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Search Symbol (Half-width) Description of Search Symbols
Space "AND" indicates the intertwining of key terms used in a search
Double Quotation Marks ("") ( " " ) Double quotation marks indicate the beginning and end of a phrase, and the search will only include terms that appear in the same order of those within the quotations. Example: "image process" : " image process "
? Indicates a variable letter. Entering two ? will indicate two variable letters, and so on. Example: "Appl?", search results will yield apple, apply… e , appl y … ( (often used to English word searches) )
* Indicates an unlimited number of variable letters to follow, from 1~n. Example: Enter "appl*", search results will yield apple, apples, apply, applied, application…(often used in English word searches) e , appl es , appl y , appl ied , appl ication … ( (often used to English word searches) )

Boolean logic combinations of key words is a skill used to expand or refine search parameters.
(1) AND (1) AND: Refines search parameters
(2) OR (2) OR: Expands search parameters (3) NOT: Excludes irrelevant parameters


DOI stands for Digital Object Identifier ( D igital O bject I dentifier ) ,
and is the unique identifier for objects on the internet. It can be used to create persistent link and to cite articles.

Using DOI as a persistent link

To create a persistent link, add「」 「 」 before a DOI.
For instance, if the DOI of an article is 10.5297/ser.1201.002 , you can link persistently to the article by entering the following link in your browser: 10.5297/ser.1201.002
The DOI link will always direct you to the most updated article page no matter how the publisher changes the document's position, avoiding errors when engaging in important research.

Cite a document with DOI

When citing references, you should also cite the DOI if the article has one. If your citation guideline does not include DOIs, you may cite the DOI link.

DOIs allow accurate citations, improve academic contents connections, and allow users to gain better experience across different platforms. Currently, there are more than 70 million DOIs registered for academic contents. If you want to understand more about DOI, please visit airiti DOI ) 。

Abstract 〈TOP〉
Parallel Abstract 〈TOP〉
Reference ( 84 ) 〈TOP〉
  1. 8.吳國禎,「資料探索在醫學資料庫之應用」,碩士論文,私立中原大學醫學工程研究所,2000。
  2. 16.陳來成,「應用資料探勘技術建立商業預測模式-以信用卡為例」,碩士論文,元智大學資訊管理研究所,2002。
  3. 21.遠擎管理顧問公司編,「顧客關係管理深度解析」,初版,台北,2001。
  4. 27.藍中賢,「結合模糊集合理論與貝氏分類法之資料探勘技術」,碩士論文,私立元智大學資訊研究所,2000。
  5. 31.Hughes, A. M., Strategic Database Marketing-The Masterplan for Starting and Managing a Profitable, Customer-Based Marketing Program, McGraw-Hill Companies, 2000.
Times Cited (23) 〈TOP〉
  1. 羅惟元(2008)。以悠遊卡交易資料探索公車路線之旅客起迄。淡江大學運輸管理學系碩士班學位論文。2008。1-78。 
  2. 江伊棠(2010)。以感性工程探討網路旅遊服務之情緒層面。中興大學科技管理研究所學位論文。2010。1-87。 
  3. 楊士霆(2007)。支援技術與諮詢服務供應者營運之業務建議與個人化知識提供模式。清華大學工業工程與工程管理學系學位論文。2007。1-227。 
  4. 宋佳麟(2009)。運用資料探勘技術建構共同基金合併清算預測模型。中原大學資訊管理研究所學位論文。2009。1-73。 
  5. 曾照銘(2009)。應用關聯法則於半導體表面黏著技術異常診斷之研究。元智大學工業工程與管理學系學位論文。2009。1-74。 
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