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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 ) 。

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Abstract 〈TOP〉
Parallel Abstract 〈TOP〉
Reference ( 46 ) 〈TOP〉
  1. 6. 鍾武勳, “應用Fuzzy c-Means演算法之物流中心位址決策模式研究”, 國立中央大學工業管理研究所碩士在職專班碩士論文,2005
  2. 7. 龔惠盈, “資料採礦在產品庫存價值分析之研究---以A公司為例”, 私立元智大學工業工程與管理學研究所碩士論文,2005
  3. 1. Anderberg, M. R., “Cluster Analysis for Applications,” Academic Press, 8, 1, ﹙1973﹚, 2-7.
  4. 5. Bezdek, J.C., Pattern Recognition with Fuzzy Objective Function Algorithms. New York:Plenum Press, ﹙1981﹚.
  5. 7. Craven, M. W., and Shavlik, J. W., “Using neural networks for data mining.” Future Generation Computer System, 13, ﹙1997﹚, 211-229.
Times Cited (4) 〈TOP〉
  1. 滕喆安(2009)。服務性零組件最後訂購情況下最適服務水準之研究 -以汽車產業為例。臺灣大學工業工程學研究所學位論文。2009。1-66。 
  2. 陳捷瑜(2008)。整合多屬性決策及模糊分群方法於台灣共同基金之選擇。臺灣大學商學研究所學位論文。2008。1-104。 
  3. 林翰輝(2007)。考慮需求不確定下庫存管理模式-以汽車維修零件為例。臺灣大學商學研究所學位論文。2007。1-64。 
  4. 蘇韋仲(2007)。考慮供應不確定下定期選擇補貨模式─以汽車維修零件為例。臺灣大學商學研究所學位論文。2007。1-103。 
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