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Evaluation ChatGPT User Sentiment using Naive Bayes: A Review of Confusion Matrix and Classification Report
Dianda Rifaldi
; Tri Stiyo Famuji
; Bella Okta Sari Miranda
; Fauzan Purma Ramadhan
; Iriene Putri Mulyadi
; Vanji Saputra6
; Fanani, Galih Pramuja Inngam
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
The development of artificial intelligence (AI) technology, particularly in natural language processing (NLP), has led to various innovations, including ChatGPT. Its growing popularity highlights the need for user sentiment analysis. This study evaluates user sentiment toward ChatGPT using the Naive Bayes algorithm. The dataset, obtained from Kaggle, consists of 500 labeled English tweets categorized as positive, neutral, or negative. The process involved text preprocessing, TF-IDF feature extra...
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Forward chaining Method for Early Detection of Mental Disorders
Jurnal Riset Sistem dan Teknologi Informasi
Vol 3
, No 2
(2025)
Mental disorders are specific conditions associated with symptoms and pain that cause disruptions in psychosocial functioning. In general, people who want to diagnose mental disorders need to meet directly with a doctor. This research aims to develop an expert system that can assist in the process of diagnosing mental disorders, where this system can produce decisions equivalent to those of a doctor, so that the public no longer needs to meet a doctor directly for initial diagnosis. This researc...
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Optimalisasi Loyalitas Anggota BMT melalui Peningkatan Kualitas Pelayanan dan Kepuasan Berbasis Prinsip Syariah (Studi pada BMT Amanah Nusa Jepara)
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 12
, No 1
(2025)
The issue of member loyalty has emerged as a significant challenge for Baitul Maal wat Tamwil (BMT) in preserving institutional sustainability in the face of intensifying competition in financial services and the mounting complexity of member expectations, particularly within the context of Sharia. This background underscores the significance of comprehending the factors that shape loyalty, particularly from the perspective of members as service users. The objective of this study is to examine h...
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ISOLATION OF AnsB GENE FRAGMENT ENCODING L-ASPARAGINASE 2 ENZYME FROM Serratia plymuthica UBCF_13 AND IT’S IN-SILICO DOMAIN CHARACTERISTIC
Ananda, Abi Awfa Rahman
; Nursyafi, Fauzan Syarif
; Aliya, Lisana Shidiqqin
; Hasibuan, Imron Martua
; Alioes, Yustini
; Endrinaldi , Endrinaldi
; Adrial, Adrial
; Elmatris , Elmatris
; Jamsari, Jamsari
; Lily Syukriani
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 1
(2025)
Acute lymphoblastic leukemia(ALL) is one of the cancer diseases often occurs in children and causes high mortality in children. One of the chemotherapy treatment suggested is using L-Asparaginase 2. However due to its difficult production process making this approach expensive for the public. Therefore production technology of this enzyme is crucial enabling cheaper for ALL treatment. This study aimed to isolate the AnsB gene sequence from Serratia plymuthica UBCF_13 and perform its furthe...
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Use of the TPI and TWI Methods for Identifying Karst Dolines in Purwosari District, Gunungkidul Regency, Indonesia
Forum Geografi
Vol 39
, No 1
(2025)
Gunung Sewu Karst, located in the Gunung Kidul Regency within the Special Region of Yogyakarta, features a distinctive karst topography consisting of dolines, hills and caves. Despite its aesthetic appearance, the area often experiences water scarcity due to the lack of surface water. Dolines, basin-like depressions formed during the karstification process, play a crucial role in biodiversity conservation, ecology, hydrology and land-use management planning. This study aims to map and identify t...
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Analisis Permasalahan Perkembangan UMKM Terhadap Perekonomian di Indonesia
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Micro, Small, and Medium Enterprises (MSMEs) play an important role in the Indonesian economy, contributing 61.07% to Gross Domestic Product (GDP) and absorbing 97% of the workforce. However, this sector still faces various challenges, both from internal factors such as limited capital, human resources, and access to technology, as well as external factors such as a less conducive business climate, inadequate infrastructure, and technological development. This study uses a qualitative method wit...
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Rangkaian Kegiatan Implementasi Biochar Sebagai Media Tanam Budidaya Pisang Di Gentungan, Mojogedang, Karanganyar
Rahayu, Muji
; Septiyanto, Muhamad Dwi
; Astirin, Okid Parama
; Hadi, Syamsul
; Prasetyo, Ari
; Fauza, Gusti
; Mawahyudi
Jurnal Pengabdian Teknologi Tepat Guna
Vol 6
, No 1
(2025)
Lahan pekarangan disekitar rumah memiliki potensi besar dalam membantu mencukupi beberapa kebutuhan pemiliknya seperti kebutuhan pangan dan penambah penghasilan. Contohnya adalah pemanfaatan sebagai lahan tanam sayuran atau buah-buahan. Potensi lahan pekarangan ini belum dimanfaatkan secara optimal oleh Kelompok Tani Mulyo 1 Desa Gentungan, Kecamatan Mojogedang, Kabupaten Karanganyar. Padahal banyak lahan yang dimilikinya memiliki potensi yang besar untuk budidaya buah-buahan seperti tanaman pis...
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Implementation Of Aristotic Character Education In Elementary School Learning Constructivism
International Journal of Research in Education
Vol 5
, No 1
(2025)
The purpose of the study is to analyze the theoretical implementation between character education based on Aristotle's understanding and learning constructivism in the context of basic education. The research method uses qualitative descriptive analysis. The location of the research is SD Negeri 5 Cipondoh Makmur. Data collection uses observations, interviews, and documentation studies. Data collection was carried out for 2 sessions and validated using data triangulation and source triangulation...
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Studi Komparasi Hukum Jual Beli Penggunaan Uang Muka Menurut Empat Imam Madzhab
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 11
, No 2
(2024)
Down payment is called urbun in Fiqh studies. There are differences of opinion regarding the legal status of the use of the down payment or urbun. This research is a type of qualitative literature research with descriptive analysis method. Data sources come from written literature, such as books, books, scientific articles, and others related to the subject of research. The Hanafi and Shafi'i Madzhab tend not to allow it because it is considered to contain elements of uncertainty and potential i...
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Inovasi Canting Elektrik Portabel untuk Meningkatkan Produktivitas Pengrajin Batik di Pekalongan dengan Memperhatikan Quality Function Development (QFD)
Yasin Aushaf Abdurrahman
; Nabila Yudisha
; Fauzan Hakim
; Rayhan Bramantyo
; Nashwa Bayu Tsabitha
; Adam Cahya Soeprapto
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 4
(2024)
The portable electric canting innovation has been developed to enhance the productivity of batik artisans in Pekalongan by considering Quality Function Deployment (QFD). This research aims to address the challenges faced in the traditional batik-making process, which is often time-consuming and labor-intensive. The research method employed includes identifying user needs, developing questionnaires, and analyzing data to evaluate user satisfaction with the electric canting. The results indicate t...
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