Analisis Pelayanan Jalur Pedestrian di Jalan Kebon Kawung Kota Bandung
Bibliographic record
Abstract
Abstract. From the criteria of a livable city, one important element in realizing a livable city is the availability of adequate pedestrian infrastructure. Safe, comfortable, and well-connected pedestrian paths not only support citizen mobility but also contribute to environmental quality, transportation accessibility, and social interaction. Jalan Kebon Kawung is one of the main roads in Bandung City that plays a vital role in connecting Bandung Station with various surrounding destinations. This road is also a gateway for tourists from outside the city, which makes it often congested with pedestrians. In this study, qualitative descriptive analysis and Level of Service were conducted. This study aims to analyze the service of pedestrian paths on Jalan Kebon Kawung by identifying the condition of the infrastructure. The results show that most of the pedestrian paths on this road do not meet standards, with narrow, damaged sidewalks, and conversion into street vendor stalls and parking lots that hinder pedestrians. In addition, the level of service of the pedestrian path shows that most of the observation time reaches level A, indicating optimal conditions. This study recommends improvements to pedestrian infrastructure to increase comfort, safety, and create a more inclusive and friendly environment for pedestrians. Abstrak. Dari kriteria kota layak huni salah satu elemen penting dalam mewujudkan kota layak huni adalah tersedianya infrastruktur pejalan kaki yang memadai. Jalur pejalan kaki yang aman, nyaman, dan terhubung dengan baik tidak hanya mendukung mobilitas warga, tetapi juga berkontribusi terhadap kualitas lingkungan, aksesibilitas transportasi, dan interaksi sosial. Jalan Kebon Kawung merupakan salah satu ruas jalan utama di Kota Bandung yang memiliki peran penting dalam menghubungkan Stasiun Bandung dengan berbagai destinasi di sekitarnya. Jalan ini juga menjadi pintu gerbang bagi wisatawan dari luar kota, yang menjadikannya sering padat oleh pejalan kaki. Dalam penelitain ini dilakukan dengan analisis deskriptif kualitatif dan Level of Service. Penelitian ini bertujuan untuk menganalisis pelayanan jalur pejalan kaki di Jalan Kebon Kawung dengan mengidentifikasi kondisi infrastruktur. Hasil penelitian menunjukkan bahwa sebagian besar jalur pejalan kaki di jalan ini belum memenuhi standar, dengan kondisi trotoar yang sempit, rusak, serta alih fungsi menjadi lapak PKL dan tempat parkir yang menghambat pejalan kaki. Selain itu, tingkat pelayanan jalur pejalan kaki menunjukkan sebagian besar waktu pengamatan mencapai tingkat pelayanan A yang menunjukkan kondisi yang optimal. Penelitian ini menyarankan perbaikan infrastruktur pejalan kaki untuk meningkatkan kenyamanan, keselamatan, dan menciptakan lingkungan yang lebih inklusif serta ramah bagi pejalan kaki.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".