A Web-Based High School Major Decision Support System in Banten Using Tsukamoto's Fuzzy Method

Rusmardiana, Ana; Akhirina, Tri Yani; Yulistyanti, Dwi; Pauziah, Ulfa

doi:10.1109/isitia.2018.8711337

Cited by 6 publications

(4 citation statements)

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“…A fast and stable internet connection is required for these applications to function correctly and ensure fast data transmission [124][125][126]. Security issues, such as the risk of reverse engineering and hijacking of source code [127], lack of management, maintenance, and modification, network connectivity limitations, limited access to local resources, and difficulties in debugging [128] are the most reported disadvantages.…”

Section: Web-based Modelsmentioning

confidence: 99%

From White to Black-Box Models: A Review of Simulation Tools for Building Energy Management and Their Application in Consulting Practices

Shahcheraghian,

Madani,

Ilinca

2024

Energies

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Buildings consume significant energy worldwide and account for a substantial proportion of greenhouse gas emissions. Therefore, building energy management has become critical with the increasing demand for sustainable buildings and energy-efficient systems. Simulation tools have become crucial in assessing the effectiveness of buildings and their energy systems, and they are widely used in building energy management. These simulation tools can be categorized into white-box and black-box models based on the level of detail and transparency of the model’s inputs and outputs. This review publication comprehensively analyzes the white-box, black-box, and web tool models for building energy simulation tools. We also examine the different simulation scales, ranging from single-family homes to districts and cities, and the various modelling approaches, such as steady-state, quasi-steady-state, and dynamic. This review aims to pinpoint the advantages and drawbacks of various simulation tools, offering guidance for upcoming research in the field of building energy management. We aim to help researchers, building designers, and engineers better understand the available simulation tools and make informed decisions when selecting and using them.

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Section: Web-based Modelsmentioning

confidence: 99%

From White to Black-Box Models: A Review of Simulation Tools for Building Energy Management and Their Application in Consulting Practices

Shahcheraghian,

Madani,

Ilinca

2024

Energies

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“…Adapun yang Selain dari beberapa penelitian diatas penulis juga mengambil beberapa referensi lainnya yang berkaitan dengan penelitian peneliti dengan tujuan untuk mendapatkan referensi yang lebih baik. Beberapa penelitian lainnya yang penulis jadikan referensi antara lain Penggunaan adaptive neuro fuzzy inference system dalam menentukan jurusan yang cocok pada siswa SMA [19], Sistem pendukung keputusan penentuan jurusan di SMA berbasis web menggunakan metode fuzzy tsukamoto di Provinsi Banten [20], Pengaruh jumlah atribut terhadap pemilihan program studi menggunakan algoritma klasifikasi dan algoritma regresi [21], Prediksi prestasi akademik siswa dengan menggunakan metode K-Nearest Neighbor dan C4.5 [22].…”

Section: Tinjauan Literaturunclassified

Application of the Profile Matching Analysis Method in Decision Support Systems for Study Program Recommendations

Rasyada,

Nurdin,

Fajriana

2024

SISTEMASI

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Currently, many prospective students are still confused about which study program to choose. One of the problematic factors is the lack of references from prospective students about the contents of each study program. This research aims to build a decision support system for study program recommendations using the Profile Matching Analysis method. The benefits of this research can provide final results in the form of recommended study program scores that are most suitable for prospective students. There are 5 assessment criteria used in this research, namely Language Values, Logic/IT Values, Science Values, Practice Values, and Social Values. The methods or stages carried out in this research are: data collection, system flowchart design, application of the Profile Matching Analysis method and system implementation. In this research, the recommendation results were obtained for a student with the name Afni Ruhmini based on the results of system calculations using the Profile Matching Analysis method, obtaining recommendation results for the Public Administration study program with a score = 5.3, the Marine Science study program with a score = 5.9, and the Agribusiness study program with a score = 5.6, the Physics Education study program with a score = 5.7 and the Law study program with a score = 4.8. The Profile Matching Analysis method is very suitable to be applied to solve problems in decision support system research for study program recommendations.

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“…Each rule is supported by the same monotonous logic used by FIS Tsukamoto [21]. A fuzzy set with monotonous membership functions should be used to describe any result of the IF-THEN rule [22].…”

Section: B Fis Tsukamotomentioning

confidence: 99%

Tsukamoto Fuzzy Inference System on Internet of Things-Based for Room Temperature and Humidity Control

2023

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A Web-Based High School Major Decision Support System in Banten Using Tsukamoto's Fuzzy Method

Cited by 6 publications

References 0 publications

From White to Black-Box Models: A Review of Simulation Tools for Building Energy Management and Their Application in Consulting Practices

From White to Black-Box Models: A Review of Simulation Tools for Building Energy Management and Their Application in Consulting Practices

Application of the Profile Matching Analysis Method in Decision Support Systems for Study Program Recommendations

Tsukamoto Fuzzy Inference System on Internet of Things-Based for Room Temperature and Humidity Control

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