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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 ( 53 ) 〈TOP〉
  1. 吳有龍、王天津、陳盈君、廖敏秀 (2007),台幣對多國外幣匯率灰預測研究,2007南台灣資訊科技與應用研討會,(382–388頁),高雄:美和技術學院。
  2. 高長、蔡慧美 (2003),大陸外匯體制變遷及人民幣升值趨勢分析,經濟前瞻,90,64–69。
  3. 許文馨 (2013),中國外匯存底預測¬¬–迴歸模式,台北科技大學經營管理系碩士論文,未出版,台北市。
  4. 張瓊文、張瑞芳 (2010),應用基因演算法與到傳遞類神經網路於匯率預測模型之開發,嘉南學報,36,270–279。
  5. 黃永成 (2011),結合灰關聯分析之模糊連續遺傳演算法對選擇權之評價,資訊管理學報,18(1),133–153。
Times Cited (2) 〈TOP〉
  1. 林維謙(2016)。應用灰關聯分析與類神經網路於歐元漲跌預測模式建立之研究。義守大學財務金融學系學位論文。2016。1-61。
  2. 江東美(2017)。財經訊息對匯率的影響-以歐元為例。臺中科技大學財務金融研究所碩士班學位論文。2017。1-46。
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