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ORCIDEPJ Data Science, Volume 12
Volume 12, Number 1, December 2023
- Hiroyasu Inoue
, Yasuyuki Todo:
Has Covid-19 permanently changed online purchasing behavior? 1 - Lluc Font-Pomarol, Angelo Piga, Rosa M. Garcia-Teruel, Sergio Nasarre-Aznar, Marta Sales-Pardo, Roger Guimerà:
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions. 2 - Katherine O'Toole, Emoke-Ágnes Horvát:
Novelty and cultural evolution in modern popular music. 3 - Ana Vranic, Aleksandar Tomasevic, Aleksandra Aloric, Marija Mitrovic Dankulov:
Sustainability of Stack Exchange Q&A communities: the role of trust. 4 - Han Zhuang, Tzu-Yang Huang, Daniel E. Acuna:
A computational analysis of accessibility, readability, and explainability of figures in open access publications. 5 - Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch:
Temporal network analysis using zigzag persistence. 6 - Sandeep Chowdhary, Elsa Andres, Adriana Manna, Luka Blagojevic, Leonardo Di Gaetano, Gerardo Iñiguez:
Temporal patterns of reciprocity in communication networks. 7 - Kin Wai Ng, Frederick Mubang, Lawrence O. Hall, John Skvoretz, Adriana Iamnitchi:
Experimental evaluation of baselines for forecasting social media timeseries. 8 - Alice Battiston, Ludovico Napoli, Paolo Bajardi, André Panisson, Alan Perotti, Michael Szell, Rossano Schifanella:
Revealing the determinants of gender inequality in urban cycling with large-scale data. 9 - Lorenzo Betti, Carlo Abrate, Andreas Kaltenbrunner:
Large scale analysis of gender bias and sexism in song lyrics. 10 - Teo Susnjak, Paula Maddigan:
Forecasting patient flows with pandemic induced concept drift using explainable machine learning. 11 - Lluis Danus, Carles Muntaner, Alexander Krauss, Marta Sales-Pardo, Roger Guimerà:
Differences in collaboration structures and impact among prominent researchers in Europe and North America. 12 - Yu-Ru Lin, Shaomei Wu, Winter A. Mason:
Mapping language literacy at scale: a case study on Facebook. 13 - Johannes Wachs:
Digital traces of brain drain: developers during the Russian invasion of Ukraine. 14 - Yanni Yang, Alex Pentland, Esteban Moro:
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics. 15 - Louis M. Shekhtman, Alon Sela, Shlomo Havlin:
Percolation framework reveals limits of privacy in conspiracy, dark web, and blockchain networks. 16 - Xiao Fan Liu, Zhen-Zhen Wang, Xiao-Ke Xu, Ye Wu, Zhidan Zhao, Huarong Deng, Ping Wang, Naipeng Chao, Yi-Hui Christine Huang:
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors. 17 - Nicolò Gozzi, Niccolò Comini, Nicola Perra:
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador. 18 - Esra Suel, Emily Muller, James E. Bennett, Tony Blakely, Yvonne Doyle, John Lynch, Joreintje D. Mackenbach, Ariane Middel, Anja Mizdrak, Ricky Nathvani, Michael Brauer, Majid Ezzati:
Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images. 19 - Zhiping Xiao, Jeffrey Zhu, Yining Wang, Pei Zhou, Wen Hong Lam, Mason A. Porter, Yizhou Sun:
Detecting political biases of named entities and hashtags on Twitter. 20 - Andres Karjus, Mar Canet Solà, Tillmann Ohm, Sebastian E. Ahnert, Maximilian Schich:
Compression ensembles quantify aesthetic complexity and the evolution of visual art. 21 - Vedant Das Swain, HyeokHyen Kwon, Sonia Sargolzaei, Bahador Saket, Mehrab Bin Morshed, Kathy Tran, Devashru Patel, Yexin Tian, Joshua Philipose, Yulai Cui, Thomas Plötz, Munmun De Choudhury, Gregory D. Abowd:
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance. 22 - Alejandro Vigna-Gómez, Javier Murillo, Manelik Ramirez, Alberto Borbolla, Ian Márquez, Prasun K. Ray:
Design and analysis of tweet-based election models for the 2021 Mexican legislative election. 23 - Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, Sergio Consoli:
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach. 24 - Serena Y. Kim, Koushik Ganesan, Crystal Soderman, Raven O'Rourke:
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network. 25 - Neeti Pokhriyal, Benjamin Valentino, Soroush Vosoughi:
Quantifying participation biases on social media. 26 - Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne, Mirta Galesic:
Correction: Impact and dynamics of hate and counter speech online. 27 - Ajda Pretnar Zagar, Tomaz Hocevar, Tomaz Curk:
Open data and quantitative techniques for anthropology of road traffic. 28 - Ming-Hung Wang, Wei-Yang Chang, Kuan-Hung Kuo, Kuo-Yu Tsai:
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies. 29 - Anna Dmowska, Tomasz F. Stepinski:
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis. 30 - Salvatore Citraro, Simon De Deyne, Massimo Stella, Giulio Rossetti:
Towards hypergraph cognitive networks as feature-rich models of knowledge. 31 - Kunwoo Park, Jungseock Joo:
Perceived masculinity from Facebook photographs of candidates predicts electoral success. 32 - Alexander C. Nwala, Alessandro Flammini, Filippo Menczer:
A language framework for modeling social media account behavior. 33 - Sándor Juhász, Gergo Pintér, Ádám J. Kovács, Endre Borza, Gergely Mónus, László Lorincz, Balázs Lengyel:
Amenity complexity and urban locations of socio-economic mixing. 34 - Dominique Geissler, Dominik Bär, Nicolas Pröllochs, Stefan Feuerriegel:
Russian propaganda on social media during the 2022 invasion of Ukraine. 35 - Moayadeldin Tamer, Mohamed Abdelaziz Khamis, Abdallah Yahia, SeifALdin Khaled, Abdelrahman Ashraf, Walid Gomaa:
Arab reactions towards Russo-Ukrainian war. 36 - Peter Sheridan Dodds, Joshua R. Minot, Michael V. Arnold, Thayer Alshaabi, Jane Lydia Adams, David Rushing Dewhurst, Tyler J. Gray, Morgan R. Frank, Andrew J. Reagan, Christopher M. Danforth:
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems. 37 - Melody Sepahpour-Fard, Michael Quayle, Maria Schuld, Taha Yasseri:
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits. 38 - Abdullah Alrhmoun, János Kertész:
Emergent local structures in an ecosystem of social bots and humans on Twitter. 39 - Audun Myers, David Muñoz, Firas A. Khasawneh, Elizabeth Munch:
Correction: Temporal network analysis using zigzag persistence. 40 - Haodong Qi, Tuba Bircan:
Can Google Trends predict asylum-seekers' destination choices? 41 - Gabriele Di Bona, Alberto Bracci, Nicola Perra, Vito Latora, Andrea Baronchelli:
The concept of decentralization through time and disciplines: a quantitative exploration. 42 - Francesco Pierri, Luca Luceri, Emily Chen, Emilio Ferrara:
How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events. 43 - Ghazal Kalhor, Tanin Zeraati, Behnam Bahrak:
Diversity dilemmas: uncovering gender and nationality biases in graduate admissions across top North American computer science programs. 44 - Fakhri Momeni, Philipp Mayr, Stefan Dietze:
Investigating the contribution of author- and publication-specific features to scholars' h-index prediction. 45 - Fatima Ezzeddine, Omran Ayoub, Silvia Giordano, Gianluca Nogara, Ihab Sbeity, Emilio Ferrara, Luca Luceri:
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls. 46 - Ana María Jaramillo, Hywel T. P. Williams, Nicola Perra, Ronaldo Menezes:
The structure of segregation in co-authorship networks and its impact on scientific production. 47 - Vincenzo Perri, Luka V. Petrovic, Ingo Scholtes:
Bayesian inference of transition matrices from incomplete graph data with a topological prior. 48 - R. Maria Del Rio Chanona, Alejandro Hermida Carrillo, Melody Sepahpour-Fard, Luning Sun, Renata Topinkova, Ljubica Nedelkoska:
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation. 49 - Georgios Kamtziridis, Dimitris Vrakas, Grigorios Tsoumakas:
Does noise affect housing prices? A case study in the urban area of Thessaloniki. 50 - Yu Song, Zhihua Pan, Fei Lun, Buju Long, Siyu Liu, Guolin Han, Jialin Wang, Na Huang, Ziyuan Zhang, Shangqian Ma, Guofeng Sun, Cong Liu:
Temperature impact on the economic growth effect: method development and model performance evaluation with subnational data in China. 51 - Segun Taofeek Aroyehun, Lukas Malik, Hannah Metzler, Nikolas Haimerl, Anna Di Natale, David García:
LEIA: Linguistic Embeddings for the Identification of Affect. 52 - Yessica Herrera-Guzmán, Eun Lee, Heetae Kim:
Structural gender imbalances in ballet collaboration networks. 53 - Hugo Contreras, Cristian Candia, Rodrigo Troncoso, Leo Ferres, Loreto Bravo, Bruno Lepri, Carlos Rodríguez-Sickert:
Linking physical violence to women's mobility in Chile. 54 - Nicolò Alessandro Girardini, Simone Centellegher, Andrea Passerini, Ivano Bison, Fausto Giunchiglia, Bruno Lepri:
Adaptation of student behavioural routines during Covid-19: a multimodal approach. 55 - Chiara Mizzi, Alex Baroncini, Alessandro Fabbri, Davide Micheli, Aldo Vannelli, Carmen Criminisi, Susanna Jean, Armando Bazzani:
Individual mobility deep insight using mobile phones data. 56 - Oh-Hyun Kwon, Inho Hong, Woo-Sung Jung, Hang-Hyun Jo:
Multiple gravity laws for human mobility within cities. 57 - Timon Elmer:
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices. 58 - Iknoor Singh, Carolina Scarton, Kalina Bontcheva:
UTDRM: unsupervised method for training debunked-narrative retrieval models. 59 - Clio Andris, Caglar Koylu, Mason A. Porter:
Human-network regions as effective geographic units for disease mitigation. 60 - Xinwei Xu:
Studying social networks in the age of computational social science. 61 - Gangmin Son, Jinhyuk Yun, Hawoong Jeong:
Untangling pair synergy in the evolution of collaborative scientific impact. 62 - Lynnette Hui Xian Ng, Kathleen M. Carley:
Deflating the Chinese balloon: types of Twitter bots in US-China balloon incident. 63
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