INTI Nusa Mandiri最新文献_第2页

PERBANDINGAN KRITERIA DECISION TREE PADA PENGETAHUAN MASYARAKAT PADA PEMILIHAN UMUM PRESIDEN INDONESIA 印度尼西亚总统大选中公众知识决策树标准的比较

INTI Nusa Mandiri Pub Date : 2024-02-07 DOI: 10.33480/inti.v18i2.5065

Siti Masripah, Lestari Yusuf

{"title":"PERBANDINGAN KRITERIA DECISION TREE PADA PENGETAHUAN MASYARAKAT PADA PEMILIHAN UMUM PRESIDEN INDONESIA","authors":"Siti Masripah, Lestari Yusuf","doi":"10.33480/inti.v18i2.5065","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5065","url":null,"abstract":"In the Presidential election, gen z as a new voter, must know in advance who the presidential candidate will be in the 2024 election as well as the election process, because if voters do not know and do not understand, it will cause the wrong choice will result in their votes cannot be used even to abstain. What factors cause milennials and gen z generations to not know about elections can be determined using a decision tree. Therefore, in this study, a questionnaire was given to millennials and gen z generation to find out whether voters know the presidential candidate to be elected. The data from the questionnaire is processed to become training data and testing data with a ratio of 70:30. Then measure the accuracy level using the C4.5 algorithm with a comparison of splitting criteria, namely gain ratio, information gain and gini index. By knowing the right splitting criteria, the decision tree model can help overcome the problem of overfitting in the data. Overfitting occurs when the model is too complex in memorizing training data, thus failing to generalize well to read new data. The calculation results show the difference in accuracy values between Gain ratio, Information gain and Gini index, namely 81.67%, 83.33% and 83.33%. It can be concluded that for the use of Algorithm C4.5 splitting criteria Gain ratio and Gini index have the same accuracy value for accuracy measurement in this study.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"18 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139795960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

PERBANDINGAN KRITERIA DECISION TREE PADA PENGETAHUAN MASYARAKAT PADA PEMILIHAN UMUM PRESIDEN INDONESIA 印度尼西亚总统大选中公众知识决策树标准的比较

INTI Nusa Mandiri Pub Date : 2024-02-07 DOI: 10.33480/inti.v18i2.5065

Siti Masripah, Lestari Yusuf

{"title":"PERBANDINGAN KRITERIA DECISION TREE PADA PENGETAHUAN MASYARAKAT PADA PEMILIHAN UMUM PRESIDEN INDONESIA","authors":"Siti Masripah, Lestari Yusuf","doi":"10.33480/inti.v18i2.5065","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5065","url":null,"abstract":"In the Presidential election, gen z as a new voter, must know in advance who the presidential candidate will be in the 2024 election as well as the election process, because if voters do not know and do not understand, it will cause the wrong choice will result in their votes cannot be used even to abstain. What factors cause milennials and gen z generations to not know about elections can be determined using a decision tree. Therefore, in this study, a questionnaire was given to millennials and gen z generation to find out whether voters know the presidential candidate to be elected. The data from the questionnaire is processed to become training data and testing data with a ratio of 70:30. Then measure the accuracy level using the C4.5 algorithm with a comparison of splitting criteria, namely gain ratio, information gain and gini index. By knowing the right splitting criteria, the decision tree model can help overcome the problem of overfitting in the data. Overfitting occurs when the model is too complex in memorizing training data, thus failing to generalize well to read new data. The calculation results show the difference in accuracy values between Gain ratio, Information gain and Gini index, namely 81.67%, 83.33% and 83.33%. It can be concluded that for the use of Algorithm C4.5 splitting criteria Gain ratio and Gini index have the same accuracy value for accuracy measurement in this study.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"25 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139855833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

EVALUASI USABILITY WEBSITE BUKALAPAK DAN TOKOPEDIA MENGGUNAKAN METODE USER EXPERIENCE QUESTIONNAIRE (UEQ) 使用用户体验问卷调查法（UEQ）对BUKALAPAK和TOKOPEDIA网站进行可用性评估

INTI Nusa Mandiri Pub Date : 2024-02-06 DOI: 10.33480/inti.v18i2.5023

I. D. G. A. Putra, Pande Putu Ode Juiantara. KW, I. Gunawan, G. Indrawan

{"title":"EVALUASI USABILITY WEBSITE BUKALAPAK DAN TOKOPEDIA MENGGUNAKAN METODE USER EXPERIENCE QUESTIONNAIRE (UEQ)","authors":"I. D. G. A. Putra, Pande Putu Ode Juiantara. KW, I. Gunawan, G. Indrawan","doi":"10.33480/inti.v18i2.5023","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5023","url":null,"abstract":"This research aims to compare elements of usability and user experience on the e-commerce platforms Bukalapak and Tokopedia. Usability quality has important significance because if an application or website has optimal usability, users will be able to use it easily. Users who feel disappointed or have difficulty interacting with a website are likely to leave the platform and look for an alternative that is easier to use. Therefore, usability evaluation becomes crucial for e-commerce websites. Measurements were carried out using the User Experience Questionnaire (UEQ) method which involves several aspects, including attractiveness, perception, efficiency, dependability, stimulation and novelty. The results of evaluating user usage and experience on these two e-commerce websites, using the UEQ method, show that Bukalapak achieved an Attractiveness value of 0.80, Perspicuity of 0.83, Efficiency of 0.63, Dependability of 0.53, Stimulation of 0.74, and Novelty of 0.38. Meanwhile, Tokopedia achieved an Attractiveness score of 1.24, Perspicuity of 1.08, Efficiency of 1.20, Dependability of 1.19, Stimulation of 0.96, and Novelty of 0.70. Therefore, it can be concluded that Tokopedia shows better performance than Bukalapak in terms of usability and user experience on the e-commerce platform.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"1 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139862204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

EVALUASI USABILITY WEBSITE BUKALAPAK DAN TOKOPEDIA MENGGUNAKAN METODE USER EXPERIENCE QUESTIONNAIRE (UEQ) 网站可用性评估和用户体验调查表（ueq）的使用方法

INTI Nusa Mandiri Pub Date : 2024-02-06 DOI: 10.33480/inti.v18i2.5023

I. D. G. A. Putra, Pande Putu Ode Juiantara. KW, I. Gunawan, G. Indrawan

{"title":"EVALUASI USABILITY WEBSITE BUKALAPAK DAN TOKOPEDIA MENGGUNAKAN METODE USER EXPERIENCE QUESTIONNAIRE (UEQ)","authors":"I. D. G. A. Putra, Pande Putu Ode Juiantara. KW, I. Gunawan, G. Indrawan","doi":"10.33480/inti.v18i2.5023","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5023","url":null,"abstract":"This research aims to compare elements of usability and user experience on the e-commerce platforms Bukalapak and Tokopedia. Usability quality has important significance because if an application or website has optimal usability, users will be able to use it easily. Users who feel disappointed or have difficulty interacting with a website are likely to leave the platform and look for an alternative that is easier to use. Therefore, usability evaluation becomes crucial for e-commerce websites. Measurements were carried out using the User Experience Questionnaire (UEQ) method which involves several aspects, including attractiveness, perception, efficiency, dependability, stimulation and novelty. The results of evaluating user usage and experience on these two e-commerce websites, using the UEQ method, show that Bukalapak achieved an Attractiveness value of 0.80, Perspicuity of 0.83, Efficiency of 0.63, Dependability of 0.53, Stimulation of 0.74, and Novelty of 0.38. Meanwhile, Tokopedia achieved an Attractiveness score of 1.24, Perspicuity of 1.08, Efficiency of 1.20, Dependability of 1.19, Stimulation of 0.96, and Novelty of 0.70. Therefore, it can be concluded that Tokopedia shows better performance than Bukalapak in terms of usability and user experience on the e-commerce platform.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"97 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139802181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

ANALISA KEPUASAN PENGGUNA WEBSITE TOP UP VOUCHER GAMES ONLINE MENGGUNAKAN WEBQUAL 4.0 在线充值优惠券游戏网站与 Webqual 4.0 的关系分析

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.5036

Shinta Oktaviana R, Rifqi Avriyansyah Prayudha

{"title":"ANALISA KEPUASAN PENGGUNA WEBSITE TOP UP VOUCHER GAMES ONLINE MENGGUNAKAN WEBQUAL 4.0","authors":"Shinta Oktaviana R, Rifqi Avriyansyah Prayudha","doi":"10.33480/inti.v18i2.5036","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5036","url":null,"abstract":"The online gaming industry generates revenue through the sale of games that customers pay to play. In Indonesia, there are numerous programs that offer online game vouchers at different costs and with various payment options. The objective of this study is to identify the variables that influence user satisfaction on web applications that offer online game coupons. The study used the WebQual 4.0 methodology as a tool for evaluating the caliber of web apps. The research was conducted online via the Google Form application. The data collection period spanned from June 11, 2023 to June 29, 2023, and we got 130 respondents. The data was evaluated using descriptive statistical analysis with the aid of SPSS tools. The findings of this study indicate that the variable of Interaction Quality (X3) has a significant role in determining user satisfaction for online game voucher websites, however the factors of Usability (X1) and Information Quality (X2) do not exert any influence on user satisfaction. Therefore, this research shows that hypotheses H1 and H2 are rejected for all data groups. This research provides recommendations to online game voucher application owners to focus on interaction quality variables in further web application development.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"57 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139865005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

ENTERPRISE ARCHITECTURE PLANNING BAGI DESA DIGITAL DI KABUPATEN SUMEDANG 苏门答腊州数字化企业架构规划

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.4990

Hari Supriadi, M. Istambul, Parlindungan Parlindungan

{"title":"ENTERPRISE ARCHITECTURE PLANNING BAGI DESA DIGITAL DI KABUPATEN SUMEDANG","authors":"Hari Supriadi, M. Istambul, Parlindungan Parlindungan","doi":"10.33480/inti.v18i2.4990","DOIUrl":"https://doi.org/10.33480/inti.v18i2.4990","url":null,"abstract":"Penerapan Enterprise Architecture (EA) telah menjadi keharusan strategis yang penting untuk menjawab tantangan transformasi digital di Desa Digital. Penelitian ini bertujuan untuk mengembangkan Enterprise Architecture Desa Digital di Kabupaten Sumedang. Permasalahan utamanya terletak pada tidak adanya kerangka terstruktur atau tata kelola dalam pengelolaan transformasi digital yang efektif di tingkat desa. Metodologi yang digunakan dalam mengembangan Enterprise Architecture pada Desa Digital menggunakan Enterprise Architecture Planning (EAP), EAP dilakukan secara cermat, dimulai dengan analisis mendalam mengenai tantangan spesifik yang dihadapi desa dalam proses transformasi digital. Tahapan perancangan EAP meliputi inisiasi perencanaan, pemodelan bisnis dan teknologi saat ini, perancangan arsitektur data, arsitektur aplikasi, arsitektur teknologi, dan perencanaan implementasi. Temuan penelitian ini bahwa partisipasi aktif pemerintah daerah, masyarakat, dunia usaha dan pakar teknologi dianggap penting dalam merumuskan rencana EAP yang komprehensif. Penekanannya adalah pada pendekatan inklusif untuk memastikan keselarasan antara tujuan bisnis desa dan infrastruktur teknologi yang direncanakan, sehingga memberikan panduan praktis bagi pengambil keputusan dalam mengarahkan transformasi menuju Desa Digital yang lebih adaptif dan inovatif. Penelitian ini menghasilkan panduan berupa roadmap pengembangan teknologi informasi 5 tahun ke depan yang terdiri dari 14 data kandidat, 7 kandidat aplikasi, dan peta jaringan terkait, yang dapat memberikan wawasan berharga bagi kepala desa dalam merencanakan dan melaksanakan perubahan arsitektur yang ada apakah sudah sesuai dengan kebutuhan, kekhususan dan potensi Desa Digital.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"13 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139864604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

KLASTERISASI ANGKATAN KERJA DI INDONESIA BERDASARKAN USIA MENGGUNAKAN METODE ALGORITMA K-MEANS 使用 K-means 算法按年龄对印度尼西亚劳动力进行分类

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.5056

Ririn Restu Aria

{"title":"KLASTERISASI ANGKATAN KERJA DI INDONESIA BERDASARKAN USIA MENGGUNAKAN METODE ALGORITMA K-MEANS","authors":"Ririn Restu Aria","doi":"10.33480/inti.v18i2.5056","DOIUrl":"https://doi.org/10.33480/inti.v18i2.5056","url":null,"abstract":"The concept of the population is divided into two groups, namely the working age population and the population not working age. Indonesia, which has 34 provinces, has an unequal distribution of labor force due to the level of economic growth that is still not evenly distributed in several sectors. Labor is the most important and influential element in managing and controlling the economic system. In this study the method used in the grouping of provinces was based on the workforce in 34 provinces using the K-Means algorithm. The purpose of grouping data is done to get a province grouping that has a workforce in Indonesia by grouping / clustering into 3 groups based on age groups using the K-Means algorithm. Based on the calculations, the results of cluster 0 were 6 provinces, cluster 1 as many as 3 provinces and cluster 2 were 25 provinces. The K-Means algorithm can be used to understand the workforce problems and make it easier to describe the characteristics or characteristics of each group. Based on these results, the local government can give more attention to the regions with the smallest workforce such as the Province of Central Sulawesi, East Kalimantan, Jambi so that economic growth in various sectors can be increased so that the welfare of the workforce, especially in terms of work in the field of work can be easily obtained.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"18 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139864840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

ENTERPRISE ARCHITECTURE PLANNING BAGI DESA DIGITAL DI KABUPATEN SUMEDANG 苏门答腊州数字化企业架构规划

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.4990

Hari Supriadi, M. Istambul, Parlindungan Parlindungan

{"title":"ENTERPRISE ARCHITECTURE PLANNING BAGI DESA DIGITAL DI KABUPATEN SUMEDANG","authors":"Hari Supriadi, M. Istambul, Parlindungan Parlindungan","doi":"10.33480/inti.v18i2.4990","DOIUrl":"https://doi.org/10.33480/inti.v18i2.4990","url":null,"abstract":"Penerapan Enterprise Architecture (EA) telah menjadi keharusan strategis yang penting untuk menjawab tantangan transformasi digital di Desa Digital. Penelitian ini bertujuan untuk mengembangkan Enterprise Architecture Desa Digital di Kabupaten Sumedang. Permasalahan utamanya terletak pada tidak adanya kerangka terstruktur atau tata kelola dalam pengelolaan transformasi digital yang efektif di tingkat desa. Metodologi yang digunakan dalam mengembangan Enterprise Architecture pada Desa Digital menggunakan Enterprise Architecture Planning (EAP), EAP dilakukan secara cermat, dimulai dengan analisis mendalam mengenai tantangan spesifik yang dihadapi desa dalam proses transformasi digital. Tahapan perancangan EAP meliputi inisiasi perencanaan, pemodelan bisnis dan teknologi saat ini, perancangan arsitektur data, arsitektur aplikasi, arsitektur teknologi, dan perencanaan implementasi. Temuan penelitian ini bahwa partisipasi aktif pemerintah daerah, masyarakat, dunia usaha dan pakar teknologi dianggap penting dalam merumuskan rencana EAP yang komprehensif. Penekanannya adalah pada pendekatan inklusif untuk memastikan keselarasan antara tujuan bisnis desa dan infrastruktur teknologi yang direncanakan, sehingga memberikan panduan praktis bagi pengambil keputusan dalam mengarahkan transformasi menuju Desa Digital yang lebih adaptif dan inovatif. Penelitian ini menghasilkan panduan berupa roadmap pengembangan teknologi informasi 5 tahun ke depan yang terdiri dari 14 data kandidat, 7 kandidat aplikasi, dan peta jaringan terkait, yang dapat memberikan wawasan berharga bagi kepala desa dalam merencanakan dan melaksanakan perubahan arsitektur yang ada apakah sudah sesuai dengan kebutuhan, kekhususan dan potensi Desa Digital.","PeriodicalId":197142,"journal":{"name":"INTI Nusa Mandiri","volume":"24 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139805072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

PROTOTYPE METHOD PADA APLIKASI SCHEDULER BERBASIS MOBILE 基于移动平台的调度程序原型方法

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.4986

Nurmalasari Nurmalasari, Nabila Adinda, Siti Masturoh

引用次数: 0

PROTOTYPE METHOD PADA APLIKASI SCHEDULER BERBASIS MOBILE 基于移动平台的调度程序原型方法

INTI Nusa Mandiri Pub Date : 2024-02-05 DOI: 10.33480/inti.v18i2.4986

Nurmalasari Nurmalasari, Nabila Adinda, Siti Masturoh

引用次数: 0