| dc.contributor | 資訊系 | |
| dc.creator (作者) | 廖文宏 | |
| dc.creator (作者) | Liao, Wen-Hung;Wu, Yi-Chieh;Hsueh, Hua-Yuan;Chang, Hui-Chen | |
| dc.date (日期) | 2025-01 | |
| dc.date.accessioned | 19-May-2025 11:44:27 (UTC+8) | - |
| dc.date.available | 19-May-2025 11:44:27 (UTC+8) | - |
| dc.date.issued (上傳時間) | 19-May-2025 11:44:27 (UTC+8) | - |
| dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/157011 | - |
| dc.description.abstract (摘要) | This paper draws on digital archives known as the “Taiwan Times Society” led by the leftist movement leader Tso Hsiung. The database contains magazines, internal newsletters, and correspondence among members published by the Taiwan Times Society from 1970 to 2018, totaling 498 documents with 2.29 million words. After digitization, we employed natural language processing techniques for named entity recognition (NER), keyword extraction, and the analysis of social network relationships among members. The results are dynamically presented through data visualization, creating comprehensive network graphs that encompass various aspects and relationships. Such visualizations serve as convenient tools to assist qualitative and quantitative research in social sciences and digital humanities field. | |
| dc.format.extent | 112 bytes | - |
| dc.format.mimetype | text/html | - |
| dc.relation (關聯) | Proceedings of the 19th International Conference on Ubiquitous Information Management and Communication (IMCOM), IEEE SMC Society | |
| dc.subject (關鍵詞) | Natural Language Processing; Deep Learning; Named Entity Recognition; Interpersonal Relationship Network; Data Visualization | |
| dc.title (題名) | Interpersonal Network Modeling Based on Text Analysis: A Case Study Using the Overseas Taiwanese Leftist Database | |
| dc.type (資料類型) | conference | |
| dc.identifier.doi (DOI) | 10.1109/IMCOM64595.2025.10857495 | |
| dc.doi.uri (DOI) | https://doi.org/10.1109/IMCOM64595.2025.10857495 | |
