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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 ( 44 ) 〈TOP〉
  1. 7. 施正宏(2004)。結合總體經濟指標及個股財報資料以預測個股漲跌-以台灣電子類股為例,中原大學資訊管理學系碩士學位論文。
  2. 8. 姚至成(2004)。運用資料探勘技術建構脂肪肝預測模式,中原大學資訊管理學系碩士論文。
  3. 12. 楊琇媛(2002)。利用資料倉儲與資料探勘技術於招生策略與學生特質分析之研究,中原大學資訊管理學系碩士學位論文。
  4. 14. 蔡智政(2002)。應用CART決策樹與資料視覺技術於低良率晶圓成因探討,元智大學工業工程與管理學系碩士論文。
  5. 15. 鐘依芸(2004)。行動電話系統業服務品質滿意度之研究-應用統計分析與決策樹,元智大學工業工程與管理學系碩士論文。
Times Cited (2) 〈TOP〉
  1. 姜逸中(2012)。以生活型態與調節焦點探討文化創意產業活動之推薦。中原大學企業管理研究所學位論文。2012。1-94。 
  2. 吳雅娟(2013)。資料探勘技術於家居零售業之應用-以A公司為例。臺北科技大學工業工程與管理系碩士班學位論文。2013。1-73。
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