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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〉
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Reference ( 52 ) 〈TOP〉
  1. [1]王堅斌(2003),使用分類結合法與決策樹判別忠誠顧客,國立成功大學工業與資訊
  2. [3]余志聰(2005),售後服務型產品之客戶關係管理-以空調業為例,國立成功大學工業與資訊管理系研究所碩士論文。
  3. [7]陳曉芬(2005),應用資料挖礦技術於全民健康保險研究資料庫-以骨質疏鬆症為
  4. [8]陳宗亮(2007) ,應用資料探勘技術於線上拍賣使用者之研究,玄奘大學資訊科學
  5. [10]曾素真(2007),以資料探勘分析多樣少量訂貨生產採購流程時間之研究,國立成功大學工業與資訊管理系研究所碩士論文。
Times Cited (1) 〈TOP〉
  1. 蔡玉慈(2012)。應用資料探勘法在面板業售後客服價值分析之研究。成功大學工程管理碩士在職專班學位論文。2012。1-78。 
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