Intelligent Music Intervention for MentalDisorders: Insights and Perspectives W ELCOME to the first issue of IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (TCSS) of 2023. The past 2022 was again a very productive year, in which we have published 159 articles with about 1850 pages in six issues. We also received much great and exciting news.First of all, the CitesSore of TCSS has been continuously increasing and reached a new historical high of 9.3, compared to 7.9 for 2021 and 6.1 for 2020. IEEE TCSS ranks tenth among 426 academic journals in the subject category of "Social Sciences," ranking in the top 2.5%. Among the 303 academic journals in the subject category of "Modeling and Simulation" and the 128 academic journals in the subject of "Human-Computer Interaction," IEEE TCSS ranks 13th and 20th in the top 5% and top 16%, respectively, from the perspective of CiteScore rankings. All statistic suggests a significant improvement compared to the last year.Second, IEEE TCSS was added to the Web of Science Sources Citation Index Expanded (SCIE) database in April 2021 but has yet to receive an official impact factor score. This year Clarivate updated the impact factor of all journals indexed by the Web of Science in late June, and TCSS finally has its impact factor for the first time. According to the Clarivate Journal Citation Reports, the latest Journal Impact Factor of IEEE TCSS was 4.727. As a result, TCSS currently ranked 6th among 32 academic journals in the "Computer Science, Cybernetics" category, which puts us in Q1 JCR Quartile based on Journal Citation Indicator (JCI).We shall continue to try our best to make our journal a premier journal in the computational social system and look forward to further improving TCSS's impact factor, ranking, and influence in our community. We would also like to express our sincere thanks to our editorial team, reviewers, authors, and readers for your great effort and support devoted to IEEE TCSS. Happy New Year to you all! In this issue, after the usual introduction of our 33 regular articles, we would like to discuss the topic of "Intelligent Music Intervention for Mental Disorders: Insights and Perspectives."