Search & Read at all times.
Your portable library is online!,Hello!
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 ( 57 ) 〈TOP〉
  1. [1]王路晴(2014)。ITF網站中男子網球選手基本資料分析。屏東科技大學工業管理系所碩士論文。
  2. [8]李伊容(2012)。多空頭市場下台灣與美國ETF之研究-以台灣50 ETF及SPDR為例。淡江大學財務金融學系碩士在職專班研究所論文。
  3. [10]何文榮、曾見文(2007)。「台灣50指數ETF價格發現之研究」。華人經濟研究,5(1),87-107。
  4. [14]查恆(2013)。大數據與行動裝置跨界商務整合之劇本分析-設計思考觀點。淡江大學國際商學碩士在職專班碩士論文。
  5. [19]陳岱佑(2013)。台灣指數期貨與ETF價差交易之研究-以台指期貨、電子期貨、金融期貨與台灣50 ETF為例。國立交通大學財務金融研究所碩士論文。
Times Cited (3) 〈TOP〉
  1. 陳毓倫(2016)。以大數據技術分析及預測手機網路聲量與銷售量之關聯。淡江大學資訊工程學系碩士在職專班學位論文。2016。1-56。
  2. 王抒品(2016)。以大數據分析便利商店水果購買行為之研究。中原大學資訊管理研究所學位論文。2016。1-84。
  3. 田佳儒(2016)。電子商務與大數據在壽險應用之研究。淡江大學保險學系保險經營碩士在職專班學位論文。2016。1-87。
Altmetrics 〈TOP〉
E-mail :
When an article is available to download, a notice will be sent to your mailbox address.
E-mail :