@inproceedings{84c4830dd636421cb379105e34787663,
title = "Research on the Algorithm for Enhancing Cohesion of Part-time Student Groups Based on Network Structure",
abstract = "Part-time education programs face inherent challenges in fostering group cohesion due to students{\textquoteright} dispersed schedules and limited interaction opportunities. To address this, this study proposes a novel network optimization algorithm (INLMC) that enhances social connectivity in part-time student networks. Leveraging complex network hierarchies, our method identifies structurally pivotal students through influence analysis and strategically establishes cross-layer connections to maximize cohesion. Validated on real academic networks, INLMC significantly outperforms conventional approaches in computational efficiency while achieving near-optimal cohesion improvement. This work provides educators with a theoretically grounded tool to strengthen collaborative learning in flexible education models.",
keywords = "Complex Networks, Greedy Algorithm, Group Cohesion, Higher Education Management, Part-time Students",
author = "Yang Yang and Yuxiao Zhang and Li Wang and Tingyezhi Hu and Yuan Wang and Zhongshuai Liu and Zekai Jiang and Xinyu Liu and Kunrui Liu",
note = "Publisher Copyright: {\textcopyright} 2025 Copyright held by the owner/author(s); 2025 International Conference on Management Science and Computer Engineering, MSCE 2025 ; Conference date: 06-06-2025 Through 08-06-2025",
year = "2025",
month = sep,
day = "23",
doi = "10.1145/3760023.3760064",
language = "英语",
series = "Proceedings of 2025 International Conference on Management Science and Computer Engineering, MSCE 2025",
publisher = "Association for Computing Machinery, Inc",
pages = "256--261",
booktitle = "Proceedings of 2025 International Conference on Management Science and Computer Engineering, MSCE 2025",
}