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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 ( 46 ) 〈TOP〉
  1. 胡愈寧、張宏淵、陳靜怡(2004)”整合時間序列資料與總體經濟變數於失業率預測之應用”,育達學院學報8期,P139 – 170
  2. 郭振達(2010),” 多元適應性雲形迴歸於高價值顧客商品偏好之研究”,淡江大學管理科學研究所企業經營碩士在職專班學位論文,新北市
  3. 顏志龍(2007),”美國電影在台灣”,臺灣大學經濟學研究所學位論文,台北市
  4. 顏怡音、韓千山(2012),”企業信用風險指標對智慧資本影響企業價值之干擾效果”,東吳經濟商學學報,台北市
  5. Banerjee, A. (1992). A simple model of herd behavior. Quart. J. Econom. 110, 797–817.
Times Cited (3) 〈TOP〉
  1. 簡妤庭(2015)。非線性電影票房預測模式-以美國市場為例。淡江大學管理科學學系碩士班學位論文。2015。1-55。 
  2. 鄔欣佑(2016)。建構電影票房與口碑分類模式。淡江大學管理科學學系碩士班學位論文。2016。1-61。
  3. 周雅愉(2016)。以圖像資料預測美食圖片點擊數。淡江大學管理科學學系碩士班學位論文。2016。1-57。
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