Analyzing google maps review data of the top five most reviewed temples in Bangkok using sentiment analysis and topic modeling | |
| Author | Thanakit Phanthawit |
| Call Number | AIT RSPR no.CS-22-07 |
| Subject(s) | Sentiment analysis Natural language processing (Computer science) Tourism--Data processing--Bangkok--Thailand |
| Note | A research study submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Computer Science |
| Publisher | Asian Institute of Technology |
| Abstract | Tourism is one of the domains that contributes to the growth of many countries' economy, including Thailand's. Bangkok has proven to be a popular tourist destination. There are a lot of things to do for tourists in Bangkok. The majority of tourist attraction places are historical or religious attractions, such as buddha temple, and temples are among the top highlight spots in Bangkok, the experiences of tourists are chronicled in a variety of ways, including blogs, microblogs and reviews. Many tourists prefer review services that are based on the popularity. Different perspectives and input from visitors can be extremely beneficial when it comes to advertising tourism locations. Travelers' wonderful experiences can be exploited to develop a tourism strategy and promotion. Tourism criticism can also be utilized for analysis, in order to improve the tourism destination. Google Maps Review is one of the most well-known services. Using sentimental analysis as well as topic modeling on google map review can result in more useful information and understanding the tourist better. |
| Year | 2022 |
| Type | Research Study Project Report (RSPR) |
| School | School of Engineering and Technology |
| Department | Department of Information and Communications Technologies (DICT) |
| Academic Program/FoS | Computer Science (CS) |
| Chairperson(s) | Chutiporn Anutariya; |
| Examination Committee(s) | Attaphongse Taparugssanagorn;Chaklam Silpasuwanchai,; |
| Scholarship Donor(s) | AIT Partial Scholarship; |
| Degree | Research Studies Project Report (M. Eng.) - Asian Institute of Technology, 2022 |