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題名：一個企業內網路使用記錄之資料發掘架構
書刊名：電子商務學報
作者：楊亨利 引用關係／賴冠龍
作者(外文)：Yang, Heng-li／Lai, Kuan-long
出版日期：2003
卷期：5:2
頁次：頁37-59
主題關鍵詞：企業內網路；使用記錄；資料發掘；關聯規則；特性規則；Intranet；Usage log；Association rule；Characteristic rule；Data mining
原始連結：連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:6
  • 點閱點閱:13
以往對全球資訊網的資料發掘主要侷限於網際網路上，而發掘的規則也分別是有關網頁內容或使用者紀錄，沒有看到兼具兩者的知識。然而，隨著企業內網路的運用日益廣泛，有關其資料發掘的研究也日益重要。本研究把「資料內容」與「使用者紀錄」加以結合，另方面，也考慮到發掘之前置處理工作，提出一個具有學術價值及實務可行的使用紀錄資料發掘架構，來發掘企業內網路中所隱含的兼具「特性規則」及「關聯規則」之使用行為知識。同時以JAVA建置一個雛形系統，來驗證其可行性。
Most of past researchers have only paid attentions to data mining on Internet. Their mining rules are either related to Web content or Web Usage, but not to both. Since the applications on Intranet have become widespread, its related data mining is now important. This research has combined “Web content” and “Web usage” data, and proposed an intranet data mining framework, which should be academically valuable and practically feasible. It includes the pre-processing phase of data mining. The framework would be used to find out the combination of characteristic rules and association rules, which would imply some usage behaviors. In addition, we will implement a prototype in JAVA to test the feasibility of the framework.
期刊論文
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9.Srivastava, J.、Cooley, R.、Deshpande, M.、Tan, P. N.(2000)。Web usage mining: Discovery and applications of usage patterns from web data。ACM SIGKDD Explorations Newsletter，1(2)，12-23。  new window
10.陳仕昇、許秉瑜、陳彥良(19991200)。以可重複序列挖掘網路瀏覽規則之研究。資管評論，9，53-71。  延伸查詢new window
11.楊亨利、郭家佑(20000500)。資料庫中空間性週期關聯規則之發掘--以便利商店交易資料為例。中華管理評論，3(2)，99-121。  延伸查詢new window
12.Chakrabarti, Soumen、Dom, Byron E.、Gibson, David、Kleinberg, Jon、Kumar, Ravi、Raghavan, Prabhakar、Rajagopalan, Sridhar、Tomkins, Andrew(1999)。Mining the Link Structure of the World Wide Web。IEEE Computer，32(8)，60-67。  new window
13.Dhar, V.、Tuzhilin, A.(1993)。Abstract-Driven Pattern Discovery in Databases。IEEE Transaction Knowledge and Data Engineering，5(6)，926-938。  new window
14.Han, J.、Cai, Y.、Cercone, N.(1993)。Data Driven Discovery of Quantitative Rules in Relation Databases。IEEE Transaction Knowledge and Data Engineering，5(1)，29-40。  new window
15.Kim, Yong Soo、Yum, Bong-jin(20021200)。Identification of Navigational Paths of Users Routed through Proxy Servers for Web Usage Mining。Asia Pacific Management Review，7(4)，497-510。  new window
16.Kosala, R.、Blockeel, H.(2000)。Web Mining Research: A Survey。SIGKDD Explorations，2(1)，1-15。  new window
17.Schwartz, M. F.、Emtage, A.、Kahle, B.、Neuman, B. C.(1992)。A Comparison of Internet Resource Discovery Approaches。Comput. Syst.，5(4)，461。  new window
18.Yoon, J. P.、Kerschberg, L.(1993)。A Framework for Knowledge Discovery and Evolution in Databases。IEEE Transactions on Knowledge and Data Engineerings，5(6)，973-979。  new window
19.Cooley, R.、Mobasher, B.、Srivastava, J.(1999)。Data Preparation for Mining World Wide Web Browsing Patterns。Knowledge and Information Systems，1(1)，5-32。  new window
20.楊亨利、林幸怡(19980900)。先前知識導向的資料發掘。中山管理評論，6(3)，903-946+762。new window  延伸查詢new window
21.楊亨利、金士俊(20010100)。一個全球資訊網資料發掘的架構--以英語教學為例。資訊管理學報，7(2)，143-181。new window  延伸查詢new window
會議論文
1.Cooley, R.、Mobasher, B.、Srivastava, J.(1997)。Web Mining: Information and Pattern Discovery on the World Wide Web。The 9th IEEE International Conference on Tools with Artificial Intelligence，558-567。  new window
2.Han, J.、Fu, Y.(1995)。Discovery of Multiple-Level Association Rules from Large Databases。The 1995 International conference on very large data bases。Zurich。420-431。  new window
3.Pei, J.、Han, J.、Mortazavi-asl, B.、Zhu, H.(2000)。Mining Access Patterns Efficiently from Web Logs。The 2000 Pacific-Asia Conference on Knowledge Discovery and Data Mining。Kyoto。396-407。  new window
4.Agrawal, R.、Ghosh, S.、Imielinski, T.、Iyer, B.、Swami, A.(1992)。An interval classifier for database mining applications。The 18th International Conference on Very Large Databases。Vancouver, BC。560-573。  new window
5.Agrawal, R.、Srikant, R.(1995)。Mining Sequential Patterns。The Eleventh International Conference on Data Engineering，3-14。  new window
6.Han, J.、Cai, Y.、Cercone, N.(1992)。Knowledge Discovery in Databases: An Attribute-Oriented Approach。The 18th International Conference on Very Large Data Bases，547-559。  new window
7.李俊宏、吳志鴻(2000)。文件探勘技術應用於B2B電子商務入口網站開發之研究。第六屆資訊管理研究與實務研討會。  延伸查詢new window
8.陳榮靜、沈慧宇(2000)。一個新的網站瀏覽路徑資料探勘之研究。第六屆資訊管理研究暨實務研討會。  延伸查詢new window
9.黃明正、苑守慈(1999)。知識探勘與競爭者分析之研究。第五屆資訊管理研究暨實務研討會，247。  延伸查詢new window
10.Brin, S.、Page, L.(1998)。The Anatomy of a Large-Scale Hyper-textual Web Search Engine。Seven International World Wide Web Conference。Brisbane。  new window
11.Chen, Tzung-Shi、Chu, Chih-Hao、Yang, Chia-Ching(2000)。Mining Traversal Patterns on the Internet。第六屆資訊管理研究暨實務研討會。  延伸查詢new window
12.Han, J.、Zaine, O. R.、Fu, Y.(1995)。Resource and Knowledge Discovery in Global Information Systems: A Scalable Multiple Layered Database Approach。Forum on Research and Technology Advances in Digital Libraries。McLean, Virginia。  new window
13.Han, J.、Koperski, K.、Adhikary, J.(1996)。Spatial Data Mining: Progress and Challenges。1996 SIGMOD'96 Workshop, on Research Issues on Data Mining and Knowledge Discovery。Montreal。  new window
14.Houtsma, M.、Swami, A.(1995)。Set-Oriented Data Mining for Association Rules in Relational Databases。IEEE 11th International Conference on Data Engineering。Taipei。  new window
15.Kleinberg, J. M.(1998)。Authoritative Sources in a Hyper-linked Environment。ACM-SIAM Symposium on Discrete Algorithms。  new window
16.Lai, H.、Yang, T.-C.(2000)。A Group-based Inference Approach to Customized Marketing on the Web-Integrating Clustering and Association Rules Techniques。The 33rd Hawaii International Conference on System Sciences。  new window
17.Lin, Yu-Chih、Lin, Jun-Lin(1998)。An Incremental Updating Technique for Maintenance of Association Rules。第九屆國際資訊管理學術研討會。  延伸查詢new window
18.Park, J.、Chan, M. S. S.、Yu, P. S.(1995)。An Effective Hash-Based Algorithm for Mining Association Rules。The 1995 ACM SIGMOD。San Jose, California。207-216。  new window
19.Zaine, O. R.、Xin, M.、Han, J.(1998)。Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs。Advances in Digital Libraries Conf。  new window
研究報告
1.Mobasher, B.、Jain, N.、Han, E.、Srivastava, J.(1996)。Web Mining: Pattern Discovery from World Wide Web Transactions。Department of Computer Science, University of Minnesota。  new window
學位論文
1.宋振裕(1996)。一個漸進式資料庫知識擷取的方法(碩士論文)。國立交通大學。  延伸查詢new window
2.孫允理(1997)。企業網路在辦公室應用之實作(碩士論文)。淡江大學。  延伸查詢new window
3.陳哲閎(1997)。Intranet上一般化工作流程管理系統的設計與實作(碩士論文)。國立臺灣大學。  延伸查詢new window
4.陳博智(1997)。歸納邏輯程式在知識庫修正及知識發掘之應用(博士論文)。國立交通大學。  延伸查詢new window
5.楊子青(2000)。購物車資料在網路行銷溝通決策之應用(博士論文)。國立中山大學。new window  延伸查詢new window
6.薛如芳(1995)。以歸納學習自關聯式資料庫中發掘知識(碩士論文)。國立交通大學。  延伸查詢new window
7.顏秀珍(1997)。從大型資料庫中有效發掘知識的方法探討(博士論文)。國立清華大學。  延伸查詢new window
8.Zaine, O. R.(1999)。Resource and Knowledge Discovery from the Internet and Multimedia Repositories(博士論文)。Simon Fraser University。  new window
圖書
1.Allen, Cliff、Kania, Deborah、Yaeckel, Beth(1998)。Internet World Guide to One-to-One Web Marketing。New York, NY：Wiley Computer Pub.。  new window
其他
1.Hallam-Baker, Phillip M.，Behlendorf, Brian。Extended Log File Format，http://www.w3.org/pub/WWW/TR/WD-logfile.html。  new window
圖書論文
1.Frawley, W. J.、Piatetsky-Shapiro, G.、Matheus, C. J.(1991)。Knowledge Discovery in Databases: an Overview。Knowledge Discovery in Databases。AAAI/MIT Press。  new window
2.Han, J.、Cai, Y.、Cercone, N.(1991)。Attribute-Oriented Induction in Relational Databases。Knowledge Discovery in Databases。California：AAAI/MIT Press。  new window
3.Han, J.、Nishio, S.、Kawano, H.(1994)。Knowledge Discovery in Object-Oriented and Active Databases。Knowledge Building and Knowledge Sharing。Tokyo：Ohmsha, Ltd。  new window
 
 
 
 
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