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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 ( 38 ) 〈TOP〉
  1. 3. 張凱婷,「應用支撐向量迴歸及模糊規則於股價買賣點之預測」,元智大學,碩士論文,2011。
  2. 6. Bao, D., Yang, Z., “Intelligent Stock Trading System by Turning Point Confirming and Probabilistic Reasoning,” Expert Systems with Applications,34, pp.620-627, 2008.
  3. 7. James,F. E., “Monthly Moving Averages-An Effective Investment Tool?” Journal of Financial and Quantitative Analysis, 3 (3), pp.315-326, 1968.
  4. 8. Pruitt, S. W., White, R. E.,” The CRISMA Trading System: Who Says Technical Analysis Can’t Beat the Market?” Journal of Portfolio Management, 14 (3), pp.55-58, 1988.
  5. 15. 李惠妍,「類神經網路與迴歸模式在台股指數期貨預測之研究」,國立成功大學,碩士論文,2003。
Times Cited (4) 〈TOP〉
  1. 黃鉦皓(2013)。股市關鍵技術指標萃取於智慧型交易系統之研究。元智大學資訊管理學系學位論文。2013。1-79。 
  2. 黎博文(2015)。我國職業(勞工)安全衛生法適用事業範圍之研究—兼論事業之風險與風險評估。國立臺灣大學環境衛生研究所學位論文。2015。1-128。 
  3. 林玉萍(2011)。臺灣彩券之經營歷程與福利效應-以苗栗縣肢體障礙經銷商為例。臺北大學社會工作學系學位論文。2011。1-123。
  4. 邱嬿蓉(2011)。我國自營作業者勞動條件與權益之探討-以台北市便當販售業者為例。政治大學勞工研究所學位論文。2011。1-149。
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