Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314)
Social media data is rich of insights to improve service, product or policy. However, not many local products develop to cater these needs. In this research, we developed an analytic solution called TRUST where pr1ma project is used as a case study. We capture sentiment analysis whether it is positi...
| Main Authors: | , , , |
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| Format: | Monograph |
| Language: | English |
| Published: |
UUM
2023
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/30573/1/14314.pdf |
| _version_ | 1825806209410662400 |
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| author | Omar, Mohd Faizal Mohd Nawi, Mohd Nasrun Mohd Yusof, Shahrul Azmi Mahadzir, Nurul Husna |
| author_facet | Omar, Mohd Faizal Mohd Nawi, Mohd Nasrun Mohd Yusof, Shahrul Azmi Mahadzir, Nurul Husna |
| author_sort | Omar, Mohd Faizal |
| collection | UUM |
| description | Social media data is rich of insights to improve service, product or policy. However, not many local products develop to cater these needs. In this research, we developed an analytic solution called TRUST where pr1ma project is used as a case study. We capture sentiment analysis whether it is positive, neutral or negative value. The user can monitor the trend of an event; when the most people talked about specific brand. User can also download report and monitor the trend in the visualisation. We utilised textblob (lexicon based) and Python, PHP and MySQL as an open-source infrastructure for the system. Open source is chosen because it will lower down the cost of system deployment and maintenance when it comes into real commercialisation activities. Our prototype has received feedback from expert in IT and domain expert from government agency and construction industry. The feedback was valuable to improve our solution. |
| first_indexed | 2024-07-04T06:45:53Z |
| format | Monograph |
| id | uum-30573 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:45:53Z |
| publishDate | 2023 |
| publisher | UUM |
| record_format | eprints |
| spelling | uum-305732024-03-13T10:05:55Z https://repo.uum.edu.my/id/eprint/30573/ Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) Omar, Mohd Faizal Mohd Nawi, Mohd Nasrun Mohd Yusof, Shahrul Azmi Mahadzir, Nurul Husna T Technology (General) Social media data is rich of insights to improve service, product or policy. However, not many local products develop to cater these needs. In this research, we developed an analytic solution called TRUST where pr1ma project is used as a case study. We capture sentiment analysis whether it is positive, neutral or negative value. The user can monitor the trend of an event; when the most people talked about specific brand. User can also download report and monitor the trend in the visualisation. We utilised textblob (lexicon based) and Python, PHP and MySQL as an open-source infrastructure for the system. Open source is chosen because it will lower down the cost of system deployment and maintenance when it comes into real commercialisation activities. Our prototype has received feedback from expert in IT and domain expert from government agency and construction industry. The feedback was valuable to improve our solution. UUM 2023 Monograph NonPeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/30573/1/14314.pdf Omar, Mohd Faizal and Mohd Nawi, Mohd Nasrun and Mohd Yusof, Shahrul Azmi and Mahadzir, Nurul Husna (2023) Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314). Other. UUM. (Unpublished) |
| spellingShingle | T Technology (General) Omar, Mohd Faizal Mohd Nawi, Mohd Nasrun Mohd Yusof, Shahrul Azmi Mahadzir, Nurul Husna Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title | Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title_full | Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title_fullStr | Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title_full_unstemmed | Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title_short | Prototype Development of Real-Time Social Media Analytics with Malay-English Sentiment Analysis in Assessing and Monitoring Product, Service and Policy (S/O 14314) |
| title_sort | prototype development of real time social media analytics with malay english sentiment analysis in assessing and monitoring product service and policy s o 14314 |
| topic | T Technology (General) |
| url | https://repo.uum.edu.my/id/eprint/30573/1/14314.pdf |
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