Dear Colleagues,
Volume 21, Number 3 of the Journal of Data Science (
https://jds-online.org) is a special issue of "Advances in Network Data Science" (
https://jds-online.org/journal/JDS/issue/87), guest-edited by Drs. Yuguo Chen, Daniel Sewell, Panpan Zhang, and Xuening Zhu. The issue contains 5 articles in Statistical Data Science; 1 article in Computing in Data Science; 2 articles in Data Science in Action; and 1 article in Data Science Review. Congratulations to the guest editors, the authors, and the reviewers!
All the articles are published under the CC-BY license (
https://creativecommons.org/licenses/by/4.0/) for the widest dissemination. Funded by the School of Statistics and the Center for Applied Statistics, Renmin University of China, there are no Article Processing Charges. The journal features a fast review process and a reproducibility check.
Established in 2003, the Journal of Data Science aims to advance and promote data science methods, computing, and applications in all scientific fields where knowledge and insights are to be extracted from data. We welcome submissions to all the sections including 1) Philosophy of Data Science; 2) Statistical Data Science; 3) Computing in Data Science; 4) Data Science in Action; 5) Data Science Review; 6) Education in Data Science.
Best regards,
Jun Yan
===
Journal of Data Science
Volume 21, Issue 3 2023
Editorial: Advances in Network Data Science
Yuguo Chen, Daniel Sewell, Panpan Zhang, Xuening Zhu
https://doi.org/10.6339/23-JDS213EDIPub. online: 8 Aug 2023 Type: Editorial Open Access
pp. 443–445
Common Growth Patterns for Regional Social Networks: A Point Process Approach
Tiandong Wang, Sidney I. Resnick
https://doi.org/10.6339/21-JDS1021Pub. online: 16 Sep 2021 Type: Statistical Data Science Open Access
pp. 446–469
Scalable Community Extraction of Text Networks for Automated Grouping in Medical Databases
Tomilayo Komolafe, Allan Fong, Srijan Sengupta
https://doi.org/10.6339/22-JDS1038Pub. online: 19 Apr 2022 Type: Statistical Data Science Open Access
pp. 470–489
Modeling Dynamic Transport Network with Matrix Factor Models: an Application to International Trade Flow
Elynn Y. Chen, Rong Chen
https://doi.org/10.6339/22-JDS1065Pub. online: 5 Dec 2022 Type: Statistical Data Science Open Access
Journal: Journal of Data Science Volume 21, Issue 3 (2023): Special Issue: Advances in Network Data Science, pp. 490–507
Citation PDF XML
Abstract
A Mixed-Membership Model for Social Network Clustering
Guang Ouyang Dipak K. Dey Panpan Zhang
https://doi.org/10.6339/23-JDS1109Pub. online: 7 Aug 2023 Type: Statistical Data Science Open Access
pp. 508–522
Network A/B Testing: Nonparametric Statistical Significance Test Based on Cluster-Level Permutation
Hongwei Shang, Xiaolin Shi, Bai Jiang
https://doi.org/10.6339/23-JDS1112Pub. online: 25 Jul 2023 Type: Statistical Data Science Open Access
pp. 523–537
Generating General Preferential Attachment Networks with R Package wdnet
Yelie Yuan, Tiandong Wang, Jun Yan, Panpan Zhang
https://doi.org/10.6339/23-JDS1110Pub. online: 25 Jul 2023 Type: Computing In Data Science Open Access
pp. 538–556
Decision Tree-Based Predictive Models for Academic Achievement Using College Students' Support Networks
Anthony Frazier, Joethi Silva, Rachel Meilak, Indranil Sahoo, Michael Broda, David Chan
https://doi.org/10.6339/21-JDS1033Pub. online: 30 Dec 2021 Type: Data Science In Action Open Access
pp. 557–577
Optimal Physician Shared-Patient Networks and the Diffusion of Medical Technologies
A. James O'Malley, Xin Ran, Chuankai An, Daniel N. Rockmore
https://doi.org/10.6339/22-JDS1064Pub. online: 30 Aug 2022 Type: Data Science In Action Open Access
pp. 578–598
Comparison of Methods for Imputing Social Network Data
Ziqian Xu, Jiarui Hai, Yutong Yang, Zhiyong Zhang
https://doi.org/10.6339/22-JDS1045Pub. online: 20 Apr 2022 Type: Data Science Reviews Open Access
pp. 599–618