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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 ( 9 ) 〈TOP〉
  1. [2] Y. Min, S. Bin and Li Ming-fang, “A kind of classification and regression tree algorithm for unusual customers recognition in telecom trade,” in 2004, pp.561-564.
  2. [6] 陳智揚, “有效率的複合式後項關聯式法則探勘演算法-以壽險業為例 An Efficient Algorithm for Association Rule with Disjunctive Consequent–The Case of the Insurance Industry,” June ,2006. 2006.
  3. [7] 謝幸宏, “無線網路客戶行為分析 Analysis of wireless customers’ behavior,” June ,2006. 2006.
  4. [8] 賴司平, “利用資料探勘技術分析WIFLY客戶使用行為 Analyzing Behaviors of WIFLY customers using Data Mining techniques,” June ,2007. 2007.
  5. 參考資料
Times Cited (2) 〈TOP〉
  1. 賴淑華(2012)。影響顧客再購決策之研究-以M保險公司為例。元智大學管理碩士在職專班學位論文。2012。1-46。
  2. 何瑞芝(2012)。從服務人員觀點探討尊榮VIP顧客忠誠度- 以富邦人壽保險公司為例。元智大學管理碩士在職專班學位論文。2012。1-86。
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