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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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Reference ( 42 ) 〈TOP〉
  1. 倪衍森、黃寶玉、賴步昇(2010)。台灣股票市場資訊揭示與投資者情緒反應的互動關係。2010行為財務學暨新興市場理論與實證研討會論文集。台北市:世新大學。
  2. 許溪南、郭玟秀、鄭乃誠(2005)。投資人情緒與股價報酬波動之互動關係:台灣股市之實證。台灣金融財務季刊。6(3),107-121。
  3. 陳淑玲(2010)。臺灣股票市場技術指標之研究-不同頻率資料之分析。台中市:東海大學財務金融學系在職專班未出版碩士論文。
  4. 楊伶升(2009)。運用類神經網路、投資標的基本面和技術面分析決定最佳投資組合。台北市:國立臺北大學企業管理學研究所未出版碩士論文。
  5. 蔡佩蓉、王元章、張眾卓(2009)。投資人情緒、公司特徵與台灣股票報酬之研究。經濟研究。45(2),273-322。
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