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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 ( 40 ) 〈TOP〉
  1. pp.196-201。
  2. 11陳垂呈,「應用關聯規則規劃最適性之旅遊行程及行銷策略」,第二屆觀光休閒暨餐旅產業永續經營學術研討會論文集,2003年6月19號。
  3. 1.Agrawal,R.and Srikant,R., "Fast Algorithm for Mining Association Rules in Large Databases," In Proc. 1994 In’t Conf. VLDB, pp. 487-499,Santiago, Chile, Sep. 1994.
  4. 2.Brin,S., Motwani,R., Ullman,J.D., and Tsur,S., "Dynamic Itemset Counting and Implication Rules for Market Basket Data," ACM SIGMOD Conference on Management of Data, pp.255-264, 1997.
  5. 4.Quinlan,J. R. , C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA, 1993.
Times Cited (2) 〈TOP〉
  1. 陳婷婷(2009)。以資料探勘技術分析拍賣網站數位相機購物消費行為。淡江大學統計學系碩士班學位論文。2009。1-114。 
  2. 黃俊良(2016)。臺北市公共自行車系統旅次特性分析。淡江大學運輸管理學系運輸科學碩士班學位論文。2016。1-106。
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