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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〉
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Reference ( 22 ) 〈TOP〉
  1. [1]Bruce, R. and Wiebe. J., 2000, "Recognizing Subjectivity: A Case Study in Manual Tagging," Natural Language Engineering, pp. 187-205.
  2. [2]Cen, S., Mao, Y., Li, R. and Wang, X., 2008, "Credit Distribution: A Graph-Based Approach to Extract Product Description Words," International Symposium on Knowledge Acquisition and Modeling, IEEE, pp.398-402.
  3. [4]Duan, H., Bao, S., and Yu, Y., 2007, "CCRM: An Effective Algorithm for Mining Commodity Information from Threaded Chinese Customer Reviews," Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 473-480.
  4. [11]Miao, Q., Li, Q., and Dai, R., 2009, "AMAZING: A Sentiment Mining and Retrieval System," Expert Systems with Applications: An International Journal, pp.7192-7198.
  5. [16]Thet, T. T., Na, J-C., and Khoo, C., 2008, "Sentiment Classification of Movie Reviews Using Multiple Perspectives," Proceedings of International Conference on Asian Digital Libraries (ICADL), pp.184-193.
Times Cited (6) 〈TOP〉
  1. 曹又心(2015)。結合搭配詞與主題概念改善中文口碑分類。中原大學資訊管理研究所學位論文。2015。1-98。 
  2. 林偉揚(2011)。應用種子詞彙延伸方式於BBS電影評論之口碑分析。元智大學資訊管理學系學位論文。2011。1-59。 
  3. 黃秋敏(2011)。探討慢性精神疾病患者戒菸方案之成效:以跨理論模式為基礎。臺北醫學大學護理學系碩士暨碩士在職專班學位論文。2011。1-218。 
  4. 江曉惠(2011)。比較不同菸品健康福利捐對目前吸菸者的戒菸意圖 及吸菸行為變化之差異—以台北市萬華區為例。臺北醫學大學護理學系碩士暨碩士在職專班學位論文。2011。1-108。 
  5. 李佩璇(2011)。成年人是否吸菸及有否戒菸成功之相關因素探討。亞洲大學健康產業管理學系健康管理組學位論文。2011。1-113。
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