TOPSIS for mobile based group and personal decision support system
| Autor: | Agi Putra Kharisma, Ratih Kartika Dewi, Eriq Muhammad Adams Jonemaro, Mury Fajar Dewantoro, Najla Alia Farah |
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| Rok vydání: | 2021 |
| Předmět: |
Decision support system
Information Systems and Management Operations research Computer science Rank (computer programming) TOPSIS Recommender system Preference Group decision-making Test (assessment) Ranking Artificial Intelligence Computer Science (miscellaneous) Decision Sciences (miscellaneous) Information Systems |
| Zdroj: | Register: Jurnal Ilmiah Teknologi Sistem Informasi. 7:43 |
| ISSN: | 2502-3357 2503-0477 7707-6923 |
| Popis: | Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is an algorithm that can be used for alternative design in a decision support system (DSS). TOPSIS provides recommendation so that users can get information that support their decision, for example a tourist wants to visit a tourist destination in Malang, then TOPSIS provides recommendations of tourist destinations in the form of ranking recommendation, with the highest rank is the most recommended recommendation. TOPSIS-based Mobile Decision Support System (DSS) has relatively low algorithm complexity. However, there are some cases that require development from personal DSS to group DSS, for example tourists rarely come alone, in which case most of them invite friends or family. For users who are more than 1 person, the TOPSIS algorithm can be combined with the BORDA algorithm. This study explains about the implementation & testing of TOPSIS and TOPSIS-BORDA as algorithms for personal and group DSS in mobile-based tourism recommendation system in Malang. Correlation testing was conducted to test the effectiveness of TOPSIS in mobile-based recommendation system. In previous study, correlation testing for personal DSS showed that there was a relationship between the recommendation and user choice, with correlation value of 0.770769231. In this study, correlation testing for group DSS showed there is a positive correlation of 0.88 between the recommendations of the group produced by TOPSIS-BORDA and personal recommendations for each user produced by TOPSIS. |
| Databáze: | OpenAIRE |
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