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Implementing brain tumor detection using various machine learning techniques Puspita, Rani; Rahayu, Cindy
International Journal of Electrical and Computer Engineering (IJECE) Vol 15, No 3: June 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v15i3.pp3309-3318

Abstract

The brain is a very complex organ of the human body. One of the brain diseases is a tumor. Brain tumors are caused by uncontrolled cell growth. Early recognition, classification and analysis of brain tumors is very important to find out whether there is a tumor in a person's brain so it is important for us to do this in order to treat the tumor thoroughly. Machine learning (ML) techniques that have the highest accuracy in detecting the health sector are extreme gradient boosting (XGBoost), logistic regression, random forest, k-nearest neighbor (KNN), naive Bayes, and support vector machine (SVM). In this research, data collection and exploration were carried out, data training using six methods, and evaluation using a confusion matrix. After conducting the experiment, it was obtained that random forest had the highest accuracy, namely 98.41%. Where XGBoost obtained an accuracy of 98.14%, logistic regression obtained an accuracy of 97.34%, KNN and naive Bayes of 97.34%, and SVM of 97.88%.
THE TRANSLATION SHIFT OF TRANSLATING ADVERB MANNER WTH SUFFIX –LY FROM ENGLISH AS THE SOURCE LANGUAGE INTO INDONESIAN AS THE TARGET LANGUAGE (CASE STUDY OF TRANSLATING NOVEL” PIT PENDULUM” BY EDGAR ALAN POE INTO “JURANG DAN PENDULUM” BY MAGGIE TIOJAKIN) Eryon, Eryon; Maretha, Carla; Alrajafi, Gali; Puspita, Rani
SIGEH ELT : Journal of Literature and Linguistics Vol 3, No 2 (2023): SIGEH ELT : Journal of Literature and Linguistics
Publisher : Universitas Muhammadiyah Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36269/sigeh.v3i2.2068

Abstract

Translating is a process of transferring meaning from the SL forms of words, phrases, clauses and sentences to the TL forms. In translating source language text (English) into target language text (Indonesian) will find some problems because of the different grammatical rules between them. One of the problems occur when translating English adverb of manner with suffix –ly into Indonesian is how to change the form of English adverb of manner with suffix -ly into Indonesian adverb of manner since both languages have different grammar system of adverb of manner. This research focused on what kinds of shifts occur when translating adverb of manner sih suffix –ly in Poe’s work entitle “Pit Pendulum” into Indonesian “Jurang dan Pendulum” by Maggie Tiojakin. The results of analysis were described not in number but in form of narration qualitatively. The results showed that the Unit shift, structure shift, class shift and intra- system shift occurred in translating passive voice of English as SL to Indonesian as TL.
Kontribusi Pendidikan Islam terhadap Pengembangan Jiwa Kepemimpinan pada Generasi Muda Rani Puspita; Habibah Maulida; Gusmaneli, Gusmaneli
Jurnal Kajian Islam dan Sosial Keagamaan Vol. 2 No. 4 (2025): April - Juni
Publisher : CV. ITTC INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Leadership in Islam has a broad scope, involving spiritual, moral, and social aspects. An ideal leader in Islam must not only have good managerial skills, but also integrity, noble morals, and responsibility towards society. Islamic education plays an important role in shaping the character of leaders with integrity through teaching moral values, social responsibility, and leadership skills. The integration of Islamic values ​​in the curriculum and extracurricular activities is expected to produce leaders with strong character and abilities. The role of teachers and educational institutions is crucial in creating an environment that supports the development of leadership in the younger generation, so that it can produce future leaders who are not only technically skilled, but also have integrity and are ready to bring positive change to society.
?????? ???? ????? ????? ???????? ???????? (????? ????? ???????? ?????? ?????? ?? ????? ???????): Fusha as a Unified Language for all Arabic Speakers (a Sociolinguistic Study of Linguistic Unification in Arab Countries) Rani Puspita; Ade Nandang
El-Jaudah : Jurnal Pendidikan Bahasa dan Sastra Arab Vol. 4 No. 2 (2023): El-Jaudah: Jurnal Pendidikan Bahasa dan Sastra Arab
Publisher : Department of Arabic Education of State Collage for Islamic Studies of Mandailing Natal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56874/ej.v4i2.1292

Abstract

Abstract: Arabic in its use is divided into a variety of fusha and 'ammiyah. Arabs use fusha as an official language as well as a written language. While the language 'ammiyah is the language used in everyday conversation. Fusha Arabic is an Arabic language whose fushah is maintained and in principle is the same as the Arabic language used during the Jahiliyyah and early Islam. Fusha Arabic is used as the language of education, the language of the mass media, official writings, and in this case Arabic has become the lingua franca that extends throughout the Arab world (Arab World) to this day. The purpose of this research is to find out the role and urgency of fusha Arabic in people's lives in Arab countries. The approach used in this study is a qualitative approach. The research method used is descriptive analytic method. This method was chosen with the aim of describing the object to be studied, namely Fusha Arabic as a unitary language. The data that the writer collected in this study was in the form of qualitative data, namely data in the form of words, schemes and pictures. The conclusions obtained from this study include the diversity of Arabic, be it in terms of language, use, or other matters. Arabic fusha is the unified language for all Arabic speakers and is made the official language of twenty-six Arab countries. Keywords : fusha, unified language, common language, Arab country ?????? ?????: ????? ????? ??????? ?? ????????? ??? ?????? ?????? ?? ?????? ???????. ?????? ??????? ?????? ???? ????? ????? ??? ??????. ????? ??? ??????? ?? ????? ????????? ?? ???????? ???????. ?????? ??????? ?? ??? ????? ??? ?????? ??? ?????? ?? ??? ?????? ??? ??? ????? ??????? ????????? ?? ???????? ?????? ???????. ??????? ??????? ?????? ???? ??????? ???? ????? ??????? ????????? ??????? ? ??? ??? ?????? ????? ????? ??????? ?? ????? ???????? ???? ???? ?? ???? ????? ?????? ?????? (?????? ??????) ??? ????? ???. ????? ?? ??? ????? ?? ????? ??? ?????? ??????? ?????? ?? ???? ????? ?? ????? ???????. ?????? ???????? ?? ??? ??????? ?? ???? ????. ???? ????? ????? ????????? ??? ?????? ?????? ????????. ?? ?????? ??? ??????? ???? ??? ????? ?????? ?????? ??? ??????? ?????? ???? ?????. ???? ???????? ???? ????? ?????? ?? ??? ??????? ??? ??? ?????? ????? ? ??? ?????? ?? ??? ????? ??????? ????. ???? ??????????? ???? ?? ?????? ????? ?? ??? ??????? ???? ????? ??????? ? ???? ?? ??? ????? ?? ????????? ?? ??? ??? ?? ??????. ??????? ?????? ?? ????? ??????? ????? ????????? ?????? ??????? ??? ????? ??????? ??? ?????? ???? ?????. ??????? ????????: ??????? ????? ???????? ????? ????????? ???? ?????
THE INFLUENCE OF BRAND IMAGE AND LIFESTYLE ON THE DECISION TO PURCHASE BONIA BAGS AT THE LILI BONIA STORE IN KOTA TEBING TINGGI Rani Puspita; Irham Lubis; Ferdinand Simanjuntak; Cia Cai Cen; Aisyah Siregar
International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Vol. 4 No. 6 (2024): December
Publisher : CV. Radja Publika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/ijebas.v4i6.2195

Abstract

This research aims to determine the influence of brand image and lifestyle on purchasing decisions for Bonia bags at the Lili Bonia shop, Tebing Tinggi City. The research method used is a quantitative method using SPSS version 25.00 which was collected from the results of distributing questionnaires to Bonia Bag consumers at the Lili Bonia Shop, Tebing Tinggi City . The analytical method used in this research is using instrument tests, namely validity and reliability tests. Classic assumption tests, namely normality test, multicollinearity test, heteroscedasticity test, multiple linear regression analysis, analysis of the coefficient of determination (R2), hypothesis tests, namely T test and F test. The results of SPSS in this research are that brand image influences purchasing decisions, lifestyle has no effect on purchasing decisions, brand image and lifestyle simultaneously influence purchasing decisions.
Analisis Pelayanan dan Pengelolaan Pelabuhan Sri Bintan Pura Tanjungpinang Ayu Atikhah Adelia; Melza Stefani; Rani Puspita
JURNAL HUKUM, POLITIK DAN ILMU SOSIAL Vol. 4 No. 3 (2025): September: JURNAL HUKUM, POLITIK DAN ILMU SOSIAL
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jhpis.v4i3.5574

Abstract

A port is a facility at the end of an ocean, river, or lake to receive ships and move goods and passengers into them. In this function, it means that the port must serve all forms of activities and interests related to the needs of people who will travel by using naval service facilities. Domestic passengers at Sri Bintan Pura port still feel dissatisfied with the service given, such as parking lots that have not been arranged properly, long queuses entering and/or leaving port, passenger terminal waiting room which is still under repair as well as facilities for disabled people who are inadequate. The problem studied is the level of satisfaction passengers (domestic) regarding services at the Sri Bintan Pura port passenger terminal Tanjungpinang. The method used in the research entitled analysis of service and infrasrtucture at the Sri Bintan pura Tanjungpinang port uses a literature riview method with a descriptive approach.
Community Empowerment Through 175 UINSU KKN Work Program in Efforts to Prevent Stutting in Ara Condong Village Stabat District, Langkat District Putri, Sabila Tamimi; Puspita, Rani; Ramadhani, Khairunisa; Nainggolan, Annisa E.; Sugianto, Sugianto
Jurnal Pengabdian Masyarakat Vol. 5 No. 1 (2024): Jurnal Pengabdian Masyarakat
Publisher : Institut Teknologi dan Bisnis Asia Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32815/jpm.v5i1.1931

Abstract

Purpose: The purpose of this seminar is to address the persistent issue of stunting, which remains a serious problem in Indonesia despite a decrease in prevalence from 2.8% to 21.6%. The specific aim is to enhance public health quality by increasing parental knowledge about stunting, particularly in Ara Condong Village, which has a nearly zero stunting rate. Method: The approach involves educational methods and direct observation of parents. The process includes several stages: (1) data collection on stunting issues in the village, (2) obtaining permission from the village office to conduct seminar activities, (3) coordination with posyandu cadres, and (4) socialization of seminar activities to pregnant mothers and mothers with toddlers. Practical Applications: The practical application of this seminar is to provide educational information to parents about stunting, thereby increasing their knowledge and understanding of the issue. This is expected to contribute to the prevention of stunting in Ara Condong Village. Conclusion: Based on the results of the KKN 175 program aimed at preventing stunting in Ara Condong Village, it is hoped that these efforts will improve the quality of human resources in the village. Despite the low stunting rate in the village, the community remains vigilant and proactive in preventing stunting through education and awareness.
Makna Kalimat Amr dan Nahy dalam Kitab Bidāyat al-Hidāyah Karya Imam Al-Ghazālī Puspita, Rani; Yusup, Maulana
Alsina : Journal of Arabic Studies Vol. 5 No. 2 (2023)
Publisher : Universitas Islam Negeri Walisongo Semarang - Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/alsina.5.2.22424

Abstract

This article aims to explore various meanings within the sentences of "amr" (command) and "nahy" (prohibition) found in the book "Bidāyat al-Hidāyah". The research method employed is qualitative research. The data sources are divided into primary data sources, namely the book "Bidāyat al-Hidāyah," and secondary data sources, including various literature such as books, journals, and other texts related to the topics studied by the researcher. The data collection techniques used are documentation and purposive sampling. The sampling results indicate the presence of 14 sentences in the form of "fiʿil amr" (verbs of command), two sentences of "ism fiʿil amr" (nouns of command), and one sentence of " fiʿil muḍāri' " (present tense verb) preceded by "lam amr." As for "nahy", there are 12 sentence samples. The meanings of "amr" include ten sentences meaning guidance, one sentence meaning discipline, two sentences meaning pure command, two sentences meaning creation, and one sentence meaning prayer. Regarding the "nahy" sentences, four sentences were found to mean guidance, two sentences meant clarification of consequences, one sentence meant pure prohibition, one sentence meant admonition, one sentence meant avoidance, one sentence meant to dislike, and one sentence meant belittlement.
Konsep Filsafat Progresivisme dalam Pengembangan Kurikulum Merdeka di SMAN 1 Sukanagara Handayani, Sri; Muchtar, Hendi S; Puspita, Rani; Juningsih, Juningsih; Anwar, Ridwan
Jurnal Visionary : Penelitian dan Pengembangan dibidang Administrasi Pendidikan Vol. 12 No. 1 (2024): April
Publisher : Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/vis.v12i1.10542

Abstract

Abstract: This research aims to explore the concept of Progressivism philosophy in the context of developing the Merdeka Learning Curriculum, which focuses on the implementation of the Merdeka Curriculum (IKM) at SMAN 1 Sukanagara. The philosophy of progressivism emphasizes the development of student independence, contextual learning, and active involvement in the educational process. The Merdeka Curriculum, as an educational innovation in Indonesia, emphasizes the freedom of students to manage their own learning. The research method used is a qualitative approach by collecting data through interviews, observation and document analysis. Data analysis was carried out by detailing the implementation of the concept of progressivism in the structure and implementation of the Merdeka Curriculum. These include how the concept of progressivism philosophy is implemented in the development of the Merdeka Curriculum at SMAN 1 Sukanagara, whether the Merdeka Curriculum is able to create meaningful learning experiences for students, especially in terms of literacy and numeracy, as well as the obstacles and challenges faced in IKM. It is hoped that the results of this research will provide a clear picture of how the philosophy of progressivism is integrated into the practice of the Merdeka Curriculum at SMAN 1 Sukanagara. The implications of this research can provide insight to schools and educational policy makers to increase the effectiveness of the Merdeka Curriculum by taking more into account aspects of progressivism in its development.Keywords: Progressivism  Philosophy, Merdeka CurriculumAbstrak: Penelitian ini bertujuan untuk menjelajahi konsep filsafat Progresivisme dalam Konteks pengembangan Kurikulum Merdeka Belajar, yang berfokus pada implementasi Kurikulum Merdeka (IKM) di SMAN 1 Sukanagara. Filsafat progresivisme menekankan pada pengembangan kemandirian peserta didik, pembelajaran kontekstual, dan keterlibatan aktif dalam proses pendidikan. Kurikulum Merdeka, sebagai inovasi pendidikan di Indonesia, menekankan pada pembebasan peserta didik untuk mengelola pembelajaran mereka sendiri. Metode penelitian yang digunakan adalah pendekatan kualitatif dengan mengumpulkan data melalui wawancara, observasi, dan analisis dokumen. Analisis data dilakukan dengan merinci implementasi konsep progresivisme dalam struktur dan pelaksanaan Kurikulum Merdeka. Diantaranya bagaimana konsep filsafat progresivisme diimplementasikan dalam pengembangan Kurikulum Merdeka di SMAN 1 Sukanagara, apakah Kurikulum Merdeka mampu menciptakan pengalaman belajar bermakna bagi peserta didik terutama dalam hal literasi dan numerasi, serta hambatan dan tantangan yang dihadapi dalam IKM. Hasil penelitian ini diharapkan dapat memberikan gambaran yang jelas tentang bagaimana filsafat progresivisme diintegrasikan dalam praktik Kurikulum Merdeka di SMAN 1 Sukanagara. Implikasi dari penelitian ini dapat memberikan wawasan kepada pihak sekolah dan pengambil kebijakan pendidikan untuk meningkatkan efektivitas Kurikulum Merdeka dengan lebih mempertimbangkan aspek-aspek progresivisme dalam pengembangannya.Kata Kunci: Filsafat Progresivisme, Kurikulum Merdeka 
ANALISIS HAMBATAN KOMUNIKASI ANTARA ORANG TUA YANG BEKERJA DALAM MENGAWASI PERGAULAN REMAJA AKIBAT MUNCULNYA MEDIA SOSIAL Rina Astriani; Rani Puspita
Jurnal Sosial Humaniora dan Pendidikan Vol. 3 No. 3 (2024): Desember : Jurnal Sosial Humaniora dan Pendidikan
Publisher : Asosiasi Dosen Muda Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56127/jushpen.v3i3.1846

Abstract

This research explores the communication barriers between working parents in monitoring adolescent social interactions through social media. The study adopts a constructivist paradigm and a qualitative phenomenological approach. Symbolic Interactionism theory is employed to understand the impact of social media on the formation of adolescents' self-concept, while Family Communication Theory highlights communication gaps between parents and children. The research findings indicate that social media can be an additional communication barrier for working parents due to adolescents' addiction to social media and the parents' limited understanding of social media usage after a lack of face-to-face interaction. Working parents need help spending quality time together and supervising their children in a hostile social media environment.