Assessing an Innovative Virtual Museum Application using Technology Acceptance Model
This study discusses the assessment of a virtual museum application development based on machine learning models for Palembang culture education through the Sultan Mahmud Badaruddin II museum cultural heritage by using the Technology Acceptance Model approach. The application was tested to measure t...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
State Islamic University Sunan Kalijaga
2023-01-01
|
| Series: | IJID (International Journal on Informatics for Development) |
| Subjects: | |
| Online Access: | https://ejournal.uin-suka.ac.id/saintek/ijid/article/view/3758 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850149910740992000 |
|---|---|
| author | Shinta Puspasari Ermatita Zulkardi |
| author_facet | Shinta Puspasari Ermatita Zulkardi |
| author_sort | Shinta Puspasari |
| collection | DOAJ |
| description | This study discusses the assessment of a virtual museum application development based on machine learning models for Palembang culture education through the Sultan Mahmud Badaruddin II museum cultural heritage by using the Technology Acceptance Model approach. The application was tested to measure the user acceptance of the application and pre-test and post-test to measure the effect size of the application as a learning media. A total of N=32 student participants were involved in testing the Sultan Mahmud Badaruddin II innovative virtual museum application for museum visitors was dominated by students who came to the museum to learn the culture and history of Palembang. Hypothesis testing results show that the perceived usefulness and perceived ease of use variables do not affect the attitude toward the use of the innovative virtual museum application. The attitude toward the use of the variable affects the behavioural intention to use, which directly also has a moderate effect on the actual use of the application where the dependent variables have the value of R2 > 0.5. The developed app is recommended as alternative learning media during a pandemic where the app testing participants express interest in using the app to enhance the Palembang culture learning experience. |
| format | Article |
| id | doaj-art-698f4987efd34776ad1fbea67425a8f8 |
| institution | OA Journals |
| issn | 2252-7834 2549-7448 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | State Islamic University Sunan Kalijaga |
| record_format | Article |
| series | IJID (International Journal on Informatics for Development) |
| spelling | doaj-art-698f4987efd34776ad1fbea67425a8f82025-08-20T02:26:45ZengState Islamic University Sunan KalijagaIJID (International Journal on Informatics for Development)2252-78342549-74482023-01-0111121222110.14421/ijid.2022.37583384Assessing an Innovative Virtual Museum Application using Technology Acceptance ModelShinta Puspasari0ErmatitaZulkardiUniversitas Indo Global MandiriThis study discusses the assessment of a virtual museum application development based on machine learning models for Palembang culture education through the Sultan Mahmud Badaruddin II museum cultural heritage by using the Technology Acceptance Model approach. The application was tested to measure the user acceptance of the application and pre-test and post-test to measure the effect size of the application as a learning media. A total of N=32 student participants were involved in testing the Sultan Mahmud Badaruddin II innovative virtual museum application for museum visitors was dominated by students who came to the museum to learn the culture and history of Palembang. Hypothesis testing results show that the perceived usefulness and perceived ease of use variables do not affect the attitude toward the use of the innovative virtual museum application. The attitude toward the use of the variable affects the behavioural intention to use, which directly also has a moderate effect on the actual use of the application where the dependent variables have the value of R2 > 0.5. The developed app is recommended as alternative learning media during a pandemic where the app testing participants express interest in using the app to enhance the Palembang culture learning experience.https://ejournal.uin-suka.ac.id/saintek/ijid/article/view/3758machine learningpalembang culture educationsultan mahmud badaruddin iilearning enhancementlearning experience |
| spellingShingle | Shinta Puspasari Ermatita Zulkardi Assessing an Innovative Virtual Museum Application using Technology Acceptance Model IJID (International Journal on Informatics for Development) machine learning palembang culture education sultan mahmud badaruddin ii learning enhancement learning experience |
| title | Assessing an Innovative Virtual Museum Application using Technology Acceptance Model |
| title_full | Assessing an Innovative Virtual Museum Application using Technology Acceptance Model |
| title_fullStr | Assessing an Innovative Virtual Museum Application using Technology Acceptance Model |
| title_full_unstemmed | Assessing an Innovative Virtual Museum Application using Technology Acceptance Model |
| title_short | Assessing an Innovative Virtual Museum Application using Technology Acceptance Model |
| title_sort | assessing an innovative virtual museum application using technology acceptance model |
| topic | machine learning palembang culture education sultan mahmud badaruddin ii learning enhancement learning experience |
| url | https://ejournal.uin-suka.ac.id/saintek/ijid/article/view/3758 |
| work_keys_str_mv | AT shintapuspasari assessinganinnovativevirtualmuseumapplicationusingtechnologyacceptancemodel AT ermatita assessinganinnovativevirtualmuseumapplicationusingtechnologyacceptancemodel AT zulkardi assessinganinnovativevirtualmuseumapplicationusingtechnologyacceptancemodel |