政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/132820

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 112721/143689 (78%)
Visitors : 49515736 Online Users : 798

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 學術期刊 > 教育與心理研究 TSSCI > 期刊論文 > Item 140.119/132820

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/132820

Title:	大學生網路社群平臺巨量資料探勘之應用 Applying Big Data Mining in University Students’ Social Network
Authors:	林松柏
Contributors:	教育與心理研究
Keywords:	大數據;文字探勘;校務研究 big data;text mining;institutional research
Date:	2019-09
Issue Date:	2020-11-24 15:22:39 (UTC+8)
Abstract:	教育主體為學生，學校經營管理應視學生為校園主人，而非過客。因此，校務研究相當重視學生所反映的意見，能夠即時持續地蒐集與分析學生的真實意見則是校務研究的重要課題。本研究運用文字探勘與情緒分析，蒐集大學生於網路社群平臺的文字內容進行分析。研究結果發現，大學生於網路社群平臺的留言內容多關注生活面向的需求問題，故校務研究者若能運用文字探勘比較情緒的跨時期變動情形，將有助於察覺敏感性的校園議題。 Students are the primary stakeholders in education and are thus the school hosts, not guests, regarding school management. Accordingly, institutional research has paid considerable attention to students’ true opinions; institutional researchers must immediately and continually collect and analyze these opinions. This study combined text mining and sentiment analysis to construct an institutional research method that was used to analyze real data obtained from social network text content. The study results revealed that social network text content focused on students’ basic daily living needs. Institutional researchers could use this method to conduct a comparative analysis of dynamic emotions across time to determine sensitive campus issues.
Relation:	教育與心理研究, 42(3), 79-109
Data Type:	article
DOI 連結:	https://doi.org/10.3966/102498852019094203004
DOI:	10.3966/102498852019094203004
Appears in Collections:	[教育與心理研究 TSSCI] 期刊論文

Files in This Item:

File	Description	Size	Format
4.pdf		5521Kb	Adobe PDF2	182	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...