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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〉
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Reference ( 58 ) 〈TOP〉
  1. 李惠妍、吳宗正、溫敏杰(2006)。迴歸模式與類神經網路在臺股指數期貨預測之研究。經營管理論叢,2(1),83-99。
  2. 姜淑美、鄭婉秀、邱建良(2003)。外資交易行為、股市及匯市動態關係之研究,風險管理學報,5(1),45-64。
  3. 姚蕙芸、梁志民(2004)。空頭走勢期間台股股價指數及相關因素之因果關係研究。商管科技季刊,5(2),109-127。
  4. 郭素菱(2002)。機構投資人與財務報表攸關性之研究。成功大學會計研究所博士論文,台南。
  5. 盧陽正、翁振益、方豪(2008)。臺灣股市三大法人持股調整、群聚效應、回饋交易、串流行為與群聚之動量持續性。管理與系統期刊,15(4)。
Times Cited (1) 〈TOP〉
  1. 黃筱淇(2012)。以灰色理論探討台灣加權股價指數與有關經濟因素之研究。樹德科技大學經營管理研究所學位論文。2012。1-104。
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