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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 ( 24 ) 〈TOP〉
  1. Arshanapalli, B. G., Coggin, T. D., & Doukas, J. (1998). Multifactor asset pricing analysis of international value investment strategies. The Journal of Portfolio Management, 24(4), 10–23.
  2. Bauman, W. S., Conover, C. M., & Miller, R. E. (1998). Growth versus value and large-cap versus small-cap stocks in international markets. Financial Analysts Journal, 75–89.
  3. Lakonishok, J., Shleifer, A., & Vishny, R. W. (1994). Contrarian investment, extrapolation, and risk. The Journal of Finance, 49(5), 1541–1578.
  4. 張瓊如. (2010). KD和MA技術指標在選擇權投資策略時機的應用-以台指選擇權為例. 逢甲大學, 台中市.
  5. 徐偉強. (2012). 基本面, 籌碼面與總體經濟對台灣半導體產業股票報酬影響之研究. 交通大學工業工程與管理系所學位論文, 1–60.
Times Cited (3) 〈TOP〉
  1. 謝家宜(2016)。運用月營收結合多面向因子建構大型股投資模型。中原大學資訊管理研究所學位論文。2016。1-128。
  2. 沈君奕(2016)。運用籌碼面建構小型股多空選股模型。中原大學資訊管理研究所學位論文。2016。1-105。
  3. 蔡薰誼(2017)。運用類神經網路建構台積電預測模型。中原大學資訊管理研究所學位論文。2017。1-63。
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