{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,27]],"date-time":"2025-12-27T05:22:25Z","timestamp":1766812945370,"version":"3.48.0"},"reference-count":42,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2025,12,25]],"date-time":"2025-12-25T00:00:00Z","timestamp":1766620800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62176148"],"award-info":[{"award-number":["62176148"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62566019"],"award-info":[{"award-number":["62566019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62476163"],"award-info":[{"award-number":["62476163"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Basic and Applied Basic Research of Colleges and Universities in Guangdong Province","award":["2021ZDZX3025"],"award-info":[{"award-number":["2021ZDZX3025"]}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"crossref","award":["2025A1515012810"],"award-info":[{"award-number":["2025A1515012810"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Key Specialized Projects in Major Fields for Higher Education Institutions in Guangdong Province","award":["2025ZDZX2020"],"award-info":[{"award-number":["2025ZDZX2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Entropy"],"abstract":"<jats:p>With the continuous advancement of information technology, there has been a growing interest in understanding the complexities of human behavior. In particular, asymmetry in human behavior has emerged as a topic of significant theoretical and practical importance. This study focuses on investigating asymmetries in the context of critical time periods, an area that warrants immediate scholarly attention. To address this, we conduct a comprehensive analysis of datasets obtained from Douban movie reviews and Weibo comments related to a major product launch event, examining asymmetrical human activities surrounding pivotal temporal moments on these prominent social media platforms. In our exploration of behavior influenced by deadlines in social media, we propose a queue model that considers the interaction between neighbor effects and critical temporal frames in shaping individual task performance. Our results demonstrate the model\u2019s effectiveness in accurately capturing observed patterns of temporal asymmetry, highlighting its potential as a valuable tool for understanding the impact of deadlines on human behavior in social media contexts.<\/jats:p>","DOI":"10.3390\/e28010027","type":"journal-article","created":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T00:50:21Z","timestamp":1766710221000},"page":"27","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring Temporal Asymmetry in Human Behavior in Social Media Platforms"],"prefix":"10.3390","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6644-477X","authenticated-orcid":false,"given":"Liang","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Computer Science and Technology, College of Mathematics and Computer, Shantou University, Shantou 515063, China"}]},{"given":"Heng","family":"Zheng","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, College of Mathematics and Computer, Shantou University, Shantou 515063, China"}]},{"given":"Wenyue","family":"Wei","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, College of Mathematics and Computer, Shantou University, Shantou 515063, China"}]},{"given":"Haoran","family":"Pan","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, College of Mathematics and Computer, Shantou University, Shantou 515063, China"}]},{"given":"Weipeng","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Systems Science, Beijing Jiaotong University, Beijing 100044, China"}]},{"given":"Zhifeng","family":"Hao","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, College of Mathematics and Computer, Shantou University, Shantou 515063, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9459-7984","authenticated-orcid":false,"given":"Zhidan","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of BigData, School of Cyberspace Security, Hainan University, Haikou 570228, China"},{"name":"Complexity Computation Laboratory, Hainan University, Haikou 570228, China"}]}],"member":"1968","published-online":{"date-parts":[[2025,12,25]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1038\/scientificamerican1155-31","article-title":"Opinions and social pressure","volume":"193","author":"Asch","year":"1955","journal-title":"Sci. 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