Search & Read at all times.
Your portable library is online!,Hello!
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 ( 94 ) 〈TOP〉
  1. 何欣容 (2014)。資料採礦於臉書商業模式推薦機制之研究。淡江大學管理科學系碩士班,新北市。
  2. 李紹良(2012)。十五萬人的BBS是如何煉成的:批踢踢實業坊技術演變歷程之研究,國立政治大學社會所碩士論文。台北市。
  3. 林芸妃 (2011)。資料採礦應用於網上社群使用行為與購物行為探勘之研究。淡江大學管理科學研究所碩士班碩士論文。新北市。
  4. 姚嘉如 (2012)。國小高年級學童使用社群網站Facebook動機、行為與隱私設置研究。北市教大社教學報,11,388-424。
  5. 楊士弘(2014)。探討沉浸經驗對青年使用通訊軟體的使用者行為研究-以通訊軟體 LINE 為例,朝陽科技大學企業管理學系碩士論文。台中市。
Times Cited (3) 〈TOP〉
  1. 林庭宏(2016)。資料探勘於西餐廳經營模式發展之研究。淡江大學管理科學學系碩士班學位論文。2016。1-119。
  2. 方誌晟(2017)。資料探勘於電視劇跨螢行為與數位行銷之研究。淡江大學管理科學學系碩士班學位論文。2017。1-138。
  3. 楊凱鈞(2017)。資料探勘於運動商品與專業課程推薦機制之研究。淡江大學管理科學學系碩士班學位論文。2017。1-106。
Altmetrics 〈TOP〉
E-mail :
When an article is available to download, a notice will be sent to your mailbox address.
E-mail :