Journal of Computational Social Science

2018 - 2025

Current editor(s): Takashi Kamihigashi

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Volume 8, issue 4, 2025

Reading between the lines with topic models and machine learning: Islam’s representation on Wikipedia pp. 1-19

Sazid Zaman Khan, Jamil As-ad, Md Khaliluzzaman, Toni Anwar and Rashedul Islam

We know who we are: expressing national identity on YouTube video comments pp. 1-25

Dewi Kartika Sari, Seto Herwandito, Alvianto Wahyudi Utomo, Nur Imroatus Solikhah and Nur Aji Wibowo

Intelligent money laundering detection approaches in banking and E-wallets: a comprehensive survey pp. 1-64

Girish Kadamathikuttiyil Karthikeyan and Biswajit Bhowmik

Simulating relational event history data: why and how pp. 1-47

Rumana Lakdawala, Joris Mulder and Roger Leenders

Exploratory and explanationory features in data storytelling: untangling the interplay and associations with linearity, interactivity, and structure pp. 1-36

Bahareh Heravi

Leveraging machine learning and resampling techniques to analyze contributing factors to child labor in Egypt pp. 1-38

Nahed T. Zeini and Pakinam Mahmoud Fikry

Smart social junction traffic control using reinforcement learning on real data pp. 1-26

Orly Barzilai, Havana Rika and Yuli Hassine

Governance, quality of life and city performance: A study based on artificial intelligence pp. 1-14

María J. Pazos-García, Vicente López-López, Guadalupe Vila-Vázquez and Xesús Pablo González

A review of human mobility: Linking data, models, and real-world applications pp. 1-62

Yunhan Du, Takaaki Aoki and Naoya Fujiwara

“Even I believed it! How is it possible?” The disinformation exam of journalists in the AI age: fuzzy logical approach pp. 1-48

Gülay Demir, Sefer Darıcı, Zekiye Tamer, Onur Taydaş and Dragan Pamučar

Filter bubbles as a vector of tradition? Decoding opinion dynamics with agent-based modelling pp. 1-22

Benoît Desmarchelier, Faridah Djellal and Faïz Gallouj

Improving homeless service assignment outcomes pp. 1-23

Khandker Sadia Rahman and Charalampos Chelmis

Space-time clustering and Bayesian network modelling of suicide dynamics in India pp. 1-30

Anjali and B. Rushi Kumar

Volume 8, issue 3, 2025

Periodicity of sex worker touring: an image-assisted analysis pp. 1-34

Fumin Li, Yisu Zhou and Tianji Cai

Performance efficient vehicle detection and tracking based on pyramid pooling network: a review and implementation pp. 1-29

V. Premanand, P. Likith Sai and Arghya Bhattacharya

Impact of personal information and reputation system on gig workers’ employment status: an interpretable machine learning-based approach pp. 1-40

Jiaming Liu and Hongyang Wang

Detecting misinformation through framing theory: the frame element-based model pp. 1-25

Guan Wang, Rebecca Frederick, Jinglong Duan, William B. L. Wong, Verica Rupar, Weihua Li and Quan Bai

Tracking the global pulse: the first public twitter dataset from FIFA world cup pp. 1-18

Kheir Eddine Daouadi, Yaakoub Boualleg, Oussama Guehairia and Abdelmalik Taleb-Ahmed

Correction: Patterns of stability in complex contagions pp. 1-5

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

Multi-model ensemble framework for analysis of psychopathic traits in heinous crime convicts pp. 1-28

Aman Singh and Subrajeet Mohapatra

Evaluating area-level features for proxy means test models: evidence from rural, semi-urban and urban districts in poverty targeting pp. 1-28

Siti Mariyah and Wayne Wobcke

Towards fair AI: a review of bias and fairness in machine intelligence pp. 1-26

Venkatesha Kurumayya

Breaking the silence: the rise of hate speech in Spanish politics pp. 1-26

Pablo Picazo-Sanchez

‘Slightly disappointing’ vs. ‘worst sh** ever’: tackling cultural differences in negative sentiment expressions in AI-based sentiment analysis pp. 1-31

Franziska Sofia Hafner, Lena Hafner and Roberto Corizzo

Innovative deep learning-based CEA-MMSA framework for cultural emotion analysis of Tamil and Sanskrit Siddha palm leaf manuscripts pp. 1-31

R. Geethanjali and A. Valarmathi

Exploring the role of information security news descriptions on retweet proneness and user interactions pp. 1-31

Konstantinos Charmanas, Klairi Filippou, Nikolaos Mittas and Lefteris Angelis

Beyond failure rates: unveiling startup success factors with machine learning pp. 1-42

Leila Zemmouchi-Ghomari and Mahieddine Maroua

Enhancing tokenization accuracy with dynamic patterns: cumulative logic for segmenting user-generated content in logographic languages pp. 1-24

Yin Zhang, Zhihuai Lin, Castiel Chi-chiu Tong and Sam Wai-yeung Ho

Prompt selection matters: enhancing text annotations for social sciences with large language models pp. 1-20

Louis Abraham, Charles Arnal and Antoine Marie

Reducing sexual predation and victimization through warnings and awareness among high-risk users pp. 1-20

Masanori Takano, Mao Nishiguchi and Fujio Toriumi

SME crisis management and performance: leveraging algorithm supported induction to unravel complexity pp. 1-33

Byron Graham and Karolis Matikonis

Dynamics of global trade diplomacy: an artificial intelligence multi-dimensional analysis of preferential trade agreements pp. 1-33

Seyed-Ali Sadegh-Zadeh

Deduplication of the media-based event databases pp. 1-33

Deepti Joshi, Regina Werum, Dalton Hazelwood, Shawn Ratcliff, Ashok Samal and Leen-Kiat Soh

Multi-opinion based method for quantifying polarization on social networks pp. 1-17

Maneet Singh, S. R. S. Iyengar and Rishemjit Kaur

Measuring satirical uptake using word sentiment pp. 1-12

Stephen Skalicky and Lydia Nok Chin Chan

Understanding the intention to use artificial intelligence chatbots in education: The role of individual innovativeness and AI trust among university students pp. 1-23

Şahin Gökçearslan, Elif Esiyok and Kemal Gurkan Kucukergin

A comparative study of automated undergraduate engineering admission prediction in an Indian university using machine learning pp. 1-22

Meenakshi Gupta, Alpana, Prinima Gupta and Neeraj Varshney

The face of populism: examining differences in facial emotional expressions of political leaders using machine learning pp. 1-22

Sara Major and Aleksandar Tomašević

Success prediction of online news about TV series with machine learning, Google Analytics, and Twitter pp. 1-22

Víctor Yeste, Ángeles Calduch-Losa, José-Antonio Ontalba-Ruipérez and Jorge Serrano-Cobos

Use of brain-computer interface in educational paradigm pp. 1-44

Zaib-un-Nisa, Tehseen Mazhar, Tariq Shahzad, Wasim Ahmad and Habib Hamam

Volume 8, issue 2, 2025

A systematic review of echo chamber research: comparative analysis of conceptualizations, operationalizations, and varying outcomes pp. 1-59

David Hartmann, Sonja Mei Wang, Lena Pohlmann and Bettina Berendt

Modelling policy action using natural language processing: evidence for a long-run increase in policy activism in the UK pp. 1-51

Mircea Popa

Assessing political bias in large language models pp. 1-17

Luca Rettenberger, Markus Reischl and Mark Schutera

Unraveling media perspectives: a comprehensive methodology combining large language models, topic modeling, sentiment analysis, and ontology learning to analyse media bias pp. 1-56

Orlando Jähde, Thorsten Weber and Rüdiger Buchkremer

Outlier mining in criminal networks: the role of machine learning and outlier detection models pp. 1-22

Alex S. O. Toledo, Laura C. Carpi, Allbens P. F. Atman and A. P. Baêta Scarpelli

Capitalizing on a crisis: a computational analysis of all five million British firms during the Covid-19 pandemic pp. 1-29

Naomi Muggleton, Charles Rahal and Aaron Reeves

Predicting news deserts using supervised machine learning pp. 1-29

Arijit Paladhi

Where did you come from, where did you go? News trajectories in Germany and Switzerland pp. 1-21

Mykola Makhortykh, Ernesto León, Aleksandra Urman and Teresa Gil-López

Evaluating tenant-landlord tensions using generative AI on online tenant forums pp. 1-21

Xin Chen, Cheng Ren and Timothy A. Thomas

Quantifying collective attention and fan engagement: a case study of the Japanese professional baseball league pp. 1-15

Naofumi Otomo, Kazutoshi Sasahara, Makoto Mizuno and Yukie Sano

Identity diversification and homogenization: evidence from frequent estimates of similarity of self-authored, self-descriptive text pp. 1-18

Danial Vahabli and Jason Jeffrey Jones

Sentiment analysis of solar energy in U.S. Cities: a 10-year analysis using transformer-based deep learning pp. 1-26

Serena Y. Kim, Crystal Soderman and Lan Sang

Replacing or enhancing the human coder? Multiclass classification of policy documents with large language models pp. 1-20

Erkan Gunes and Christoffer Koch Florczak

A multidimensional analysis of media framing in the Russia-Ukraine war pp. 1-27

Majd Ibrahim, Bang Wang, Minghua Xu and Han Xu

ViTHSD: exploiting hatred by targets for hate speech detection on Vietnamese social media texts pp. 1-33

Cuong Nhat Vo, Khanh Bao Huynh, Son T. Luu and Trong-Hop Do

More pressing matters: Can priority reorientation beat online misinformation? pp. 1-23

Amir Abdul Reda and Abdulaziz Alkhonin

Integrating media sentiment with traditional economic indicators: a study on PMI, CCI, and employment during COVID-19 period in Poland pp. 1-23

Iwona Kaczmarek, Adam Iwaniak, Grzegorz Chrobak and Jan K. Kazak

Stance classification: a comparative study and use case on Australian parliamentary debates pp. 1-37

Stephanie Ng, James Zhang, Samson Yu, Asim Bhatti, Kathryn Backholer and C. P. Lim

On the incidence of depression symptoms on social media pp. 1-30

Esteban A. Ríssola, Mario Ezra Aragón, David E. Losada and Fabio Crestani

CEOs’ online personality and their company’s business strategy: openness to experience predicts diversifying merger and acquisition decisions pp. 1-19

Bin Ke, Lin Qiu, Tianshu Qu, Evelyn Gay, Sarah Hian May Chan and Jose Yong

Semi-supervised self-training for COVID-19 misinformation detection: analyzing Twitter data and alternative news media on Norwegian Twitter pp. 1-34

Siri Frisli

AI-driven crime prediction: a systematic literature review pp. 1-47

Nadeem Iqbal, Awais Hassan and Talha Waheed

Autonomy or control? An agent-based study of self-organising versus centralised task allocation pp. 1-28

Shaoni Wang, Yanzhong Dang, Wander Jager and Kees Zoethout

Exploring incel group dynamics: a computational study of hierarchy and group-boundary policing pp. 1-25

Veronika Solopova, Mihaela Popa-Wyatt and Justina Berškytė

Differences of communication activity and mobility patterns between urban and rural people pp. 1-25

Fumiko Ogushi, Chandreyee Roy and Kimmo Kaski

Network position and learning dynamics: unveiling the impact of social structure on skill acquisition in online gaming platforms pp. 1-16

Landfried Gustavo, Cairo Gustavo and Mocskos Esteban

Modelling emergent pedestrian evacuation behaviors from intelligent, game-playing agents pp. 1-35

Yiyu Wang, Jiaqi Ge and Alexis Comber

Content-aware sentiment understanding: cross-modal analysis with encoder-decoder architectures pp. 1-24

Zahra Pakdaman, Abbas Koochari and Arash Sharifi

Volume 8, issue 1, 2025

Long-term care comparative studies by agent-based simulation: a computational framework and a case study pp. 1-21

Shuang Chang and Koji Maruhashi

A structural equation modeling approach to leveraging the power of extant sentiment analysis tools pp. 1-21

Viswadeep Lebakula, Ben Porter, Megan Stubbs-Richardson, Taylor Ray, Arthur Cosby and Cindy Bethel

Identifying the factors influencing the development of bilateral investment treaties with health safeguards: a Machine Learning-based link prediction approach pp. 1-21

Haohui Lu, Anne Marie Thow, Dori Patay, Takwa Tissaoui, Nicholas Frank, Holly Rippin, Tien Dat Hoang, Fabio Gomes, Wolfgang Alschner and Shahadat Uddin

Detecting toxic comments on social media: an extensive evaluation of machine learning techniques pp. 1-18

Dharil Patel, Pijush Kanti Dutta Pramanik, Chaitanya Suryawanshi and Preksha Pareek

Climate change denial and ideology in Swedish online media: measuring ideology change using a computational approach pp. 1-25

Victoria Yantseva

Open-source LLMs for text annotation: a practical guide for model setting and fine-tuning pp. 1-25

Meysam Alizadeh, Maël Kubli, Zeynab Samei, Shirin Dehghani, Mohammadmasiha Zahedivafa, Juan D. Bermeo, Maria Korobeynikova and Fabrizio Gilardi

Combining Twitter and mobile phone data to observe border-rush: the Turkish-European border opening pp. 1-25

Carlos Arcila-Calderón, Bilgeçağ Aydoğdu, Tuba Bircan, Bünyamin Gündüz, Onur Önes, Albert Ali Salah and Alina Sîrbu

Substance use prediction using artificial intelligence techniques pp. 1-40

Ali Unlu and Abdulhamit Subasi

Impact of information disparity between individual investors on profits of meme stocks using an artificial market simulation approach pp. 1-29

Miyuki Matsumoto, Ryuji Hashimoto, Masahiro Suzuki, Yuri Murayama and Kiyoshi Izumi

A comprehensive investigation of variational auto-encoders for population synthesis pp. 1-34

Abdoul Razac Sané, Pierre-Olivier Vandanjon, Rachid Belaroussi and Pierre Hankach

Enumeration and sampling analysis of Montana’s 2020 congressional redistricting map pp. 1-34

Kelly McKinnie and Erin Szalda-Petree

Traffic management systems: a survey of current solutions and emerging technologies pp. 1-24

Wael Etaiwi and Sahar Idwan

Flood of techniques and drought of theories: emotion mining in disasters pp. 1-14

Soheil Shapouri, Saber Soleymani and Saed Rezayi

Modeling resilience and survivability as stochastic processes with techno-human-economic systems under stress pp. 1-42

Kenneth Martínez, David Claudio and Jasmina Burek

Prefix tuning with prompt augmentation for efficient financial news summarization pp. 1-16

Shangyang Mou, Qiang Xue, Chen Xunquan, Jinhui Chen, Ryoichi Takashima, Tetsuya Takiguchi and Yasuo Ariki

In generative AI we trust: can chatbots effectively verify political information? pp. 1-31

Elizaveta Kuznetsova, Mykola Makhortykh, Victoria Vziatysheva, Martha Stolze, Ani Baghumyan and Aleksandra Urman

Exploring China’s cyber sovereignty concept and artificial intelligence governance model: a machine learning approach pp. 1-31

Ho Ting Hung

Characteristics of two polarized groups in online social networks’ controversial discourse pp. 1-31

Amin Mahmoudi, Dariusz Jemielniak and Leon Ciechanowski

Exploring beyond detection: a review on fake news prevention and mitigation techniques pp. 1-38

Dorsaf Sallami and Esma Aïmeur

Affective, cognitive, and contextual cues in Reddit posts on artificial intelligence pp. 1-27

Nina Savela, Max Pellert, Rita Latikka, Jenna Bergdahl, David Garcia and Atte Oksanen

Post Covid-19 economic and social impact on international migrant workers employment vulnerability: empirical evidence from Chittagong division, Bangladesh pp. 1-27

Shapan Chandra Majumder, Md. Hasanur Rahman, Nisat Akter Suci and Luckya Kabir

How culture can affect opinion dynamics: the case of vaccination pp. 1-45

Teng Li, Andreas Flache and Wander Jager

Application of explainable artificial intelligence approach to predict student learning outcomes pp. 1-33

Jean-Baptiste M.B. Sanfo

Local explainability-based model for clickbait spoiler generation pp. 1-23

Itishree Panda, Jyoti Prakash Singh and Gayadhar Pradhan

Individual differences in escalation of commitment: a multi-level adaptive learning perspective pp. 1-23

Kin Fai Ellick Wong, Jessica Y. Y. Kwong and Michelle Yik

Measuring the communication between multiple digital political echo chambers: multidimensional Invasiveness, Intrusiveness, and Influence pp. 1-22

Eglantina Kalluçi and Ridvan Peshkopia