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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 ( 60 ) 〈TOP〉
  1. 陳國玄(民93),人工?經網?與統計方法應用於台灣上市電子?股價指?預測與分?之研究,成功大學統計學研究所碩士?文。
  2. 陳執中(民95),台股加權指數隔月收盤價預測之研究,成功大學統計學系碩士論文。
  3. 黃麒元(民94),全球主要指數股票型基金之外溢效果與績效之研究,中原大學企業管理研究所碩士論文。
  4. 廖廣毅(民88),以??經網?預測股價指?漲跌,元智大學工業工程研究所碩士論文。
  5. 蔡晨瑩(民94),臺灣50指數ETF整合型分類預測之研究,成功大學統計學系碩士論文。
Times Cited (1) 〈TOP〉
  1. 黃英傑(2010)。以類神經網路模式評估電子書消費市場之趨勢。臺中科技大學流通管理系碩士班學位論文。2010。1-83。
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