Identifikasi Tipologi Taman Kota di Kota Bandung berdasarkan Fungsi Dominan
Bibliographic record
Abstract
Abstract. Bandung City has 9 city parks spread across its entire area. In providing quality city parks, the government mandates the consideration of 6 key functions of city parks, namely ecological, economic, socio-cultural, aesthetic, disaster management, and water absorption functions. Each public park has distinct characteristics, which is why it is necessary to conduct a typology based on the dominant function. The purpose of this study is to identify the typology of city parks in Bandung City based on the dominant function. This research uses spatial descriptive analysis and Multidimensional Scaling (MDS), with a mixed-methods approach (qualitative and quantitative). The data collection methods used in this study include observation, documentation, and literature review. After conducting the MDS analysis, it was found that the city parks in Bandung City are divided into 4 typologies: Typology I, consisting of Taman Tegallega, Taman Alun-alun Cicendo, and Taman Pramuka with a dominant economic function; Typology II, consisting of Taman Cibeunying with a dominant ecological function; Typology III, consisting of Taman Lalulintas and Taman Panatayuda with a dominant socio-cultural function; and Typology IV, consisting of Taman Alun-alun Bandung, Taman Alun-alun Ujungberung, and Taman Sukajadi with a dominant aesthetic function. Abstrak. Kota Bandung memiliki 9 taman kota yang tersebar di seluruh wilayah. Dalam menyediakan taman kota yang berkualitas, pemerintah mewajibkan untuk mempertimbangkan 6 fungsi taman kota, yaitu fungsi ekologis, fungsi ekonomi, fungsi sosial budaya, fungsi estetika, fungsi penanggulangan bencana, dan fungsi resapan air. Setiap taman kota memiliki karakteristik yang berbeda, maka dari itu perlu dilakukan tipologi berdasarkan fungsi dominan. Tujuan dari penelitian ini yaitu teridentifikasinya tipologi taman kota di Kota Bandung berdasarkan fungsi dominan. Penelitian ini menggunakan analisis deskriptif spasial dan Multidimensional Scaling (MDS), dengan metode pendekatan mixed method (kualitatif dan kuantitatif). Pengumpulan data yang digunakan dalam penelitian ini adalah observasi, dokumentasi, dan studi literatur. Setelah dilakukan analisis MDS, diketahui bahwa pada taman kota di Kota Bandung terbagi menjadi 4 tipologi, yaitu tipologi I yang terdiri dari Taman Tegallega, Taman Alun-alun Cicendo, dan Taman Pramuka dengan fungsi dominan ekonomi, tipologi II yang terdiri dari Taman Cibeunying dengan fungsi dominan ekologis, tipologi III yang terdiri dari Taman Lalulintas dan Taman Panatayuda dengan fungsi dominan sosial budaya, serta tipologi IV yang terdiri dari Taman Alun-alun Bandung, Taman Alun-alun Ujungberung, dan Taman Sukajadi dengan fungsi dominan estetika.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".