Journal of Computational Social Science

2018 - 2025

Current editor(s): Takashi Kamihigashi

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Volume 6, issue 2, 2023

Geo-sentiment trends analysis of tweets in context of economy and employment during COVID-19 pp. 411-441

Narendranath Sukhavasi, Janardan Misra, Vikrant Kaulgud and Sanjay Podder

COCO: an annotated Twitter dataset of COVID-19 conspiracy theories pp. 443-484

Johannes Langguth, Daniel Thilo Schroeder, Petra Filkuková, Stefan Brenner, Jesper Phillips and Konstantin Pogorelov

Framing climate change in Nature and Science editorials: applications of supervised and unsupervised text categorization pp. 485-513

Manfred Stede, Yannic Bracke, Luka Borec, Neele Charlotte Kinkel and Maria Skeppstedt

Incorporating machine learning in dispute resolution and settlement process for financial fraud pp. 515-539

Mark E. Lokanan

Perception of COVID-19 vaccination among Indian Twitter users: computational approach pp. 541-560

Prateeksha Dawn Davidson, Thanujah Muniandy and Dhivya Karmegam

Computational approach to studying media coverage of organizations pp. 561-587

Hyunsun Kim-Hahm

Predicting perceived ethnicity with data on personal names in Russia pp. 589-608

Alexey Bessudnov, Denis Tarasov, Viacheslav Panasovets, Veronica Kostenko, Ivan Smirnov and Vladimir Uspenskiy

Centre assessment grades in 2020: a natural experiment for investigating bias in teacher judgements pp. 609-653

Louis Magowan

Pulling through together: social media response trajectories in disaster-stricken communities pp. 655-706

Danaja Maldeniya, Munmun Choudhury, David Garcia and Daniel M. Romero

Grounding force-directed network layouts with latent space models pp. 707-739

Felix Gaisbauer, Armin Pournaki, Sven Banisch and Eckehard Olbrich

You are how (and where) you search? Comparative analysis of web search behavior using web tracking data pp. 741-756

Aleksandra Urman and Mykola Makhortykh

Predicting declining and growing occupations using supervised machine learning pp. 757-780

Christelle Khalaf, Gilbert Michaud and G. Jason Jolley

The impact of depression forums on illness narratives: a comprehensive NLP analysis of socialization in e-mental health communities pp. 781-802

Domonkos Sik, Márton Rakovics, Jakab Buda and Renáta Németh

What motivated mitigation policies? A network-based longitudinal analysis of state-level mitigation strategies pp. 803-815

William Fries

Detecting science-based health disinformation: a stylometric machine learning approach pp. 817-843

Jason A. Williams, Ahmed Aleroud and Danielle Zimmerman

Between news and history: identifying networked topics of collective attention on Wikipedia pp. 845-875

Patrick Gildersleve, Renaud Lambiotte and Taha Yasseri

Ethnic segregation and spatial patterns of attitudes: studying the link using register data and social simulation pp. 877-921

Thomas Feliciani, Jochem Tolsma and Andreas Flache

Multi-balanced redistricting pp. 923-941

Daryl DeFord, Elliot Kimsey and Ryan Zerr

The value of manual annotation in assessing trends of hate speech on social media: was antisemitism on the rise during the tumultuous weeks of Elon Musk’s Twitter takeover? pp. 943-971

Gunther Jikeli and Katharina Soemer

Temporal communication dynamics in the aftermath of large-scale upheavals: do digital footprints reveal a stage model? pp. 973-999

Pablo M. Flores and Martin Hilbert

Social media-based social–psychological community resilience analysis of five countries on COVID-19 pp. 1001-1032

Jaber Valinejad, Zhen Guo, Jin-Hee Cho and Ing-Ray Chen

Tweet topics on cancer among Indian Twitter users—computational approach using latent Dirichlet allocation topic modelling pp. 1033-1054

Thilagavathi Ramamoorthy and Bagavandas Mappillairaju

It’s my turn: empirical evidence of upstream indirect reciprocity in society through a quasi-experimental approach pp. 1055-1079

Shinya Obayashi, Misato Inaba, Tetsushi Ohdaira and Toko Kiyonari

Transfer learning for hate speech detection in social media pp. 1081-1101

Lanqin Yuan, Tianyu Wang, Gabriela Ferraro, Hanna Suominen and Marian-Andrei Rizoiu

Bridging the offline and online: 20 years of offline meeting data of the German-language Wikipedia pp. 1103-1124

Nicole Schwitter

Modeling economic migration on a global scale pp. 1125-1145

Eva Dziadula, John O’Hare, Carl Colglazier, Marie C. Clay and Paul Brenner

A high-dimensional approach to measuring online polarization pp. 1147-1178

Samantha C. Phillips, Joshua Uyheng and Kathleen M. Carley

Detecting multi-timescale consumption patterns from receipt data: a non-negative tensor factorization approach pp. 1179-1192

Akira Matsui, Teruyoshi Kobayashi, Daisuke Moriwaki and Emilio Ferrara

Parenting methods in relation to norm awareness, social success, and perspectives of family in adulthood pp. 1193-1214

Kazuo Nishimura, Tadashi Yagi and Makoto Yano

Japan’s monetary policy: a literature review and empirical assessment pp. 1215-1254

Masahiko Shibamoto, Wataru Takahashi and Takashi Kamihigashi

Volume 6, issue 1, 2023

Group-specific behavior change following terror attacks pp. 1-18

Jonas L. Juul, Laura Alessandretti, Jesper Dammeyer, Ingo Zettler, Sune Lehmann and Joachim Mathiesen

Enhanced sentiment analysis regarding COVID-19 news from global channels pp. 19-57

Waseem Ahmad, Bang Wang, Philecia Martin, Minghua Xu and Han Xu

Evaluating algorithmic homeless service allocation pp. 59-89

Wenting Qi and Charalampos Chelmis

A comparison of approaches for imbalanced classification problems in the context of retrieving relevant documents for an analysis pp. 91-163

Sandra Wankmüller

Did the public attribute the Flint Water Crisis to racism as it was happening? Text analysis of Twitter data to examine causal attributions to racism during a public health crisis pp. 165-190

Neslihan Bisgin, Halil Bisgin, Daniel Hummel, Jon Zelner and Belinda L. Needham

Varieties of corona news: a cross-national study on the foundations of online misinformation production during the COVID-19 pandemic pp. 191-243

Cantay Caliskan and Alaz Kilicaslan

School dropout prediction and feature importance exploration in Malawi using household panel data: machine learning approach pp. 245-287

Hazal Colak Oz, Çiçek Güven and Gonzalo Nápoles

A scoping review on the use of natural language processing in research on political polarization: trends and research prospects pp. 289-313

Renáta Németh

An AI-based framework for studying visual diversity of urban neighborhoods and its relationship with socio-demographic variables pp. 315-337

Md Amiruzzaman, Ye Zhao, Stefanie Amiruzzaman, Aryn C. Karpinski and Tsung Heng Wu

Tracking moral divergence with DDR in presidential debates over 60 years pp. 339-357

Mengyao Xu, Lingshu Hu and Glen T. Cameron

Estimating time-series changes in social sentiment @Twitter in U.S. metropolises during the COVID-19 pandemic pp. 359-388

Ryuichi Saito and Shinichiro Haruyama

User behaviors in consumer-generated media under monetary reward schemes pp. 389-409

Yutaro Usui, Fujio Toriumi and Toshiharu Sugawara

Volume 5, issue 2, 2022

Applying unsupervised machine learning to counterterrorism pp. 1099-1128

Raj Bridgelall

Posters and protesters pp. 1129-1157

Pedro Ramaciotti Morales, Jean-Philippe Cointet and Caterina Froio

Two sides of the same leader: an agent-based model to analyze the effect of ambivalent opinion leaders in social networks pp. 1159-1205

Daniel Röchert, Manuel Cargnino and German Neubaum

Identification of intimate partner violence from free text descriptions in social media pp. 1207-1233

Phan Trinh Ha, Rhea D’Silva, Ethan Chen, Mehmet Koyutürk and Günnur Karakurt

Parliamentary debate as electoral signaling pp. 1235-1255

Hiroyuki Kawakatsu

VisualCommunity: a platform for archiving and studying communities pp. 1257-1279

Suphanut Jamonnak, Deepshikha Bhati, Md Amiruzzaman, Ye Zhao, Xinyue Ye and Andrew Curtis

Interpolation of non-random missing values in financial statements’ big data using CatBoost pp. 1281-1301

Shouji Fujimoto, Takayuki Mizuno and Atushi Ishikawa

Predicting the probability of finding missing older adults based on machine learning pp. 1303-1321

Adriana L. Ruiz-Rizzo, Mario E. Archila-Meléndez and José John Fredy González Veloza

Impact of maker-taker fees on stock exchange competition from an agent-based simulation pp. 1323-1342

Mahiro Hoshino, Takanobu Mizuta, Yasuhiro Sudo and Isao Yagi

Deep diving into the S&P Europe 350 index network and its reaction to COVID-19 pp. 1343-1408

Ariana Paola Cortés Ángel and Mustafa Hakan Eratalay

Comparative analysis of social bots and humans during the COVID-19 pandemic pp. 1409-1425

Ho-Chun Herbert Chang and Emilio Ferrara

Sentimental wildfire: a social-physics machine learning model for wildfire nowcasting pp. 1427-1465

Jake Lever and Rossella Arcucci

Prediction of juvenile crime in Bangladesh due to drug addiction using machine learning and explainable AI techniques pp. 1467-1487

Meherun Nesa, Tumpa Rani Shaha and Young Yoon

From academia to policy makers: a methodology for real-time forecasting of infrequent events pp. 1489-1510

Alfred Krzywicki, David Muchlinski, Benjamin E. Goldsmith and Arcot Sowmya

Botometer 101: social bot practicum for computational social scientists pp. 1511-1528

Kai-Cheng Yang, Emilio Ferrara and Filippo Menczer

Strategic sentiments and emotions in post-Second World War party manifestos in Finland pp. 1529-1554

Juha Koljonen, Emily Öhman, Pertti Ahonen and Mikko Mattila

Text-based automatic personality prediction: a bibliographic review pp. 1555-1593

Ali-Reza Feizi-Derakhshi, Mohammad-Reza Feizi-Derakhshi, Majid Ramezani, Narjes Nikzad-Khasmakhi, Meysam Asgari-Chenaghlu, Taymaz Akan, Mehrdad Ranjbar-Khadivi, Elnaz Zafarni-Moattar and Zoleikha Jahanbakhsh-Naghadeh

Analyzing user engagement in news application considering popularity diversity and content diversity pp. 1595-1614

Atom Sonoda, Yoshifumi Seki and Fujio Toriumi

Using word embedding models to capture changing media discourses: a study on the role of legitimacy, gender and genre in 24,000 music reviews, 1999–2021 pp. 1615-1636

Stijn Daenekindt and Julian Schaap

Dynamic simulation of social media challenge participation to examine intervention strategies pp. 1637-1662

Amro Khasawneh, Kapil Chalil Madathil, Kevin M. Taaffe, Heidi Zinzow, Amal Ponathil, Sreenath Chalil Madathil, Siddhartha Nambiar, Gaurav Nanda and Patrick J. Rosopa

Lingual markers for automating personality profiling: background and road ahead pp. 1663-1707

Mohmad Azhar Teli and Manzoor Ahmad Chachoo

Linguistic, cultural, and narrative capital: computational and human readings of transfer admissions essays pp. 1709-1734

Alvero Aj, Jasmine Pal and Katelyn M. Moussavian

The gameability of redistricting criteria pp. 1735-1777

Amariah Becker and Dara Gold

Correction to: Social influence and unfollowing accelerate the emergence of echo chambers pp. 1779-1779

Kazutoshi Sasahara, Wen Chen, Hao Peng, Giovanni Luca Ciampaglia, Alessandro Flammini and Filippo Menczer

Volume 5, issue 1, 2022

#Election2020: the first public Twitter dataset on the 2020 US Presidential election pp. 1-18

Emily Chen, Ashok Deb and Emilio Ferrara

How does “A Bit of Everything American” state feel about COVID-19? A quantitative Twitter analysis of the pandemic in Ohio pp. 19-45

Cantay Caliskan

Network diffusion of competing behaviors pp. 47-68

Yuan Hsiao

A network view on reliability: using machine learning to understand how we assess news websites pp. 69-88

Tobias Blanke and Tommaso Venturini

Pursuing open-source development of predictive algorithms: the case of criminal sentencing algorithms pp. 89-109

Philip D. Waggoner and Alec Macmillen

Controversial information spreads faster and further than non-controversial information in Reddit pp. 111-122

Jasser Jasser, Ivan Garibay, Steve Scheinert and Alexander V. Mantzaris

Digital media and misinformation: An outlook on multidisciplinary strategies against manipulation pp. 123-159

Danielle Caled and Mário J. Silva

The “flat peer learning” agent-based model pp. 161-187

Philippe Collard

Colorado in context: Congressional redistricting and competing fairness criteria in Colorado pp. 189-226

Jeanne Clelland, Haley Colgate, Daryl DeFord, Beth Malmskog and Flavia Sancier-Barbosa

Measuring spatio-textual affinities in twitter between two urban metropolises pp. 227-252

Minda Hu and Mayank Kejriwal

Analyzing Twitter networks using graph embeddings: an application to the British case pp. 253-263

Miguel Won and Jorge M. Fernandes

An open software environment to make spatial access metrics more accessible pp. 265-284

James Saxon, Julia Koschinsky, Karina Acosta, Vidal Anguiano, Luc Anselin and Sergio Rey

Users roles identification on online crowdsourced Q&A platforms and encyclopedias: a survey pp. 285-317

Akrati Saxena and Harita Reddy

Battle of positioning: exploring the role of bridges in competitive diffusion pp. 319-350

Jie Gu and Yunjie Xu

An analysis of US domestic migration via subset-stable measures of administrative data pp. 351-382

Ben Klemens

Mitigation strategies against cascading failures within a project activity network pp. 383-400

Christos Ellinas, Christos Nicolaides and Naoki Masuda

Computational courtship understanding the evolution of online dating through large-scale data analysis pp. 401-426

Rachel Dinh, Patrick Gildersleve, Chris Blex and Taha Yasseri

Using word embeddings to probe sentiment associations of politically loaded terms in news and opinion articles from news media outlets pp. 427-448

David Rozado and Musa al-Gharbi

Graphical metrics for analyzing district maps pp. 449-475

Matthew P. Dube, Jesse T. Clark and Richard J. Powell

Operation gridlock: opposite sides, opposite strategies pp. 477-501

Matthew Babcock and Kathleen M. Carley

Predicting applicable law sections from judicial case reports using legislative text analysis with machine learning pp. 503-516

Souvik Sengupta and Vishwang Dave

Automation impacts on China’s polarized job market pp. 517-535

Haohui Caron Chen, Xun Li, Morgan Frank, Xiaozhen Qin, Weipan Xu, Manuel Cebrian and Iyad Rahwan

Simulating language knowledge across the EU: language regimes, language learning and consequences for linguistic disenfranchisement pp. 537-563

Marco Civico

Groups' contribution to shaping ethnic residential segregation: a dynamic approach pp. 565-589

Eduardo Tapia

Characterizing the roles of bots on Twitter during the COVID-19 infodemic pp. 591-609

Wentao Xu and Kazutoshi Sasahara

Predicting job-hopping motive of candidates using answers to open-ended interview questions pp. 611-628

Madhura Jayaratne and Buddhi Jayatilleke

The simple regularities in the dynamics of online news impact pp. 629-646

Matúš Medo, Manuel S. Mariani and Linyuan Lü

Geographies of Twitter debates pp. 647-663

Emiliano Gobbo, Lara Fontanella, Sara Fontanella and Annalina Sarra

Early warning signals from the periphery pp. 665-685

Manfred Füllsack, Daniel Reisinger, Marie Kapeller and Georg Jäger

A high-resolution temporal and geospatial content analysis of Twitter posts related to the COVID-19 pandemic pp. 687-729

Charalampos Ntompras, George Drosatos and Eleni Kaldoudi

Analyzing user-generated content using natural language processing: a case study of public satisfaction with healthcare systems pp. 731-749

Anna Ruelens

What race and gender stand for: using Markov blankets to identify constitutive and mediating relationships pp. 751-779

Rafael Quintana

How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation pp. 781-809

Umar Ali Bukar, Marzanah A. Jabar, Fatimah Sidi, Binti Nor Rnh, Salfarina Abdullah and Iskandar Ishak

Determining political interests of issue-motivated groups on social media: joint topic models for issues, sentiment and stance pp. 811-840

Sandeepa Kannangara and Wayne Wobcke

Community membership consistency applied to corporate board interlock networks pp. 841-860

Dafne E. van Kuppevelt, Rena Bakhshi, Eelke M. Heemskerk and Frank W. Takes

OCR with Tesseract, Amazon Textract, and Google Document AI: a benchmarking experiment pp. 861-882

Thomas Hegghammer

An inclusive, real-world investigation of persuasion in language and verbal behavior pp. 883-903

Vivian P. Ta, Ryan L. Boyd, Sarah Seraj, Anne Keller, Caroline Griffith, Alexia Loggarakis and Lael Medema

How he won: Using machine learning to understand Trump’s 2016 victory pp. 905-947

Zhaochen He, John Camobreco and Keith Perkins

News loopholing: Telegram news as portable alternative media pp. 949-968

Ahmed Al-Rawi

The global migration network of sex-workers pp. 969-985

Luis Rocha, Petter Holme and Claudio D G Linhares

Exploring the political pulse of a country using data science tools pp. 987-1000

Miguel G. Folgado and Veronica Sanz

Fooled by facts: quantifying anchoring bias through a large-scale experiment pp. 1001-1021

Taha Yasseri and Jannie Reher

Social media and suicide in social movements: a case study in Hong Kong pp. 1023-1040

Paul S. F. Yip and Edward Pinkney

Moderators of reputation effects in peer-to-peer online markets: a meta-analytic model selection approach pp. 1041-1067

Ruohuang Jiao, Wojtek Przepiorka and Vincent Buskens

Extracting multiple layers of social networks through a 7-month survey using a wearable device: a case study from a farming community in Japan pp. 1069-1094

Masashi Komori, Kosuke Takemura, Yukihisa Minoura, Atsuhiko Uchida, Rino Iida, Aya Seike and Yukiko Uchida

Correction to: Characterizing the roles of bots on Twitter during the COVID‑19 infodemic pp. 1095-1095

Wentao Xu and Kazutoshi Sasahara

Correction to: Mitigation strategies against cascading failures within a project activity network pp. 1097-1098

Christos Ellinas, Christos Nicolaides and Naoki Masuda