Image of Shared Nearest Neighbour in Text Mining for Classification Material in Online Learning Using Mobile Application

Text

Shared Nearest Neighbour in Text Mining for Classification Material in Online Learning Using Mobile Application



There are many resources for media learning in online learning that all of the teachers made many media which it made a problem if there have the same subject and material. This problem made online learning having a big database and many materials made useless because the material has the same purpose. The big problem in overload database is that online learning can’t be accessed by everyone. This research to fix this problem developed an algorithm in Artificial Intelligence for the classification of material in online learning with the same subject and purpose so that teachers can use already media. This algorithm is text mining and Shared Nearest Neighbour (SSN) that is embedded in the mobile application to display the classification and the location of searching media in database online learning. The testing in this research applied in 142 media with 130 data training and 12 data testing is the result of testing is 94.7% of the accuracy of the algorithm and The average of validation is 73.33%.


Availability

No copy data


Detail Information

Series Title
-
Call Number
-
Publisher International Journal of Interactive Mobile Tec : Indonesia.,
Collation
005
Language
English
ISBN/ISSN
1865-7923
Classification
NONE
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Specific Detail Info
-
Statement of Responsibility

Other Information

Accreditation
-

Other version/related

No other version available


File Attachment



Information


Web Online Public Access Catalog - Use the search options to find documents quickly