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All Journal Jurnal Pembangunan Wilayah dan Kota Jurnal Planoearth Jurnal Teknologi Sistem Informasi dan Aplikasi Jurnal Litbang: Media Informasi Penelitian, Pengembangan dan IPTEK REKA RUANG Pawon: Jurnal Arsitektur Jurnal Plano Buana Prosiding Seminar Nasional Rekayasa Teknologi Industri dan Informasi ReTII Ruang
Annisaa Hamidah Imaduddina
Institut Teknologi Nasional Malang
Aerospace Engineering Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Physics Social Sciences Transportation Other

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Evaluasi Minat Wisatawan Berbasis Persepsi Gender Pada Kayutangan Heritage Melalui Analisis Sentimen Pada Google Point Of Interest" Shalsabilla, Syahira Aulia; Poerwati, Titik; Hamidah Imaduddina, Annisaa; Afrianto, Firman
Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 8 No. 2 (2025): Jurnal Teknologi Sistem Informasi dan Aplikasi
Publisher : Program Studi Teknik Informatika Universitas Pamulang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32493/jtsi.v8i2.54082

Abstract

This study evaluates tourist interest at the Kayutangan Heritage area in Malang City based on gender perceptions through sentiment analysis of reviews on Google Point of Interest (POI). The research employs a big data approach by collecting reviews from Google Maps using web scraping techniques and processing them with the TextBlob algorithm to classify sentiments into positive, neutral, and negative categories. A total of 2,198 reviews were analyzed from six food and beverage (F&B) points across six spatial clusters of the Kayutangan Heritage area. The data were divided into two datasets—overall and gender-labeled—to identify sentiment tendencies among male and female tourists. The results indicate that female tourists tend to prefer Café Lafayette (Cluster 1.A), which offers women-friendly facilities such as separate restrooms and prayer rooms, with a positive sentiment of 67.6%. Meanwhile, male tourists are more interested in Kedai Sedjiwa (Cluster 2.B), which provides a clean environment, modern architecture, and a comfortable ambiance, generating 77.1% positive sentiment. The findings support Chebli et al.’s (2020) model of gender-based tourist preferences, demonstrating that men and women prioritize different elements of a destination. This study contributes to the development of gender-inclusive tourism strategies and data-driven management for heritage destinations.
Identifikasi Jenis Tutupan Vegetasi Ruang Terbuka Hijau Dengan Metode Analisis NDVI Dan Supervised Classification Mahdiatul Fikrah; Agung Witjaksono; Annisaa Hamidah Imaduddina
Jurnal Litbang: Media Informasi Penelitian, Pengembangan dan IPTEK Vol. 22 No. 1 (2026): Jurnal Litbang: Media Informasi Penelitian, Pengembangan dan IPTEK
Publisher : Badan Perencanaan Pembangunan, Riset dan Inovasi Daerah Kabupaten Pati

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Abstract

Ruang Terbuka Hijau (RTH) pada kawasan peruntukan industri memiliki peranan penting dalam menjaga kualitas lingkungan, namun, kajian mengenai komposisi tutupan vegetasinya masih terbatas. Penelitian ini bertujuan mengidentifikasi dan mengukur luas jenis tutupan vegetasi RTH pada kawasan industri di Kecamatan Lawang, Kabupaten Malang, Jawa Timur. Data yang digunakan adalah citra satelit Landsat 8 tahun 2021, kemudian melalui metode analisis NDVI dan Supervised Classification menggunakan algoritma Maximum Likelihood pada perangkat lunak ArcGIS 10.6. Hasil penelitian menunjukkan bahwa RTH kawasan industri tersebut terdiri dari tiga jenis tutupan vegetasi yaitu pohon (7,60 ha), rumput (5,93 ha), dan semak (0,86 ha). Dominasi pohon menunjukkan potensi ekologis yang relatif kuat, khususnya dalam mendukung fungsi lingkungan di lanskap industri. Namun, proporsi semak yang sangat terbatas menunjukkan bahwa fungsi peredaman kebisingan masih terbatas. Temuan dapat menjadi acuan daalm perencaan dan pengelolaan RTH kawasan industri yang lebih optimal.
Co-Authors Afrianto, Firman Agung Witjaksono Agustina Nurul Hidayati Ardiyanto Maksimillianus Gai Fikrah, Mahdiatul Ibnu Sasongko Ida Soewarni Mahdiatul Fikrah Maria Christina Endarwati Shalsabilla, Syahira Aulia Titik Poerwati Widiyanto Hari Subagyo Widiyanto Hari Subagyo Widodo