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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. 江韋達(民100)。運用資料及文字探勘探討不同市場營運概況文字敘述及財務表現之一致性。國立政治大學會計研究所碩士論文。
  2. 林千翔、張嘉惠、陳貞伶。(民99)。結合長詞優先與序列標記之中文斷詞研究。中文計算語言學期刊, 15(3-4), 161-179。
  3. 葉乃菁、王玳琪、張嘉珍、吳騏、賴志遠(民98)。建構創新政策研究工具—文字探勘之應用簡介。科技政策研究與資訊中心。取自http://www.narlabs.。
  4. 葉又豪(民100)。運用文字探勘分析非量化資訊協助投資人預測公司財務表現。國立政治大學會計研究所碩士論文。
  5. Ball, Ray. 2006. International financial reporting standards (ifrs): pros and cons for             investors. Accounting & Business Research, 2006 Special Issue, 36: 5-27
Times Cited (1) 〈TOP〉
  1. 顏佑澄(2014)。運用社會網絡分析技術於財務報表之研究。中正大學資訊管理學系學位論文。2014。1-118。
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