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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 ( 52 ) 〈TOP〉
  1. 許中川、陳景揆,2001,「探勘中文新聞文件」,資訊管理學報,第七卷,第二期:103-122頁。
  2. 戚玉樑,2005,「知識擷取與知識表達協同程序於建構本體的概念架構」,資訊管理學報,第十三卷,第二期:193-215頁。
  3. 戚玉樑,2006,「知識擷取與知識表達協同程序於建構知識本體的概念架構」,資訊管理學報,第十三卷,第二期:193-215頁。
  4. 戚玉樑、蔡明宏,2007,「以文件為對象的概念萃取程序建立知識本體的雛型架構」,資訊管理學報,第十四卷,第一期:47-66頁。
  5. 經濟部商業司,2006,「經濟部95年度商業發展情勢年報」,台北市:中華經濟研究院。
Times Cited (11) 〈TOP〉
  1. 時立哲(2013)。使用模糊本體開發餐廳口碑的推薦系統。中原大學資訊管理學系學位論文。2013。1-77。 
  2. 杜明潔(2018)。消費者網路電影口碑推薦系統。中原大學資訊管理學系學位論文。2018。1-198。 
  3. 林政輝(2010)。以口碑為基礎之個人化餐廳推薦機制。中原大學資訊管理學系學位論文。2010。1-74。 
  4. 蔡宛庭(2013)。以整合知識分類架構為基礎的餐廳口碑推薦系統。中原大學資訊管理學系學位論文。2013。1-63。 
  5. 廖冠婷(2007)。國際觀光旅館業員工工作生活品質、工作適應與離職意願之關聯性研究。高雄餐旅學院餐飲管理研究所學位論文。2007。1-151。 
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