博碩士論文 108552009 詳細資訊




以作者查詢圖書館館藏 以作者查詢臺灣博碩士 以作者查詢全國書目 勘誤回報 、線上人數:29 、訪客IP:18.221.165.246
姓名 張晃銘(Huang-Min Chang)  查詢紙本館藏   畢業系所 資訊工程學系在職專班
論文名稱 應用成分分析萃取閱讀行為並探索與學習成效及SQ3R的關係
(Apply factor analys is to extract reading patterns and explore the relationship with Learning performance and SQ3R)
相關論文
★ 應用智慧分類法提升文章發佈效率於一企業之知識分享平台★ 家庭智能管控之研究與實作
★ 開放式監控影像管理系統之搜尋機制設計及驗證★ 資料探勘應用於呆滯料預警機制之建立
★ 探討問題解決模式下的學習行為分析★ 資訊系統與電子簽核流程之總管理資訊系統
★ 製造執行系統應用於半導體機台停機通知分析處理★ Apple Pay支付於iOS平台上之研究與實作
★ 應用集群分析探究學習模式對學習成效之影響★ 應用序列探勘分析影片瀏覽模式對學習成效的影響
★ 一個以服務品質為基礎的網際服務選擇最佳化方法★ 維基百科知識推薦系統對於使用e-Portfolio的學習者滿意度調查
★ 學生的學習動機、網路自我效能與系統滿意度之探討-以e-Portfolio為例★ 藉由在第二人生內使用自動對話代理人來改善英文學習成效
★ 合作式資訊搜尋對於學生個人網路搜尋能力與策略之影響★ 數位註記對學習者在線上學習環境中反思等級之影響
檔案 [Endnote RIS 格式]    [Bibtex 格式]    [相關文章]   [文章引用]   [完整記錄]   [館藏目錄]   至系統瀏覽論文 (2027-1-26以後開放)
摘要(中) 近年來,隨著科技的演進,線上學習不再是一個新奇的名詞,而是逐漸的被社會大眾所接受與喜愛的一種學習方式,並且也深受本國各大專院校所廣泛推廣,像是台大、清大和成大,都有學校自有的線上開放式課程,透過線上學習的方式,學生不論是處於靜謐的公園中還是熱血的球場上,都可隨時隨地的參與線上課程。近年由於新冠病毒的傳播,要盡量減少與他人的接觸,因此也造就了人們進行線上學習的一股熱潮。
目前各大線上學習平台都能讓授課教師更輕鬆與更快速地進行課程設計,不論是教學影片與電子書的搭配,或是設定線上教學後的隨堂測驗。在課程中,教師可透過平台提供的統計資訊,隨時了解當下課堂狀況,例如: 課堂影片學生觀看人數統計、課堂測驗學生答題率…等,而學生於平台上所有對於系統的操作行為,也會被學習平台所記錄,建立起完整的操作紀錄,課堂教師雖然能透過這些統計資訊了解當下課堂的狀態,但沒辦法透過這些資訊來發現學生在學習中是否遭遇問題,以利給予適當的協助。
本研究建立於BookRoll線上學習平台上,透過此平台記錄學生操作電子書所產生的行為資料(log),經由方法論,將資料進行處理且編碼成學習物件。之後經由探索性因素分析(Exploratory Factor Analysis, EFA)萃取出其中的閱讀樣式(reading pattern),並探討其與學期成效之間的關聯性。因學生於學習的過程中有使用SQ3R的閱讀策略,所以會再藉由線性迴歸 (Linear regression) 建立起閱讀樣式、SQ3R及學習成效的迴歸結果,找出閱讀樣式、SQ3R及學習成效之間的關聯性。
摘要(英) In recent years, with the evolution of technology,
online learning is no longer a new word ,
but a learning method that is gradually accepted and loved by the public, and is also widely
promoted by various colleges and universities in the country, such as National Taiwan
University, National Tsing Hua University and National Cheng Kung University all have their
own online open courses. Through online learning, students can participate in online courses
anytime, anywhere, whether they are in a quiet park or on a passionate stadium. In recent years,
due to the spread of the Coronavirus , it is necessary to minimize contact with others, which has
also created a wave of online learning among people.
At present, all major online learning platforms can
make it easier and faster for instructors
to design courses, whether it is a combination of teaching videos an d e books, or setting up quiz
after online teaching. In the course, teachers can use the statistical information provided by the
platform to know the current classroom situation at any time, such as: the statistics of the
number of students watching the class video, the student answer rate of the class test... etc., and
all the students′ behaviors are a l so be recorded by the learning platform, and a complete
operation record will be established based on these data.
This research is established on the BookRoll online learning platform. Through this
platform, the behavior data (log) generated by students operating the e book is recorded, and
the data is processed and encoded into learning objects through methodology. Afterwards, the
reading pattern was extracted through Exploratory Factor Analysis (EFA), and the relationship
between it and the results of the semester was explored. Because students use SQ3 R reading
strategies in the learning process, linear regression will be used to establish a regression model of reading pattern, SQ3R and learning
outcome to find the relationship between each other.
關鍵字(中) ★ 線上學習
★ 電子書
★ SQ3R
★ 探索性因素分析
★ 線性迴歸
關鍵字(英) ★ Online learning
★ eBook
★ SQ3R
★ EFA
★ Linear regression
論文目次 摘 要 ii
ABSTRACT iii
誌 謝 v
目 錄 vi
圖 目 錄 viii
表 目 錄 ix
一、 緒論 1
1.1 研究背景 1
1.2 研究動機 1
1.3 研究目的 2
二、 文獻探討 3
2.1 SQ3R閱讀策略 3
2.2 因素分析 4
2.3 探索性因素分析 4
三、 研究內容與方法 5
3.1 課程描述 5
3.2 資料集描述 6
3.3資料前處理階段 7
3.4探索性因素分析階段 9
四、 研究結果與討論 14
4.1 萃取閱讀動作物件其中的閱讀樣式 14
4.2探索閱讀樣式與學習成效的相關性 14
4.3探索閱讀樣式與SQ3R的相關性 17
4.4探索閱讀樣式之間的相關性 20
4.5線性迴歸之檢定 22
4.6建立閱讀樣式與學習成效的迴歸 23
4.7 建立閱讀樣式與SQ3R的迴歸 26
4.7 建立閱讀樣式之間的迴歸 32
4.8 建立SQ3R與學習成效之間的迴歸 38
4.9 建立閱讀樣式、SQ3R與學習成效的迴歸 39
4.10 解析閱讀樣式、SQ3R與學習成效迴歸結果 42
4.11探索A班學生與B班學生之間的閱讀動作和閱讀樣式差異 43
五、 結論與未來研究 46
參考文獻 48
參考文獻 [1].Ogata, H., Yin, C., Oi, M., Okubo, F., Shimada, A., Kojima, K., & Yamada, M. (2015,
January)January). E Book based learning analytics in university education. In International conference
on computer in education (ICCE 2015) (pp. 401 406).
[2].Yin, C., Uosaki, N., Chu, H.C., Hwang, G.J., Hwang, J.J, Hatono, I., & Tabata, Y. (2017,
January). Learning beha vioral pattern analysis based on students′ logs in reading digital
books. In Proceedings of the 25th international conference on computers in education (pp.
549 557).
[3].Akçapinar, G., Hasnine, M. N. , Rwitajit, M., Flanagan, B., & Ogata, H., (2019).
Exp loring the Relationships between Students’ Engagement and Academic Performance in the
Digital Textbook System. 27 th International Conference on Computers in Education, Taiwan.
[4].Akçapınar, G., Chen, M. R. A., Majumdar, R., Flanagan, B. and Ogata, H. 202 0.
Exploring Student Approaches to Learning through Sequence Analysis of Reading Logs. In
Proceedings of the 10th International Conference on Learning Analytics & Knowledge
(LAK’20). ACM, New York, NY, USA, 6
[5].Taraban, R., Rynearson, K., & Kerr, M. (2000). College students’ academic performance
and self reports of comprehension strategy use . Reading Psychology, 68 21(4), 283 308
[6].Robinson, F. P. (1970). Effective study (4th ed.). New York: Harper & Row.
[7].Biringkanae, A. (2018). The use o f SQ3R technique in improving studentsreading
comprehension. ELS Journal on Interdisciplinary Studies in Humanities, 1(2), 218 225.
[8].Said, R., & Agusalim, A. (2020). Implementation SQ3R Method To Improve Students’
Comprehension Of Reading English Text book (E Book) Of Muhammadiyah University Of
Buton. INTERACTION: Jurnal Pendidikan Bahasa, 7(2), 1 10.
[9].Austin, P. C., & Steyerberg, E. W. (2015). The number of subjects per variable required in
linear regression analyses. Journal of clinical epidemiol ogy, 68(6), 627 636.
[10].Schmidt, F. L. (1971). The relative efficiency of regression and simple unit predictor
weights in applied differential psychology. Educational and Psychological
Measurement, 31(3), 699 714.
[11].YU MING HU (2022). Unveiling SQ3 R Reading Strategy from e book Log
[12].Cindy Gillespie . (1990). Questions about Student Generated Questions. Journal of
Reading , Dec./Jan., 1990/1991, Vol. 34, No. 4 (Dec./Jan., 1990/1991), pp. 250 257
[13].LOA, Fang ying Riva, et al. (2019). Enhanci ng EFL College Students’ Language
Performance via eBook Supported Learning.
[14].Chen, C. H., & Su, C. Y. (2019). Using the BookRoll E Book System to Promote Self
Regula ted Learning, Self Efficacy and Academic Achievement for University Students.
Educatio nal Technology & Society, 22 (4), 33 46.
[15].Yin, C., Okubo, F., Shimada, A., Oi, M., Hirokawa, S., Yamada, M., ... & Ogata, H. (2015).
Analyzing the features of learning behaviors of students using e books. In Proceedings of the
International Conference on Computers in Education (pp. 617 626).
[16].Flanagan, B., Majumdar, R., Akçapınar, G., & Ogata, H. (2020, July). The Relationship
Between Student Performance and Reading Behavior in Open eBook Assessment. In 2020 IEEE
20th International Conference on A dvanced Learning Technologies (ICALT) (pp. 368 372). IEEE.
[17].Ma, B., Lu, M., Taniguchi, Y., & Konomi, S. I. (2022). Exploring jump back behavior
patterns and reasons in e book system. Smart Learning Environments, 9(1), 1 23.
[18].YANG, A., CHEN, Y., F LANAGAN, B., & OGATA, H. (2020, November). How Does The
Quality of Students’ Highlights Affect Their Learning Performance in e Book Reading. In 28th
International Conference on Computers in Education Conference Proceedings (Vol. 1, pp. 289
294). Asia Pacif ic Society for Computers in Education (APSCE).
指導教授 楊鎮華(Stephen J.H. Yang) 審核日期 2022-1-19
推文 facebook   plurk   twitter   funp   google   live   udn   HD   myshare   reddit   netvibes   friend   youpush   delicious   baidu   
網路書籤 Google bookmarks   del.icio.us   hemidemi   myshare   

若有論文相關問題,請聯絡國立中央大學圖書館推廣服務組 TEL:(03)422-7151轉57407,或E-mail聯絡  - 隱私權政策聲明