Journal of Computational Social Science

2018 - 2025

Current editor(s): Takashi Kamihigashi

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Volume 7, issue 3, 2024

Skill, status and the Matthew effect: a theoretical framework pp. 2221-2253

Mikael Bask

Small-area population forecasting in a segregated city using density-functional fluctuation theory pp. 2255-2275

Yuchao Chen, Yunus A. Kinkhabwala, Boris Barron, Matthew Hall, Tomás A. Arias and Itai Cohen

Mental disorder and suicidal ideation detection from social media using deep neural networks pp. 2277-2307

Özay Ezerceli and Rahim Dehkharghani

Early student dropout detection in Indian secondary education with special reference to selected districts in Tamil Nadu: a machine learning-based survival analysis approach pp. 2309-2331

Raghul Gandhi Venkatesan and Bagavandas Mappillairaju

Can likes returned by peers within a day improve users’ depressive/manic levels in a massive multiplayer online game? A randomized controlled trial pp. 2333-2357

Kenji Yokotani, Masanori Takano and Nobuhito Abe

A survey of Emotional Artificial Intelligence and crimes: detection, prediction, challenges and future direction pp. 2359-2402

Tala Talaei Khoei and Aditi Singh

Uncovering electric vehicle ownership disparities using K-means clustering analysis: A case study of Austin, Texas pp. 2403-2456

Seung Jun Choi and Junfeng Jiao

Comparing location-specific and location-open social media data: methodological lessons from a study of blaming of minorities on Twitter during the COVID-19 pandemic pp. 2457-2479

Shiyi Zhang, Panayiota Tsatsou, Lauren McLaren and Yimei Zhu

Digital intermediaries in pandemic times: social media and the role of bots in communicating emotions and stress about Coronavirus pp. 2481-2504

Suzanne Elayan and Martin Sykora

Spatialising ‘carceral mobilities’: extracting census data for analysis of prisoner inflow, transfer and release pp. 2505-2533

Gezhi Xiu, Jennifer Turner and Thilo Gross

A modelling study to explore the effects of regional socio-economics on the spreading of epidemics pp. 2535-2562

Jan E. Snellman, Rafael A. Barrio, Kimmo K. Kaski and Maarit J. Korpi–Lagg

Tackling transparency in UK politics: application of large language models to clustering and classification of UK parliamentary divisions pp. 2563-2589

Joshua Lilley and Stuart Townley

Opinion dynamics models describing the emergence of polarization phenomena pp. 2591-2612

Maria Letizia Bertotti and Marco Menale

Social influence dynamics for image segmentation: a novel pixel interaction approach pp. 2613-2642

Erik Cuevas, Alberto Luque, Fernando Vega, Daniel Zaldívar and Jesús López

Multidimensional inequality in Chinese economics academia pp. 2643-2676

Qirui Ju

Polarized collaboration benefits knowledge production: empirical analyses of the mediating effect of co-production pattern in Wikipedia articles on climate change pp. 2677-2699

Kunhao Yang and Mengyuan Fu

Sharing is caring? How moral foundation frames drive the sharing of corrective messages and misinformation about COVID-19 vaccines pp. 2701-2733

Aimei Yang, Alvin Zhou, Jieun Shin, Ke Huang-Isherwood, Wenlin Liu, Chuqing Dong, Eugene Lee and Jingyi Sun

A tale of four cities: Exploring security through environmental characteristics of CCTV equipment placement pp. 2735-2766

Dmitriy Serebrennikov and Dmitriy Skougarevskiy

A comprehensive review of visual–textual sentiment analysis from social media networks pp. 2767-2838

Israa Khalaf Salman Al-Tameemi, Mohammad-Reza Feizi-Derakhshi, Saeed Pashazadeh and Mohammad Asadpour

Impact of arbitrage trading between an ETF and its underlying assets on market liquidity of their markets using an agent-based simulation pp. 2839-2870

Xin Guan, Takanobu Mizuta and Isao Yagi

Towards a taxonomy of team workflow structures pp. 2871-2895

Sean M. Fitzhugh

The geopolitics of vaccine media representation in Orbán’s Hungary—an AI-supported sentiment analysis pp. 2897-2920

Miklós Sebők, Orsolya Ring, Márk György Kis, Martin Balázs Bánóczy and Ágnes Dinnyés

Volume 7, issue 2, 2024

Understanding the social construction of juvenile delinquency: insights from semantic analysis of big-data historical newspaper collections pp. 1095-1137

Yu Zhang, Adam Davies and ChengXiang Zhai

The coordination network toolkit: a framework for detecting and analysing coordinated behaviour on social media pp. 1139-1160

Timothy Graham, Sam Hames and Elizabeth Alpert

The impact of politicians’ behaviors on hate speech spread: hate speech adoption threshold on Twitter in Japan pp. 1161-1186

Taehee Kim and Yuki Ogawa

Content and interaction-based mapping of Reddit posts related to information security pp. 1187-1222

Konstantinos Charmanas, Nikolaos Mittas and Lefteris Angelis

Communicating Europe: a computational analysis of the evolution of the European Commission’s communication on Twitter pp. 1223-1274

Roberta Rocca, Katharina Lawall, Manos Tsakiris and Laura Cram

Applications of Bayesian networks in assessing the effects of family resilience on caregiver behavioral problems, depressive symptoms, and burdens pp. 1275-1303

Amanda M. Y. Chu, Lupe S. H. Chan, Stephen S. Y. Chang, Agnes Tiwari, Helina Yuk and Mike K. P. So

Hostility on Twitter in the aftermath of terror attacks pp. 1305-1325

Christian S. Czymara and Anastasia Gorodzeisky

Is from ought? A comparison of unsupervised methods for structuring values-based wisdom-of-crowds estimates pp. 1327-1377

Nathan Brugnone, Noam Benkler, Peter Revay, Rebecca Myhre, Scott Friedman, Sonja Schmer-Galunder, Steven Gray and James Gentile

A text mining and machine learning study on the trends of and dynamics between collective action and mental health in politically polarized online environments pp. 1379-1401

Calvin Lam and Christian S. Chan

Combining the strengths of Dutch survey and register data in a data challenge to predict fertility (PreFer) pp. 1403-1431

Elizaveta Sivak, Paulina Pankowska, Adriënne Mendrik, Tom Emery, Javier Garcia-Bernardo, Seyit Höcük, Kasia Karpinska, Angelica Maineri, Joris Mulder, Malvina Nissim and Gert Stulp

Classical-quantum hybrid transfer learning for adverse drug reaction detection from social media posts pp. 1433-1450

Arijit Dey, Jitendra Nath Shrivastava and Chandan Kumar

International mobility between the UK and Europe around Brexit: a data-driven study pp. 1451-1482

Alina Sîrbu, Diletta Goglia, Jisu Kim, Paul Maximilian Magos, Laura Pollacci, Spyridon Spyratos, Giulio Rossetti and Stefano Iacus

Detection and context reconstruction of sub-events that influence the course of a news event from microblog discussions pp. 1483-1517

Angel Petricia Vijayakumar and V. Mary Anita Rajam

The ripple effect of retraction on an author’s collaboration network pp. 1519-1531

Kiran Sharma and Satyam Mukherjee

Mapping the landscape of blockchain technology: a bibliometric analysis pp. 1533-1553

Mahima Habil, Saransh Kumar Srivastav and Pooja Thakur

Comparing nine machine learning classifiers for school-dropouts using a revised performance measure pp. 1555-1597

Sahar Saeed Rezk and Kamal Samy Selim

Influence of emotions on coping behaviors in crisis: a computational analysis of the COVID-19 outbreak pp. 1599-1623

Hao Xu, Smitha Muthya Sudheendra, Jisu Huh, Aadesh Salecha and Jaideep Srivastava

Aligning agent-based testing (ABT) with the experimental research paradigm: a literature review and best practices pp. 1625-1644

Patrick Schwabl, Mario Haim and Julian Unkel

A comprehensive review on insider trading detection using artificial intelligence pp. 1645-1664

Prashant Priyadarshi and Prabhat Kumar

Exploring determinants of school dropout across regions in India: a comprehensive meta-analysis pp. 1665-1697

Raghul Gandhi Venkatesan, Dhivya Karmegam and Bagavandas Mappillairaju

Morality and partisan social media engagement: a natural language examination of moral political messaging and engagement during the 2018 US midterm elections pp. 1699-1726

Meng-Jie Wang, Kumar Yogeeswaran, Kyle Nash and Sivanand Sivaram

Propositional claim detection: a task and dataset for the classification of claims to truth pp. 1727-1752

Sami Nenno

Advancing language models through domain knowledge integration: a comprehensive approach to training, evaluation, and optimization of social scientific neural word embeddings pp. 1753-1793

Fabian Stöhr

Is meritocracy just? New evidence from Boolean analysis and Machine learning pp. 1795-1821

Khanh Duong

Fast meta-analytic approximations for relational event models: applications to data streams and multilevel data pp. 1823-1859

Fabio Vieira, Roger Leenders and Joris Mulder

A big data analysis of the adoption of quoting encouragement policy on Twitter during the 2020 U.S. presidential election pp. 1861-1893

Amirhosein Bodaghi and Jonathan J. H. Zhu

Patterns of stability in complex contagions pp. 1895-1911

Daniel Reisinger, Fabian Tschofenig, Raven Adam, Marie Lisa Kogler, Manfred Füllsack, Fabian Veider and Georg Jäger

A machine learning approach to detect collusion in public procurement with limited information pp. 1913-1935

Bedri Kamil Onur Tas

A model-based boosting approach to risk factors for physical intimate partner violence against women and girls in Mexico pp. 1937-1963

Juan Armando Torres Munguía

Mentions of prejudice in news media – an international comparison pp. 1965-1983

David Rozado

Empowering users in minimizing air pollution exposure during travel: a scalable algorithmic solution pp. 1985-2004

Pratham Manja, Noel Jacob Abraham, Raghav Chugh, Pradhyumna Joshi and Sudeepa Roy Dey

Impact of technostress and work-family conflict on turnover intention among nurses in Bangladesh: a moderation effect of perceived supervisor support pp. 2005-2028

Kazi Omar Siddiqi

Forecasting executive approval with social media data: opportunities, challenges and limitations pp. 2029-2065

Juan S. Gómez Cruces

The AI community building the future? A quantitative analysis of development activity on Hugging Face Hub pp. 2067-2105

Cailean Osborne, Jennifer Ding and Hannah Rose Kirk

Estimating the command hierarchy of a drug trafficking group based on criminals’ telecommunication network pp. 2107-2120

Yen-Sheng Chiang, Po-Yuan Chang and Ben-Chang Shia

MAS-Bench: a benchmarking for parameter calibration of multi-agent crowd simulation pp. 2121-2145

Shusuke Shigenaka, Shunki Takami, Yuki Tanigaki, Shuhei Watanabe and Masaki Onishi

The digital trail of Ukraine’s 2022 refugee exodus pp. 2147-2193

Nathan Wycoff, Lisa O. Singh, Ali Arab, Katharine M. Donato and Helge Marahrens

On how breaking traffic rules affects vehicle flow pp. 2195-2215

Krista S. Diaz-Mena, Liuba Kogan and Luciano Stucchi

Correction to: Polysemy and the sociolinguistics of policy ideas: resilience, sustainability and wellbeing 2000–2020 pp. 2217-2217

Ayan-Yue Gupta

Correction to: The AI community building the future? A quantitative analysis of development activity on Hugging Face Hub pp. 2219-2220

Cailean Osborne, Jennifer Ding and Hannah Rose Kirk

Volume 7, issue 1, 2024

The variant of efforts avoiding strain: successful correction of a scientific discourse related to COVID-19 pp. 1-21

Dongwoo Lim, Fujio Toriumi, Mitsuo Yoshida, Mikihito Tanaka and Kunhao Yang

Predictive insights: leveraging Twitter sentiments and machine learning for environmental, social and governance controversy prediction pp. 23-44

Yasemin Lheureux

A study of the effect of influential spreaders on the different sectors of Indian market and a few foreign markets: a complex networks perspective pp. 45-85

Anwesha Sengupta, Shashankaditya Upadhyay, Indranil Mukherjee and Prasanta K. Panigrahi

Integrating the gender dimension to disclose the degree of businesses’ articulation of innovation pp. 87-123

Giacomo Tollo, Joseph Andria, Stoyan Tanev and Sara Ghilardi

A fuzzy set extension of Schelling’s spatial segregation model pp. 125-144

Atsushi Ishida

Automated measures of sentiment via transformer- and lexicon-based sentiment analysis (TLSA) pp. 145-170

Xinyan Zhao and Chau-Wai Wong

Exploring statistical approaches for predicting student dropout in education: a systematic review and meta-analysis pp. 171-196

Raghul Gandhi Venkatesan, Dhivya Karmegam and Bagavandas Mappillairaju

Regional contagion in health behaviors: evidence from COVID-19 vaccination modeling in England with social network theorem pp. 197-216

Yiang Li, Xingzuo Zhou and Zejian Lyu

The risk co-de model: detecting psychosocial processes of risk perception in natural language through machine learning pp. 217-239

Valentina Rizzoli

An empirical study of sentiment analysis utilizing machine learning and deep learning algorithms pp. 241-257

Betul Erkantarci and Gokhan Bakal

Impact of income inequality on health and education in Africa: the long-run role of public spending with short-run dynamics pp. 259-304

Tonmoy Chatterjee, Ghirmai Tesfamariam Teame and Sharmi Sen

Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity pp. 305-330

Rupert Kiddle, Petter Törnberg and Damian Trilling

Polysemy and the sociolinguistics of policy ideas: resilience, sustainability and wellbeing 2000–2020 pp. 331-360

Ayan-Yue Gupta

Telegram channels covering Russia’s invasion of Ukraine: a comparative analysis of large multilingual corpora pp. 361-384

Anton Oleinik

Identifying early help referrals for local authorities with machine learning and bias analysis pp. 385-403

Eufrásio de A. Lima Neto, Jonathan Bailiss, Axel Finke, Jo Miller and Georgina Cosma

Anti-vaccine rabbit hole leads to political representation: the case of Twitter in Japan pp. 405-423

Fujio Toriumi, Takeshi Sakaki, Tetsuro Kobayashi and Mitsuo Yoshida

Intra-family links in the analysis of marital networks pp. 425-449

J. J. Merelo and M. Cristina Molinari

A machine learning-based assessment of subjective quality of life pp. 451-467

Sebastián Rodríguez and Pablo Cabrera-Barona

Using word embeddings for immigrant and refugee stereotype quantification in a diachronic and multilingual setting pp. 469-521

Danielly Sorato, Martin Lundsteen, Carme Colominas Ventura and Diana Zavala-Rojas

Machine learning framework for country image analysis pp. 523-547

Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J. Emilio Quiroz-Ibarra and César Villanueva Rivas

GenAI against humanity: nefarious applications of generative artificial intelligence and large language models pp. 549-569

Emilio Ferrara

Annotating live messages on social media. Testing the efficiency of the AnnotHate – live data annotation portal pp. 571-585

Gunther Jikeli, Katharina Soemer and Sameer Karali

A survey of explainable AI techniques for detection of fake news and hate speech on social media platforms pp. 587-623

Vaishali U. Gongane, Mousami V. Munot and Alwin D. Anuse

Burstiness of human physical activities and their characterisation pp. 625-641

Makoto Takeuchi and Yukie Sano

A comparison of sequential ranked-choice voting and single transferable vote pp. 643-670

David McCune, Erin Martin, Grant Latina and Kaitlyn Simms

A deep learning framework for clickbait spoiler generation and type identification pp. 671-693

Itishree Panda, Jyoti Prakash Singh, Gayadhar Pradhan and Khushi Kumari

An exploratory analysis of COVID bot vs human disinformation dissemination stemming from the Disinformation Dozen on Telegram pp. 695-720

Lynnette Hui Xian Ng, Ian Kloo, Samantha Clark and Kathleen M. Carley

Skewed perspectives: examining the influence of engagement maximization on content diversity in social media feeds pp. 721-739

Paul Bouchaud

Towards misinformation mitigation on social media: novel user activity representation for modeling societal acceptance pp. 741-776

Ahmed Abouzeid, Ole-Christoffer Granmo, Morten Goodwin and Christian Webersik

Planning for the urban future: two-level spatial analysis to discover 15-Minute City potential in urban area and expansion in Tallinn, Estonia pp. 777-807

Najmeh Mozaffaree Pour and Jenni Partanen

Long-term assessment of social amplification of risk during COVID-19: challenges to public health agencies amid misinformation and vaccine stance pp. 809-836

Ali Unlu, Sophie Truong, Nitin Sawhney, Jonas Sivelä and Tuukka Tammi

Analyzing the influence of web search behavior on electricity market price: a case study of Japan electric power exchange pp. 837-876

Ryosuke Gotoh

Image forgery detection: comprehensive review of digital forensics approaches pp. 877-915

Satyendra Singh and Rajesh Kumar

Towards a large scale analysis of claims: developing a machine learning method for detecting and classifying politicians’ claims of representation pp. 917-961

Ine Gevers, August Mulder and Walter Daelemans

Migration and emotions in the media: can socioeconomic indicators predict emotions in images associated with immigrants? pp. 963-994

Juan Sebastian Olier and Camilla Spadavecchia

Inequality and inflation relationship in middle-income countries pp. 995-1018

Mahmut Zeki Akarsu and Orkideh Gharehgozli

How are traffic fines affected by the driver’s car price and the police officer’s discretion? A case study of Isfahan, Iran pp. 1019-1038

Mahdie Asl-Javadian, Mahmoud Mesbah and Masoud Foroutan Shad

Efficient annotation reduction with active learning for computer vision-based Retail Product Recognition pp. 1039-1070

Niels Griffioen, Nevena Rankovic, Federico Zamberlan and Monisha Punith

A normative approach to radicalization in social networks pp. 1071-1093

Vincent Bouttier, Salomé Leclercq, Renaud Jardri and Sophie Denève