol Ahn <br>
<em>PeerJ 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
</font></p>
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<p style="line-height:135%;"><font size="3.5"> <b># FrameAxis: Characterizing Framing Bias and Intensity with Word Embedding</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Yong-Yeol Ahn <br>
<em>PeerJ 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
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<p style="line-height:135%;"><font size="3.5"> <b># FrameAxis: Characterizing Framing Bias and Intensity with Word Embedding</b><br>
<font size="3.5">
Haewoon Kwak, Jisun An, Yong-Yeol Ahn <br>
<em>PeerJ 2022</em> <br>
<a href="">Link</a> | <a href="">PDF</a> | <a href="">arXiv</a>
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<h4> Assymetric Tri-training for Unsupervised Domain Adaptation
</h4>
<p><em> <b>Kuniaki Saito</b>, Yoshitaka Ushiku and Tatsuya Harada <b>ICML 2017</b></em></p>
<p> Abstract.</p>
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