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基本資料

吳榮彬 老師
吳榮彬 老師的基本資料
教師姓名
吳榮彬
職稱
副教授
e-mail
cwuatfcu.edu.tw
分機號碼
#4418

專長

專長
專長
1 經驗法則逼近法Empirical Process Approach
2 空間統計Spatial Statistics
3 問卷設計Questionnaire Design
4 抽樣調查Sampling Design
5 實驗設計Experimental Design

學歷

學歷
畢業學校
主修學門系所
學位
時間(起)
時間(迄)
1 北卡羅萊納州立大學 統計 博士 1994-09 1998-08
2 國立中央大學 統計 碩士
3 私立大同工學院 應數 學士 1984-09 1988-06

校內經歷

校內經歷
服務系所
職稱
時間(起)
時間(迄)
1 統計學系 副教授 2010-08 迄今
2 財稅學系 副教授 2010-02 2010-07
3 統計學系 副教授 2009-08 2010-01
4 財稅學系 副教授 2006-08 2009-07
5 統計學系 副教授 2004-08 2006-07
6 統計學系 助理教授 1999-08 2004-07
7 大數據中心 主任 2016-08 2019-07
8 商學進修學士班 主任 2012-08 2016-07
9 分析評量組 組長 2006-08 2009-07

發表期刊論文

發表期刊論文
1 Yu-Chen Chiu, Hwai-Jung Hsu, Jungpin Wu and Don-Lin Yang, "Predicting Student Performance in MOOCs Using Learning Activity Data," Accepted by Jounal of Information Science and Engineering, Vol. 34, No. 5, pp.1223-1235, 2018-09. (SCI,EI)
2 Yu-Lung Hsieh, Don-Lin Yang*, Jungpin Wu and Yi-Chung Chen, "Efficient Mining of Profit Rules from Closed Inter-transaction Itemsets," Journal of Information Science and Engineering, Vol. 32, No. 3, pp. 575-595, 2016-05. (SCI,EI)
3 *Hung, Chiehwei and Jungpin Wu, "The Impact of Position Difference on Employees’ Organizational Commitment after the Merger of Life Insurance Companies," Emerging Markets Finance and Trade, Vol. 52, Iss. 4, 2016-04. (SSCI)
4 Kuo-Cheng Yin, Pei-Chun Tsai, Hsin-Chieh Wang, Don-Lin Yang*, and Jungpin Wu, "A Framework to Evaluate the Advertisement of Digital Signage Over the Internet," Journal of Internet Technology, Vol. 17, No. 1, PP. 29-38, 2016-01. (SCI,EI)
5 Yu-Lung Hsieh, Don-Lin Yang*, and Jungpin Wu, "Effective Application of Improved Profit-Mining Algorithm for the Interday Trading Model," The Scientific World Journal, Volume 2014, pp.1-13, 2014-01. (SCI)
6 Chih-Hsien Lee, Kuo-Cheng Yin, Don-Lin Yang, Jungpin Wu, "Efficient Mining of Frequent Closed Itemsets without Closure Checking," I. J. Comp. Inf. Sys. & Industrial Management Appl.(IJCISIM), Vol. 1, No. 2, PP. 58~67, 2009-10.
7 Jie-Ru Lin, Chia-Ying Hsieh, Don-Lin Yang, Jungpin Wu, Ming-Chuan Hung, "A Flexible and Efficient Sequential Pattern Mining Algorithm," Int. Journal of Intelligent Information and Database Systems, Vol. 3, No. 3, PP. 291~310, 2009-07. (EI)
8 Kuo-Cheng Yin, Chia-Han Yang, Don-Lin Yang, Jungpin Wu, "A Feasible Association Rule Mining Method for Large Datasets," Journal of Jen-Teh, No. 7, PP. 113~124, 2009-06.
9 黃焜煌,吳榮彬,張簡誌誠, "你用青春碰撞什麼?大學生閱讀行為的調查報告," 圖書館學與資訊科學, 35/1, PP. 37~54, 2009-04.
10 Ming-Chuan Hung, Shi-Qin Weng, Jungpin Wu and Don-Lin Yang, "Efficient Mining of Association Rules Using Merged Transactions Approach," WSEAS Transactions on Computers, Iss. 5, Vol. 5, PP. 916~923, 2006-05. (EI,IEE)
11 Ming-Chuan Hung, Jungpin Wu, Jin-Hua Chang and Don-Lin Yang, "An Efficient K-Means Clustering Algorithm Using Simple Partitioning," Journal of Information Science and Engineering, Vol.21, No.6, PP. 1157~1177, 2005-11. (SCI,EI)
12 Pai-Tsen Cheng, Ming-Chuan Hung, Don-Lin Yang and Jungpin Wu, "Mining Structure Patterns with the Motif as a Specified Starting Point," GESTS International Transactions on Computer Science and Eng, Vol.18, No.1, PP. 111~124, 2005-10.
13 Kun-Che Lu, Don-Lin Yang, Jungpin Wu, "An Efficient Clustering Method for Very Large Datasets," WSEAS Transactions on Advances in Engineering Education, Issue 3, Volume 2, PP. 147~155, 2005-07.
14 Jun Zhu, Hsin-Cheng Huang, Jungpin Wu, "Modeling Spatial-Temporal Binary Data Using Markov Random Fields," J. of Agricultural, Biological & Environmental Statistics, 10/2, PP. 212~225, 2005-06. (SCI)
15 吳榮彬, 張瓊文, "具門檻參數之雙變量羅吉斯迴歸的最大概似估計," 經濟與管理論叢, 1/1, PP. 39~55, 2005-01.
16 C.-T. Wu, "A Semiparametric Estimator of the Crossing Point in the Two-Sample Linear Shift Function: Application to Crossing Lifetime Distributions," Biometrical Journal, 46/2, PP. 180~186, 2004-08. (SCI)
17 Chi-tsung Wu, Marcia L. Gumpertz, Dennis D. Boos, "Comparison of GEE, MINQUE, MLE, and REML Estimating Equations for Normally Distributed Data," The American Statistician, 55/2, PP. 125~130, 2001-05. (SCI)
18 Marcia L. Gumpert、吳啟聰、John M. Pye, "Logistic Regression for Southern Pine Beetle Outbreaks with Spatial and Temporal Autocorrelation," FOREST SCIENCE, Vol. 46, 1999-08. (SCI)

會議論文

會議論文
1 Hsiu-Ping Hou, Hwai-Jung Hsu, Jungpin Wu, Don-Lin Yang, "The Design of a Competition Oriented Learning Platform for Open edX Courses," 2017 Taiwan Conference on Software Engineering , pp. 382-387 , 2017-07. Taichung, Taiwan.
2 Yu-Chen Qiu, Hwai-Jung Hsu, Jungpin Wu, Don-Lin Yang, "Using Online Learning Behavior Records to Forecast Student Performance," 2017 Taiwan Conference on Software Engineering , pp. 388-392 , 2017-07. Taichung, Taiwan.
3 Nien-Fu Hsiao, Yu-Chen Qiu, Jung-Pin Wu, Yi-Chung Chen, Don-Lin Yang, "A Learning Assistance System for Flipped Classrooms(翻轉教室的學習輔助系統)," E時代的教育創新國際學術研討會-從翻轉教室到教育翻轉 , pp. 72-89 , 2016-10. Taichung, Taiwan.
4 Shu-Jing Lin, Yi-Chung Chen, Jungpin Wu, and Don-Lin Yang*, "Discovering Long Maximal Frequent Patterns," International Conference on Advanced Computational Intelligence , pp. 136-142 , 2016-02. Chiang Mai, Thailand.
5 Y.L. Hsieh, D.L. Yang, J. Wu, G. Chiang, "Development of Profit Modeling and Efficient Profit Mining Algorithms from the Transactions of Financial Investment Markets," The 18th Mobile Computing Workshop (MC 2013) , pp. 28 , 2013-08. Miaoli County, Taiwan.
6 Shuenn Ren Cheng, Win Chin Lin,Wen Hung Wu, Jungpin Wu, I Fan Cheng, "Solve the single-machine two-agent scheduling problem with deteriorating jobs by using some heuristic-based simulated annealing algorithms," The 13th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2012) , T1D5, p927~p933. , 2012-12. Millennium Resort Patong, Phuket, Thailand.
7 Kuo-cheng Yin, Hsin-chieh Wang, Don-lin Yang*, Jungpin Wu, "A Study on the Effectiveness of Digital Signage Advertisement," International Symposium on Computer, Consumer and Control (IS3C) , pp. 169-172 , 2012-06. Taichung, Taiwan.
8 Ming-Hung Hsieh, Don-Lin Yang*, Jungpin Wu, "Effective Facial Expression Recognition on Melancholia Analysis," 2011 Symposium on Engineering, Medicine, and Biology Applications , Session 13-1, pp.1-4 , 2011-07. Kaohsiung, Taiwan.
9 Wei Chen, Don-Lin Yang, Ming-Chuan Hung, Jungpin Wu, "An Omnipresent Personal Health Management System," The 2011 International Conference on Computing and Security , C-15 , 2011-07. Ulaanbaatar, Mongolia.
10 Wang-Ching Hung, Jungpin Wu, Chih-Cheng Changchien, Don-Lin Yang, "A Preliminary Study on the Questionnaire Data of Reading Behaviors of College Students," 2010 Joint Conference on Object-Oriented Technology and Applications (OOTA) and Software Engineering (TCSE) , 4C-1 , 2010-07. Jhongli, Taiwan.
11 張家諭*,吳榮彬, "離群值出現時的詹森-內曼非顯著區域," 第十九屆南區統計研討會暨第七屆海峽兩岸機率與統計研討會 , 42 , 2010-07. 國立成功大學.
12 詹鎬陽*,吳榮彬, "短尾對稱分配之詹森-內曼非顯著區域," 第十九屆南區統計研討會暨第七屆海峽兩岸機率與統計研討會 , 42 , 2010-07. 國立成功大學.
13 Wei-Cheng Liao, Don-Lin Yang, Jungpin Wu, and Ming-Chuan Hung, "Fast and Effective Generation of Candidate-sequences for Sequential Pattern Mining," NCM2009: Workshop on Interesting Knowledge Mining , pp. 2006-2009 , 2009-08. Seoul, Korea.
14 楊美婷, 林文欽, 吳榮彬, "不等變異數與失衡設計的詹森-內曼非顯著區域," 第十八屆南區統計研討會 , p.135 , 2009-06. 國立中山大學.
15 任海峽, 吳榮彬, 林文欽, "在有限區間上檢定兩迴歸直線是否相交," 第十八屆南區統計研討會 , p.136 , 2009-06. 國立中山大學.
16 吳榮彬, 徐君岳, 林文欽, "兩條迴歸線交叉點的信賴區間," 97年統計學術研討會 , p.92 , 2008-12. 台北大學.
17 Chia-Ying Hsieh, Don-Lin Yang, Jungpin Wu, "An Efficient Sequential Pattern Mining Algorithm Based on the 2-Sequence Matrix," 2008 IEEE ICDM workshop on Foundations of Data Mining , 583-591 , 2008-12. Pisa, Italy.
18 Chih-Hsien Lee, Don-Lin Yang, Jungpin Wu, Kuo-Cheng Yin, "Efficient Mining of Frequent Closed Itemsets without Closure Checking," The 8th International Conference on Intelligent Systems Design and Applications , 269-274 , 2008-11. Kaohsiung, Taiwan.
19 Li-Xuan Lin, Don-Lin Yang, Chia-Han Yang, Jungpin Wu, "Efficient Support Counting of Candidate Itemsets for Association Rule Mining," The Third International Conference on Software and Data Technologies (ICSOFT 2008) , pp. 180-185 , 2008-07. Porto, Portugal.
20 Jia-Yu Dai, Don-Lin Yang, Jungpin Wu, Ming-Chuan Hung, "An Efficient Data Mining Approach on Compressed Transactions," International Conference on Information and Communication Technologies (ICT 2008) , pp. 522-529 , 2008-07. Paris, French.
21 吳同偉, 吳榮彬, "失衡設計且變異數不等的二因子變異數分析," 第十七屆南區統計研討會暨2008年中華機率統計學會年會及學術研討會 , p.135 , 2008-06. 國立東華大學,花蓮,台灣,中華民國.
22 Kuo-Cheng Yin, Don-Lin Yang and Jung-Pin Wu, "A Compact Transaction Mapping Algorithm for Parallel Frequent Itemsets Mining," The 4th Workshop on Grid Technologies and Applications (WoGTA’07) , pp. 70-76 , 2007-12. Taichung, Taiwan.
23 Jie-Ru Lin, Chia-Ying Hsieh, Don-Lin Yang, Jungpin Wu, "A Flexible and Efficient Sequential Pattern Mining Algorithm," The 12th Conference on Artificial Intelligence and Applications (第十二屆人工智慧與應用研討會,入圍最佳研討會論文) , pp. 16-23 , 2007-11. Yunlin, Taiwan.
24 Hsin-Wei Lin, Don-Lin Yang, Wei-Cheng Liao, and Jungpin Wu, "Efficient Support Counting of Candidate Itemsets for Association Rule Mining," The 2nd International Workshop on Chance Discovery and Data Mining , pp. 190-196 , 2007-07. Salt Lake City, Utah, USA.
25 李孟芸, 吳榮彬, "模擬研究兩位置尺度機率分配家族的變異係數---以常態分配與極值分配為例," 第十六屆南區統計研討會 , p.20 , 2007-06. 國立高雄大學,高雄,台灣,中華民國.
26 謝明潭, 吳榮彬, "利用強迫通過觀察值的最小平方迴歸線診斷離群值," 第十六屆南區統計研討會 , p.131 , 2007-06. 國立高雄大學,高雄,台灣,中華民國.
27 王怡晴, 吳榮彬, "變異數不等的一因子變異數分析," 第十六屆南區統計研討會 , p.134 , 2007-06. 國立高雄大學,高雄,台灣,中華民國.
28 廖偲秀, 吳榮彬, 林文欽, "交換法尋找一個共變量存在時A-最佳化的一因子設計," 95年統計學術研討會 , p.66 , 2006-11. 逢甲大學.
29 Ming-Chuan Hung, Jain-Chung Chang, Don-Lin Yang and Jungpin Wu, "An HMM-based Approach for Mining User Moving Patterns in Cellular Communications," The 2nd International Conference on Information Management and Business , pp.509-520 , 2006-02. Sydney, Australia.
30 黃滿美, 楊東麟, 張逢源, "A Study on Bank Customer Contribution and Transaction Behaviour Model Using Data Mining Technology," The 10th Conference on Artificial Intelligrnce and Applications , 79/1-8 , 2005-12. Kaohsiung, Taiwan.
31 Kun-Che Lu, Don-Lin Yang and Jungpin Wu, "Fast Adaptive Clustering for Very Large Datasets," The 9th WSEAS International Conference on Computers , pp. 589-589 , 2005-07. Athens, Greece.
32 Feng-Yuan Chang, Chiu-Yue Lin, Win-Chin Lin, Jungpin Wu, "Reactor operating conditions for fermentative hydrogen production," 15th World Hydrogen Energy Conference , 2004-06. Yokohama, Japan.
33 S.Q. Weng, J.P. Wu, K.C. Lu, and D.L. Yang, "Efficient Mining of Association Rules from Merged Itemsets," 2003 International Conference on Informatics, Cybernetics and Systems , 1452-1457 , 2003-12. Kaohsiung, Taiwan.
34 吳啟聰、張瓊文, "具門檻參數的邊際羅吉函數及羅吉差函數之雙量羅吉斯迴歸," 九十一年統計學術研討會 , 2002-11. 台中東海大學.
35 Yu-Ru Chen, Don-Lin Yang, and Chi-tsung Wu, "Using Data Mining to Construct a Flexible Web Searching System," 2002 International Conference on Chinese Language Computing , 73-80 , 2002-07. Taichung, Taiwan.

專書及技術報告

專書及技術報告
類別
作者群
書名
出版單位
出版單位國別
出版日期
頁數
內容來源
備註
1 專業書籍 吳榮彬 商用統計學—入門與應用 美商麥格羅•希爾台灣分公司 中華民國 2009-08-01 705 編譯或翻譯 ISBN 978-986-157-634-3
2 專業書籍 吳榮彬 工程統計學—原則與應用 美商麥格羅•希爾台灣分公司 中華民國 2008-01-01 700 編譯或翻譯 ISBN 978-986-157-408-0
3 專業書籍 吳榮彬 工程統計學—原則與應用 美商麥格羅•希爾台灣分公司 中華民國 2003-12-01 編譯或翻譯 ISBN 957-493-659-7
4 專業書籍 吳榮彬 商用統計學—入門與應用 美商麥格羅•希爾台灣分公司 中華民國 2002-08-01 編譯或翻譯 ISBN 957-493-576-0
5 專業書籍 吳啟聰 商用統計學—入門與應用 美商麥格羅•希爾台灣分公司 中華民國 2002-05-01 684 原著 譯著

科技部計畫

科技部計畫
計畫名稱
計畫日期(起)
計畫日期(迄)
計畫編號
擔任工作
1 建置一種大規模線上開放課程學生參與度與學習表現的實證模型(S912) 2016-11 2017-10 MOST105-2511-S-035-006- 主持人
2 研發一個基於微型服務的在地老化服務平台 2016-08 2017-07 MOST105-2221-E-035-082- 共同主持人
3 同學、你好 - 選讀MOOCs的智慧小幫手(S912) 2015-11 2016-10 MOST104-2511-S-035-002 - 主持人
4 使用本體論和資料探勘開發一個專業文獻推薦系統-以營養和資訊領域的文獻搜尋為例 2015-08 2016-07 MOST104-2221-E-035-089- 共同主持人
5 探究超數據在迴歸選模之應用 2015-07 2016-02 104-2815-C-035-003-M 主持人
6 研發金融投資交易的利潤模式和有效率的利潤挖掘演算法 2012-08 2013-07 NSC101-2221-E-035-082- 共同主持人
7 研發一個以資料挖掘為基礎之整合式影像處理及影像挖掘系統(2/2) 2010-08 2011-07 NSC98-2221-E-035-059-MY2 共同主持人
8 研發一個以資料挖掘為基礎之整合式影像處理及影像挖掘系統(1/2) 2009-08 2010-07 NSC98-2221-E-035-059-MY2 共同主持人
9 研究和發展以網格運算為基礎之智慧型平行化資料挖掘系統(3/3) 2008-08 2009-07 NSC95-2221-E-035-068-MY3 共同主持人
10 研究和發展以網格運算為基礎之智慧型平行化資料挖掘系統(2/3) 2007-08 2008-07 NSC95-2221-E-035-068-MY3 共同主持人
11 研究和發展以網格運算為基礎之智慧型平行化資料挖掘系統(1/3) 2006-08 2007-07 NSC95-2221-E-035-068-MY3 共同主持人
12 利用廣義線性混合模型分析時空二元數據 2005-08 2006-07 NSC94-2118-M-035-005- 主持人
13 研究和發展以網際網路為基礎之智慧型可調式關連法則挖掘系統(2/2) 2005-08 2006-07 NSC94-2213-E-035-002- 共同主持人
14 研究和發展以網際網路為基礎之智慧型可調式關連法則挖掘系統(1/2) 2004-08 2005-07 NSC93-2213-E-035-032- 共同主持人
15 時空非高斯數據的馬可夫鏈蒙地卡羅式推論 2003-08 2004-07 NSC92-2118-M-035-007- 主持人
16 雙連續累加分配函數交叉點之估計與檢定 2002-08 2003-07 NSC91-2118-M-035-001 主持人
17 客製化原文教科書的市場評價 2002-06 2003-05 NSC91-2416-H-035-001-CC3 共同主持人
18 客製化原文教科書的市場評價(美商麥格羅.希爾國際股份有限公司台灣分公司配合款) 2002-06 2003-05 NSC91-2416-H-035-001-CC3 共同主持人
19 利用事件驅動抽樣計畫估計曲線及曲面(2/2) 2001-08 2002-07 NSC90-2118-M-035-012 主持人
20 利用事件驅動抽樣計畫估計曲線及曲面(1/2) 2000-08 2001-07 NSC89-2118-M-035-010 主持人
21 連接認知生態動物行為之時空模型逼近法 1999-11 2000-07 NSC89-2118-M-035-006 主持人

產學合作計畫

產學合作計畫
計畫名稱
計畫日期(起)
計畫日期(迄)
擔任工作
1 圖書銷售預測分析 2017-10 2018-09 共同主持人
2 信用卡核卡暨額度評分表研究 2017-09 2018-06 主持人
3 新一代數位學習計畫磨課師分項計畫─MOOCs學習資料分析子計畫 2016-02 2017-03 共同主持人

獎勵及指導學生獲獎

獎勵及指導學生獲獎
年度
獲獎名稱
授獎單位
獲獎日期
備註
1 106 逢甲大學論文著作獎勵優良獎 逢甲大學 2017-11-15 Efficient Mining of Profit Rules from Closed Inter-transaction Itemsets
2 106 逢甲大學論文著作獎勵優良獎 逢甲大學 2017-11-15 A Framework to Evaluate the Advertisement of Digital Signage Over the Internet
3 106 逢甲大學論文著作獎勵優良獎 逢甲大學 2017-11-15 The Impact of Position Difference on Employees’ Organizational Commitment after the Merger of Life Insurance Companies
4 104 逢甲大學論文著作獎勵傑出獎 逢甲大學 2015-11-15 Effective Application of Improved Profit-Mining Algorithm for the Interday Trading Model
5 100 100學年度優良導師 逢甲大學 2012-08-15
6 99 逢甲大學論文著作獎勵優良獎 逢甲大學 2010-11-15 A Flexible and Efficient Sequential Pattern Mining Algorithm
7 99 逢甲大學論文著作獎勵優良獎 逢甲大學 2010-11-15 你用青春碰撞什麼?大學生閱讀行為的調查報告
8 96 逢甲大學論文著作獎勵優良獎 逢甲大學 2007-11-15 Efficient Mining of Association Rules Using Merged Transactions Approach
9 95 逢甲大學論文著作獎勵 逢甲大學 2006-11-15 具門檻參數之雙變量羅吉斯迴歸的最大概似估計
10 95 逢甲大學論文著作獎勵 逢甲大學 2006-11-15 Mining Structure Patterns with the Motif as a Specified Starting Point
11 95 逢甲大學論文著作獎勵優良獎 逢甲大學 2006-11-15 Modeling Spatial-Temporal Binary Data Using Markov Random Fields
12 95 逢甲大學論文著作獎勵優良獎 逢甲大學 2006-11-15 An Efficient K-Means Clustering Algorithm Using Simple Partitioning
13 94 逢甲大學論文著作獎勵優良獎 逢甲大學 2005-11-15 A Semiparametric Estimator of the Crossing Point in the Two-Sample Linear Shift Function: Application to Crossing Lifetime Distributions