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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 ) 。

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Reference ( 35 ) 〈TOP〉
  1. 1. Abby Huang (2018/07/03)。台灣是缺電,還是太「浪費」電 —— 拼命蓋電廠其實不見得有用。The News Lens 關鍵評論網。民108年5月8日,取自:
  2. 2. 台電綜合研究所(無日期)。台電智慧電網未來規劃與運作。民108年5月8日,取自:台電智慧電網未來規劃與運作_王金墩主任.pdf
  3. 3. 趙家緯 (2018)。建構「效率優先」的夏月尖峰戰略。民108年5月8日,取自:國立台灣大學社會科學院風險社會與政策研究中心網頁:
  4. 4. 鄭睿合, 陳冠翰, 呂易恂, 梁啟源, 陳博貴, 林文祥 (2019)。不同家庭用電級距特性分析與節能措施建議。經濟前瞻,179。民108年5月8日,取自:臺灣經濟-鄭睿合等.pdf
  5. 1. Ahmad, A. S., Hassan, M. Y., Abdullah, M. P., Rahman, H. A., Hussin, F., Abdullah, H., & Saidur, R. (2014). A review on applications of ANN and SVM for building electrical energy consumption forecasting. Renewable and Sustainable Energy Reviews, 33(1), 102-109.
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