Publication Search

68,563 articles from 588 journals · 1,699 citations tracked

Showing 221-240 of 679

Analytics

Cindy Rohadatul ‘Aisy Jannah; Hanik Amaria; Nik Haryanti

Jurnal Hukum, Administrasi Publik, dan Ilmu Komunikasi 2024 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

This research method uses qualitative research, researchers use Purposive Sampling sampling. Data Collection Techniques using interviews, documentation, observation. Data Validity Testing Techniques using source triangulation and data analysis techniques using several stages (Sugiyono, 2020): organizing data, grouping based on categories, themes, and answer patterns, testing assumptions or problems that exist against data, looking for alternative explanations for data and writing research results. The formulation of the problem in this study is how is the marketing strategy in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency and what factors support and hinder the implementation of marketing strategies in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The purpose of this study is how is the marketing strategy in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency and what factors support and hinder the implementation of marketing strategies in increasing visitor satisfaction of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The results of this study are that the Kendedes swimming pool uses a 4 P marketing mix (Product, Price, Place & Promotion). Consumer satisfaction is the conformity of expectations that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency feel that the facilities and infrastructure and services from the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are in accordance with the expectations of customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. Then the factor of interest in reuse, that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency feel satisfied so they want to come back to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The next factor is the willingness to recommend, that customers and visitors to the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency provide information and share experiences with others so that other people are also interested in visiting the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency. The supporting factors for the promotion of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are social media because it is free of charge and of course used by many people. The inhibiting factors for the promotion of the Kendedes swimming pool in Sragi Village, Talun District, Blitar Regency are limited to using only social media and not doing other more effective forms of promotion.Send feedback,Side panels,History,Saved

Uswatun Hasanah; Neni Afrida Sari; Rahmad Husein

Publikasi Para ahli Bahasa dan Sastra Inggris 2024 Asosiasi Periset Bahasa Sastra Indonesia

The study investigated the implementation of the Initiation-Response-Feedback (IRF) pattern of Coulthard and Sinclair Model in sixth-grade classroom interactions. It focused on its impact on student engagement and learning outcomes. Conducted with an English teacher and 23 students, the research utilized video recordings to analyze discourse patterns during lessons. Findings reveal that the IRF model facilitated communication by structuring interactions where teachers initiate questions, students respond, and teachers provide feedback. However, the analysis indicated that while students actively participate, their responses often consist of repetition rather than demonstrating comprehension of the material. Teacher feedback plays a crucial role in reinforcing learning, yet it also highlighted areas needing improvement in fostering deeper understanding. The study emphasizes the importance of teacher-student dialogue in creating an interactive learning environment and suggests that educators should encourage critical thinking and comprehension alongside participation. By identifying best practices within the IRF framework, this research contributes to enhancing classroom dynamics in early secondary education settings.  

Ivana Zafirah; Lu’Lu’ Nur Fadiya; Asiah Khairunnisa Azzahra; Windi Elika Sari; Rizki Ayudika Yulistiani +2 more

Perspektif: Jurnal Pendidikan dan Ilmu Bahasa 2024 STAI YPIQ BAUBAU, SULAWESI TENGGARA

The existence of online news in the midst of students can be considered as a source of easy information acquisition. Not only as information acquisition but also as a chapter of material used as learning material for grade XI high school students. The selection of news texts for students should be considered as a source of reading. The purpose of this study is to determine the effectiveness of sentence function patterns in CNN online news texts as a reading source for grade XI high school students. This research article uses a theoretical approach, namely a syntactic approach by analyzing the types and forms of sentence patterns. As for this research, the qualitative descriptive method is used to analyze related data. The researcher performs listening and recording techniques on CNN online news text to understand the content contained in the news text, then the researcher records the analysis of single sentence patterns and compound sentences contained in the news text using the agih method. From the data analysis that has been done, it was found that there are 49 single sentences and 33 compound sentences in CNN news whose sentence function patterns are simple and easy to understand for reading sources for high school grade XI students. The results of the analysis in this article are expected to add a deeper understanding and knowledge about the types and patterns of sentence functions and their feasibility to be used as a reading resource for students of grade XI SMA. Sentence patterns and their usage as well as knowledge about their types can be used as a reading resource for students.

Haya Izatul Jannah Suraya; Tati Karyawati; Arisnawati Arisnawati

Jurnal Ilmu Kesehatan 2024 Lembaga Pengembangan Kinerja Dosen

Indonesia still faces big challenges in developing public health. Changing people's lifestyles are one of the reasons for the shift in patterns from infectious diseases to non-communicable diseases (epidemiological transition). One of the non-communicable diseases that occupies the fourth position as the cause of death is diabetes mellitus, which was recorded as contributing 1.5 million cases in 2019 (Sarifah & Siyam, 2023). The signs and symptoms in diabetes mellitus patients are high blood sugar levels. The purpose of this writing is to find out and provide family nursing care to Mrs. S Family Mr. N With Endocrine System Disorders: Diabetes Mellitus in Bonjot Hamlet, Kalibuntu Village, RT 02 RW 04, Losari District, Brebes Regency, in accordance with nursing standards. The methods used are descriptive methods and data collection methods. From the case review, it was found that Mrs. S complains of frequent urination. There were two diagnoses found, namely knowledge deficit and instability of blood glucose levels. Interventions are prepared based on the theory of SDKI, SLKI and SIKI as well as on the client's condition and can be implemented.

Feny Nursyahwa Aulia Tarigan; Rahmad Husein; Neni Afrida Sari Harahap

Publikasi Para ahli Bahasa dan Sastra Inggris 2024 Asosiasi Periset Bahasa Sastra Indonesia

This study analyzes teacher talk in the YouTube video "Differentiated Learning on Self-Introduction" from SMAN 1 Pangkalan Susu using the Flanders Interaction Analysis Category (FIAC) system. Teacher talk, which includes both direct and indirect verbal interactions, plays a critical role in fostering an engaging and effective learning environment. The research focuses on identifying patterns of teacher-student interactions that support differentiated learning, a method designed to cater to individual student needs. The results reveal that indirect talk, such as accepting feelings and giving encouragement, accounts for 60.87% of the interactions, while direct talk, like giving instructions and lecturing, constitutes 39.13%. This balance suggests a strong emphasis on student engagement through supportive communication, essential for differentiated learning environments.

Shely Eninta BR PA; Yani Maulita; Surya Alamsyah Putra

Repeater : Publikasi Teknik Informatika dan Jaringan 2024 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

The Indonesian government has implemented various programs to improve public welfare; however, social assistance often misses its target, primarily due to a lack of accurate data. Sirapit Subdistrict, as a government institution, has access to important population data for policy development, particularly in the distribution of aid based on community welfare levels. Factors such as education, age, number of dependents, and income play a significant role in determining an individual's welfare. To address this issue, this study proposes the use of the Apriori method to analyze the factors affecting population welfare. The Apriori method is a data mining algorithm useful for discovering association patterns within a dataset. The study results show that with a support value of 3% and a confidence level of 100%, a pattern was found where residents with a high school education, 1-2 dependents, aged 35-45 years, earning Rp 500,000 - Rp 999,999, and with a low welfare level tend to work as laborers. These findings are expected to serve as a foundation for formulating more targeted policies to improve community welfare in Sirapit Subdistrict.

Ahmad Walela

This study explores how the theory of Multiple Intelligence proposed by Howard Gardner can be effectively integrated into the teaching and learning process and the challenges faced in its implementation in various educational contexts. This study analyzes existing literature through a literature review approach to find common patterns, research gaps, and best practices in applying Multiple intelligence theory in the classroom. The literature analyzed includes journal articles, academic books, and research reports focusing on teachers' understanding of multiple intelligences, learning methods based on dual Intelligence, student responses to applying these methods, and varied and inclusive assessment systems. The study results show that although the theory of multiple intelligences has been widely recognized in education, its application still faces various challenges. Teachers' understanding of this theory is often limited, and many have been unable to adapt teaching methods to accommodate students' diverse intelligences optimally. In addition, more infrastructure and resources in schools are also needed to support kinesthetic, musical, and visual-spatial Intelligence. Nonetheless, previous research has shown that students respond positively when the learning methods used match their dominant Intelligence, which can improve their motivation, engagement, and learning outcomes. This literature review concludes that a more varied and inclusive learning approach must accommodate all student intelligences. In addition, Assessment and evaluation in education must be more flexible, considering non-cognitive intelligences that have been ignored in standardized tests. This study recommends increasing teacher training, providing supporting infrastructure, and developing a curriculum more adaptive to the diversity of students' Intelligence. The results of this study make an essential contribution to enriching the understanding of applying the theory of multiple intelligences and offering solutions to the challenges faced in modern education.    

Dicky Ananda Azhari; Yani Maulita; Suci Ramadani

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2024 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Crime is a problem experienced by humans from time to time, crime often occurs because of several factors, one of which is due to the lack of security of the address so that many criminal acts occur. Hamparan Perak Police is trying to increase its commitment to safeguard and protect the community through efforts that are organized consistently and continuously. The rise of criminal acts that occur, such as motorcycle theft, persecution, and the rise of robbery in the middle of the road makes residents feel unsafe and always feel threatened at certain addresses. Therefore, to determine the vulnerable pattern of crimes committed, it is necessary to determine the group to determine the vulnerable area or not using the clustering method, which aims to be able to assist the police in conducting socialization and actions for public security by combining objects in a group with each other and different from objects in other groups. From the tests carried out using the clustering method with the K-Means algorithm, it can be seen that the group of criminal data that has the highest group and most often appears when processed is the criminal act of theft, the pattern of criminal acts in quiet areas, has been monitored and planned in klambir village.

Mohammad Husein

International Journal of Public Health 2024 Asosiasi Riset Ilmu Kesehatan Indonesia

Myopia or nearsightedness is a visual impairment whose prevalence is increasing, especially among adolescents living in urban areas. This study aims to analyze the risk factors that contribute to the increasing incidence of myopia in adolescents in urban areas. The risk factors studied include near visual activity, exposure to natural light, duration of digital device use, reading habits, and genetic and environmental factors. This study design used a cross-sectional approach involving 300 adolescents aged 12-18 years who were randomly selected from several schools in city X. Data were collected through questionnaires that measured visual habits, daily activity patterns, and family health history, and were strengthened by eye refraction examinations by medical personnel. Data analysis was carried out using logistic regression to identify the relationship between risk factors and the incidence of myopia. The results showed that excessive near visual activity, use of digital devices for more than 4 hours per day, and lack of exposure to natural light were significant risk factors for myopia in adolescents. In addition, genetic factors also play an important role in the predisposition of myopia. These findings are expected to provide a deeper understanding of the factors causing myopia among adolescents and become the basis for formulating effective prevention strategies.

Maskanda Rizky; Yani Maulita; Tioria Pasaribu

Modem : Jurnal Informatika dan Sains Teknologi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This study aims to analyze the correlation between students' academic achievements and the effectiveness of campus promotion in attracting new prospective students. Academic performance is often used as an indicator of educational quality in higher education and is frequently highlighted in promotional strategies. However, the direct relationship between student academic achievement and campus promotion success has not been fully understood. This research utilizes the Apriori method in data mining to discover hidden patterns related to student academic performance and campus promotion. The data analyzed include undergraduate students from the 2017–2019 cohorts at STMIK Kaputama Binjai, with variables such as study programs, GPA, school background, and major during high school. The results indicate a significant correlation between academic achievement and the effectiveness of campus promotion, which can be used by institutions to develop more targeted promotional strategies. By leveraging data mining, universities can more effectively identify potential student segments and enhance the overall image of the institution.

Mairani Mairani

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

The Apriori method is one of the algorithms used in data mining to find association patterns, such as "association rules", in large data sets. This method was developed by Rakesh Agrawal and Ramakrishnan Srikant in 1994. The purpose is to test the correlation between facial skin problems and the type of product used by finding min support and min confidence using the apriori method.The results obtained based on this analysis are that there are 2 rules that meet the minimum requirements to form a combination of 2 itemsets with a minimum support value of 95% and a minimum confidence of 100%.  

Andrean Samuel Siahaan; Rusmin Saragih; Magdalena Simanjuntak

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2024 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This research aims to apply the K-Means Clustering method in grouping consumer interests regarding the use of services at the Binjai Post Office. The Post Office is part of a state-owned enterprise in North Sumatra Province with the main task of providing postal and logistics services. Postal services remain one of the most important means of communication, especially for sending packages, letters, and documents. However, with various services and diverse consumer needs, post offices can provide more effective and relevant services. The K-Means Clustering method is a classification technique based on machine learning algorithms used to identify patterns present in consumer interest data. The data used in this research includes various related variables, namely the type of delivery, total cost, and delivery time. The results of the clustering process conducted using 3 clusters indicate that there is a grouping of consumer data based on preferences for using delivery services. In group 1, there are (21 data points) with a centroid at coordinates (C1) 2; 4.3810; 3.5238. In group 2, there are (124 data points) with a centroid at coordinates (C2) 3; 2.0565; 3.1452. In group 3, there are (387 data points) with a centroid at coordinates (C3) 3.6925; 1.1370; 1.7209. This research shows that the application of K-Means Clustering can enhance the understanding of consumer interests and assist in the development of more targeted strategies to optimally meet needs.

Ariska Novirinda Stefany; Aulia Lathifatul Chalda; Dwi Aulia Putri; Lilis Septiani; Siti Rizkia Latifa +2 more

The branch of grammar that studies sentence structure is syntax. Sentences consisting of subject (S), predicate (P), object (O), complement (Pel), and adverb (K) are structural types of syntax. The pattern of sentence function in each collection of short stories is different. The language in a short story usually contains various sentences such as description sentences, dialog sentences, and narrative sentences. A good sentence is a sentence that can express a complete thought or can reveal complete information. The purpose of this research is not only to analyze the sentence function pattern but also to discuss the ineffectiveness of the sentence in relation to the reading resources of grade XI SMA. There are two types of approaches in this research, namely descriptive qualitative methodological approach and syntactic theoretical approach. The method used in this research is the simak catat and padan method. The presentation methods used are formal and informal. The results of this study found 9 patterns of sentence functions, namely, SPPel, SPO, SP, SPK, SPOK, SPOPel, SPOPelK, SPPelK, and SPPelO. Although syntactic functions are not always filled in every sentence, at least the Subject and Predicate must be present because they are interrelated. In this study, ineffectiveness has also been found due to double subjects, use of conjunctions, ambiguity, use of synonyms, and waste of words. This makes the reader have difficulty in understanding the sentence. The benefit of this research is that it can find out the use of sentence function patterns in short stories including the relationship between elements such as subjects, predicates, objects, and clauses. So that it can produce a good and correct sentence structure. In addition, this research also presents the results of an overview of the variations in sentence structure and the importance of using good and correct grammar in its use to understand a text.

Maida Andriani; Akim Manaor Hara Pardede; Magdalena Simanjuntak

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This research aims to cluster disease data based on patient age using the K-Means method at RSUD Dr. RM. Djoelham. In this case study, the clustering method with the K-Means algorithm is used to group patients based on patient age, address and type of disease. With this method, information can be obtained regarding patient grouping patterns based on age at Dr. RM. Djoelham, who helps identify the closest relationships between patient groups and provides insight into the distribution of disease across age groups, regions and types of disease suffered.This research was conducted at RSUD Dr. RM. Djoelham by loading data from patients treated at the hospital. The data used is 1,100 patient data from 2022-2024 which has been recorded by the hospital. This patient data will be analyzed using 3 variables in the research, namely Patient Age (C1), Address (C2), and Type of Disease (C3). With the results, cluster 1 contains 320 data, cluster 2 contains 326 data, and cluster 3 contains 454 data.

Muchammad Akbar Ibrani; Angelica Hexa Trinita Pandiangan; Titis Abhirama Reswara; Moch. Yusuf Ilham Noer; Haula Inayatul Ilahiyah +2 more

Jurnal Ilmu Pendidikan, Bahasa, Sastra dan Budaya 2024 Asosiasi Periset Bahasa Sastra Indonesia

Understanding sentence function patterns plays a major role in reading a novel, especially in class XII. By studying the understanding of sentence function patterns, class XII students can understand the important role of sentence function patterns in a novel. This research aims to be an informative and interesting learning resource for class XII students to use novels as enrichment material and improve their language skills. This research considers the function patterns of sentences in the novel "Pulang" by Tere Liye and the feasibility of sentence readability as enrichment material for class XII students. The method used in this research is a qualitative-descriptive method. Qualitative descriptive methods do not rely on evidence-based systematic logic, numerical principles, or statistical methods. This research helps determine the function patterns of sentences through the functions, categories, and roles of sentences in the novel, as well as the data and data sources in this research in the form of collections of sentences in the novel "Pulang" by Tere Liye. The data analysis technique used in this research uses the AGH method. The results of this research found sentence function patterns in the novel "Pulang" by Tere Liye. There are two S-P sentence patterns; there are three S-P-O sentence patterns; there are three S-P-Pel sentence patterns; there are four S-P-O-Pel sentence patterns; there are three S-P-K sentence patterns; there are four S-P-O-K sentence patterns; there are five S-P-O-Pel-K sentence patterns; and there are five S-P-O-Pel-K sentence patterns. Analysis of sentences based on function found the following sentence function patterns: S, P, O, and K. Analysis of sentences based on categories found in sentences is as follows: Function S is in the noun category. Function P is categorized as an adjective or verb. Function O is in the noun category. Ket functions are categorized as verbs, adjectives, and verb phrases. The analysis of sentences based on the roles found in the sentences is as follows: S's function is to act as an actor. Function P acts as a command or action. Function O acts as a sufferer. The functions of information are time, nature, and circumstances. Apart from that, the sentence function patterns in the novel "Pulang" by Tere Liye are suitable as enrichment material for class not good, accuracy in finding sentence function patterns, inaccuracy in finding sentence function patterns, accuracy in preparing sentence function patterns, inaccuracy in preparing sentence function patterns, effectiveness in reading story text narratives in novels, and ineffectiveness in reading story text narratives in novels. The results of this research can provide knowledge and insight into an understanding of In this research, understanding sentence function patterns for class XII students is very important to ensure that the teaching materials presented can be understood and applied by the class.

Anugrah Bintang; Rika Ardiana Yuni Cahyaningrum; Neri Vedita Putri; Nafikha Putri Arthamevia Maharani; Riri Citra Melisa +2 more

In today's world, technology has revolutionized the process of information discovery, making it faster and more efficient. Technological advancements have had a significant impact on how information is collected. Previously, information was sourced from newspapers and other outlets but lacked direct conveyance. The emergence of the Internet made information readily accessible, allowing for the rapid reporting and dissemination of events on a national and global scale. This easy access to information enables people to stay abreast of global events. The goal of news text analysis is to offer information and insights to the public about recent events, as news plays an integral role in human life. This research method employs a qualitative descriptive approach to generate written data, typically in a narrative format. The findings identified six distinct patterns: : 3 S-P-K-K, 2 S-P-O-Pel, 3 S-P, 2 S-P-O, 1 S-P-O-K, dan 3 S-P-K. This research can serve as a valuable educational tool for high school students.

Assarah Valentina Febriyanti; Maryatun Maryatun

Jurnal Praba : Jurnal Rumpun Kesehatan Umum 2024 STIKES Columbia Asia Medan

 During the preschool period, children's growth is stable, this can be seen from the aspect of physical development or motor development, the most important factor that can affect gross motor development is parenting, because parenting is a way that parents do in encouraging children to achieve goals. To analyze the relationship between parenting patterns and gross motor development in preschool children at Paud Mutiara Qur'an RW 07 Banyuanyar Surakarta City. The type of research used quantitative with a cross sectional approach with a sample of 67 respondents. Data were collected through questionnaires and KPSP sheets. Based on parenting patterns, namely democratic parenting patterns as many as 47 respondents, and based on the incidence of gross motor development that is in accordance with the development of 46 students. Analysis with the chi square test shows that there is a relationship between parenting patterns and gross motor development in preschool children at Paud Mutiara Qur'an Rw 07 Banyuanyar Surakarta City (p-value = 0.000). The existence of good parenting can encourage children to achieve the desired goals, such as the development of gross motor development in preschool-age children so that children can follow development according to their age stage.

Muchammad Akbar Ibrani; Angelica Hexa Trinita Pandiangan; Titis Abhirama Reswara; Moch. Yusuf Ilham Noer; Haula Inayatul Ilahiyah +2 more

Jurnal Ilmu Pendidikan, Bahasa, Sastra dan Budaya 2024 Asosiasi Periset Bahasa Sastra Indonesia

Understanding sentence function patterns plays a major role in reading a novel, especially in class XII. By studying the understanding of sentence function patterns, class XII students can understand the important role of sentence function patterns in a novel. This research aims to be an informative and interesting learning resource for class XII students to use novels as enrichment material and improve their language skills. This research considers the function patterns of sentences in the novel "Pulang" by Tere Liye and the feasibility of sentence readability as enrichment material for class XII students. The method used in this research is a qualitative-descriptive method. Qualitative descriptive methods do not rely on evidence-based systematic logic, numerical principles, or statistical methods. This research helps determine the function patterns of sentences through the functions, categories, and roles of sentences in the novel, as well as the data and data sources in this research in the form of collections of sentences in the novel "Pulang" by Tere Liye. The data analysis technique used in this research uses the AGH method. The results of this research found sentence function patterns in the novel "Pulang" by Tere Liye. There are two S-P sentence patterns; there are three S-P-O sentence patterns; there are three S-P-Pel sentence patterns; there are four S-P-O-Pel sentence patterns; there are three S-P-K sentence patterns; there are four S-P-O-K sentence patterns; there are five S-P-O-Pel-K sentence patterns; and there are five S-P-O-Pel-K sentence patterns. Analysis of sentences based on function found the following sentence function patterns: S, P, O, and K. Analysis of sentences based on categories found in sentences is as follows: Function S is in the noun category. Function P is categorized as an adjective or verb. Function O is in the noun category. Ket functions are categorized as verbs, adjectives, and verb phrases. The analysis of sentences based on the roles found in the sentences is as follows: S's function is to act as an actor. Function P acts as a command or action. Function O acts as a sufferer. The functions of information are time, nature, and circumstances. Apart from that, the sentence function patterns in the novel "Pulang" by Tere Liye are suitable as enrichment material for class not good, accuracy in finding sentence function patterns, inaccuracy in finding sentence function patterns, accuracy in preparing sentence function patterns, inaccuracy in preparing sentence function patterns, effectiveness in reading story text narratives in novels, and ineffectiveness in reading story text narratives in novels. The results of this research can provide knowledge and insight into an understanding of In this research, understanding sentence function patterns for class XII students is very important to ensure that the teaching materials presented can be understood and applied by the class.

Nadilla Ayudia Pasa; Yani Maulita; I Gusti Prahmana

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This study investigated college students' anxiety levels in completing their final projects, which is an important requirement for graduation. Anxiety is a common problem faced by students, which is often caused by the long and complicated process of preparing a final project. Using the Zung Self-Assessment Anxiety Scale (SAS/SRAS), this study aims to measure the level of anxiety and identify the main factors that contribute to it. The Rough Set Method, an efficient technique for analyzing uncertainty, was applied to identify patterns and relationships between factors influencing college students' anxiety. Data was collected through questionnaires from students who are currently completing their final projects. By applying the Rough Set Method, this research succeeded in identifying significant factors that influence anxiety levels, such as psychological, physical and positive responses. These findings provide valuable insight for educators and counselors to better understand and address college students' anxiety during the final years.

Muhammad Rizky R Ritonga; Marto Sihombing; Selfira Selfira

Modem : Jurnal Informatika dan Sains Teknologi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This research focuses on using the K-Nearest Neighbor (KNN) algorithm to model student satisfaction with campus services. The study finds that the quality of the dataset strongly influences the accuracy of the KNN classification results. Factors such as data cleanliness, balanced class distribution, and sufficient training data volume are highlighted as crucial for a successful model. The research also emphasizes the significance of proper feature selection in enhancing classification performance, suggesting that irrelevant features can introduce noise and decrease model accuracy. The model was evaluated using a dataset of 1032 data points and K=5, achieving an accuracy of 93.72%. While the model performed well for certain classes such as "Very Good" and "None", challenges were encountered in classifying the "Fair" and "Deficient" classes. The study concludes that KNN is effective in identifying student satisfaction patterns but highlights the need for improvements in accurately classifying these challenging classes. Ultimately, the research underscores the importance of data quality and feature selection in enhancing the performance of classification models for student satisfaction analysis.