Pub Date : 2019-03-31DOI: 10.33020/SAINTEKOM.V9I1.73
Sumiyatun Sumiyatun
Dunia pendidikan telah mengalami evolusi secara kontinyu. Salah satu faktor pemicunya adalah kompetisi antar perguruan tinggi yang semakin ketat. Oleh karena itu pemasaran menjadi unsur yang strategis dalam menjaga eksistensi perguruan tinggi. Dalam membuat keputusan pemilihan strategi marketing, terdapat beberapa kriteria yang perlu dipertimbangkan, diantaranya adalah biaya, waktu, tingkat pengaruh, capaian target dan lain sebagianya. Pada perguruan tinggi swasta pengambilan keputusan terkait strategi marketing tidak hanya ditentukan oleh bagian Humas saja, akan tetapi harus meminta pertimbangan dari pihak manajemen dan yayasan pemilik perguruan tinggi. Berdasarkan kompleknya permasalahan yang dihadapi, diperlukan sebuah sistem pendukung keputusan kelompok atau Group Decision Support System (GDSS) dalam menentukan strategi marketing pergurauan tinggi. Pada penelitian ini, penulis mengajukan GDSS menggunakan metode Analytical Hierarchy Process (AHP) yang mendukung model Multi Attribute Decision Making (MADM) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) sebagai model untuk pengambilan keputusan. Penggunaan GDSS pada penelitian ini bertujuan untuk mengakomodir penilaian lebih dari satu evaluator dan meningkatkan kualitas keputusan. Dengan demikian diharapkan penilaian yang dilakukan lebih obyektif, karena tidak dilakukan oleh satu pihak saja. Perangkat lunak yang dibangun dari hasil penelitian ini diharapkan mempermudah dan mempercepat dalam menentukan strategi marketing perguruan tinggi.
{"title":"GDSS MULTI KRITERIA PENENTUAN STRATEGI MARKETING TERBAIK PERGURUAN TINGGI","authors":"Sumiyatun Sumiyatun","doi":"10.33020/SAINTEKOM.V9I1.73","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V9I1.73","url":null,"abstract":"Dunia pendidikan telah mengalami evolusi secara kontinyu. Salah satu faktor pemicunya adalah kompetisi antar perguruan tinggi yang semakin ketat. Oleh karena itu pemasaran menjadi unsur yang strategis dalam menjaga eksistensi perguruan tinggi. Dalam membuat keputusan pemilihan strategi marketing, terdapat beberapa kriteria yang perlu dipertimbangkan, diantaranya adalah biaya, waktu, tingkat pengaruh, capaian target dan lain sebagianya. Pada perguruan tinggi swasta pengambilan keputusan terkait strategi marketing tidak hanya ditentukan oleh bagian Humas saja, akan tetapi harus meminta pertimbangan dari pihak manajemen dan yayasan pemilik perguruan tinggi. \u0000Berdasarkan kompleknya permasalahan yang dihadapi, diperlukan sebuah sistem pendukung keputusan kelompok atau Group Decision Support System (GDSS) dalam menentukan strategi marketing pergurauan tinggi. Pada penelitian ini, penulis mengajukan GDSS menggunakan metode Analytical Hierarchy Process (AHP) yang mendukung model Multi Attribute Decision Making (MADM) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) sebagai model untuk pengambilan keputusan. \u0000Penggunaan GDSS pada penelitian ini bertujuan untuk mengakomodir penilaian lebih dari satu evaluator dan meningkatkan kualitas keputusan. Dengan demikian diharapkan penilaian yang dilakukan lebih obyektif, karena tidak dilakukan oleh satu pihak saja. Perangkat lunak yang dibangun dari hasil penelitian ini diharapkan mempermudah dan mempercepat dalam menentukan strategi marketing perguruan tinggi.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131111807","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}
Pub Date : 2019-03-31DOI: 10.33020/SAINTEKOM.V9I1.79
Rifqi Hammad
University is one of the agencies that use information technology to support various business processes. University requires data integration between the systems so that the data available in one system can be used in other systems to support data management.In forwarding data integration there are several obstacles that occur one of the causes is schema heterogeneity used by each information system. linguistic method is one of the schema matching methods used to overcome the problem of schema heterogeneityBased on the analysis of database schemes with the linguistic method, the values of precision, recall and f measure are 0.75. This value indicates that the application of the matching schema has been quite good. But there are still some of the same data between the schemes so that the integration of the data owned is not maximal. So that optimization is still needed to maximize the data integration
{"title":"ANALISIS INTEGRASI DATA PADA RELASIONAL BASIS DATA DENGAN MENGGUNAKAN METODE SCHEMA MATCHING","authors":"Rifqi Hammad","doi":"10.33020/SAINTEKOM.V9I1.79","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V9I1.79","url":null,"abstract":"University is one of the agencies that use information technology to support various business processes. University requires data integration between the systems so that the data available in one system can be used in other systems to support data management.In forwarding data integration there are several obstacles that occur one of the causes is schema heterogeneity used by each information system. linguistic method is one of the schema matching methods used to overcome the problem of schema heterogeneityBased on the analysis of database schemes with the linguistic method, the values of precision, recall and f measure are 0.75. This value indicates that the application of the matching schema has been quite good. But there are still some of the same data between the schemes so that the integration of the data owned is not maximal. So that optimization is still needed to maximize the data integration","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124756572","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}
Pub Date : 2019-03-31DOI: 10.33020/SAINTEKOM.V9I1.82
Demak L. Tobing
Android-based games are divided into various genres so that there are many variations of the game that can be played but many game developers don't know how to develop games based on the player's perspective that is closely related to human computer interaction. The purpose of this study was to find out the strongest characteristics of player motivation in each genre available on Google Play using Octalysis framework based on design and gameplay so that differences in player motivation were found. The Octalysis Framework has been used by many companies to make gamification products, because in gamification there are game elements so that they can be used to analyze game products. With this research, it is expected that each genre has the strength of characteristics and weaknesses as a benchmark of data for developers and game designers to create more varied games.
{"title":"ANALISIS PERBEDAAN GENRE GAME PADA GOOGLE PLAY MENGGUNAKAN FRAMEWORK OCTALYSIS","authors":"Demak L. Tobing","doi":"10.33020/SAINTEKOM.V9I1.82","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V9I1.82","url":null,"abstract":"Android-based games are divided into various genres so that there are many variations of the game that can be played but many game developers don't know how to develop games based on the player's perspective that is closely related to human computer interaction. \u0000The purpose of this study was to find out the strongest characteristics of player motivation in each genre available on Google Play using Octalysis framework based on design and gameplay so that differences in player motivation were found. The Octalysis Framework has been used by many companies to make gamification products, because in gamification there are game elements so that they can be used to analyze game products. \u0000With this research, it is expected that each genre has the strength of characteristics and weaknesses as a benchmark of data for developers and game designers to create more varied games.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115114617","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}
Pub Date : 2018-09-19DOI: 10.33020/saintekom.v8i2.65
Herpendi Herpendi, Veri Julianto, Khairul Anwar Hafizd
Technological developments in the communication and information area can changes the lifestyle of the human become the digital lifestyle. Digitalization on the aspects of life can provide convenience for humans. Like the household appliances that can be controlled by a smartphone. In 2015 Nugraha build a light management system with android smartphone via bluetooth media. In addition, the lights are also can be controlled automatically by time and light (LDR). The disadvantages of this system are the lights that can not be used remotely and can not give notice to the home owner about the status “on or off” of the light. This research aims to design a multicontrol system to control the light with several media follows : bluetooth, voice, light (LDR), timer, website and SMS as notification of light status. System development method in this research using Waterfall method. The test results using bluetooth, light(LDR), voice, and timer provide a fast response with average less than 2 seconds.
{"title":"Perancangan Multicontrol Pada Lampu Berbasis Internet Of Think (IOT)","authors":"Herpendi Herpendi, Veri Julianto, Khairul Anwar Hafizd","doi":"10.33020/saintekom.v8i2.65","DOIUrl":"https://doi.org/10.33020/saintekom.v8i2.65","url":null,"abstract":"Technological developments in the communication and information area can changes the lifestyle of the human become the digital lifestyle. Digitalization on the aspects of life can provide convenience for humans. Like the household appliances that can be controlled by a smartphone. In 2015 Nugraha build a light management system with android smartphone via bluetooth media. In addition, the lights are also can be controlled automatically by time and light (LDR). The disadvantages of this system are the lights that can not be used remotely and can not give notice to the home owner about the status “on or off” of the light. This research aims to design a multicontrol system to control the light with several media follows : bluetooth, voice, light (LDR), timer, website and SMS as notification of light status. System development method in this research using Waterfall method. The test results using bluetooth, light(LDR), voice, and timer provide a fast response with average less than 2 seconds.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127898676","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}
Pub Date : 2018-09-19DOI: 10.33020/SAINTEKOM.V8I2.72
V. H. Pranatawijaya, Putu Bagus Adidyana Anugrah Putra, Widiatry ., Nova Noor Kamala Sari
Regulations concerning Single Tuition Fee have been contained in the Regulation of Minister of Research, Technology and Higher Education Number 39 of 2016. In addition, the Law on Higher Education Number 12 of 2012 Article 88 stipulates that the minister posseses the authority to set the unit standard for Higher Education operational costs which becomes the basis of state universities to set the costs charged by the students in the scope of Ministry of Research, Technology and Higher Education. University of Palangka Raya applies Generate File Software Development Account to determine the cost of Single Tuition Fee which is a development method of modified Waterfall software. This method consists of four stages; (1) Analysis; (2) Design; (3) Implementation, and; (4) Testing. Quicksort and Depth First Search Algorithm also implemented on system. Thus this website utilizes Generate Data Account of Single Tuition Fee which will work automatically from each Higher Education entry, namely SNMPTN, SBMPTN and SMMPTN-BARAT and create easier to the management team to change automatically the data of study program from students’ Singgle Tuition Fee account based on the specified study program. Keywords: Single Tuition Fee, Generate File, Quicksort, Depth First Search
关于单一学费的规定已载于2016年第39号研究、技术和高等教育部长条例。此外，2012年第12号《高等教育法》第88条规定，部长有权制定高等教育业务成本的单位标准，这成为国立大学在研究、技术和高等教育部范围内确定学生费用的基础。Palangka Raya大学采用Generate File Software Development Account来确定Single Tuition Fee的成本，这是一种改进的Waterfall软件的开发方法。该方法包括四个阶段;(1)分析;(2)设计;(3)实施;(4)测试。并在系统上实现了快速排序和深度优先搜索算法。因此，本网站采用了单一学费生成数据账户，该账户将从每个高等教育条目(SNMPTN, SBMPTN和SMMPTN-BARAT)自动工作，使管理团队更容易根据指定的学习计划自动更改学生单一学费账户中的学习计划数据。关键词:单笔学费，生成文件，快速排序，深度优先搜索
{"title":"Pengembangan Perangkat Lunak Generate File Akun Uang Kuliah Tunggal (UKT) Universitas Palangka Raya","authors":"V. H. Pranatawijaya, Putu Bagus Adidyana Anugrah Putra, Widiatry ., Nova Noor Kamala Sari","doi":"10.33020/SAINTEKOM.V8I2.72","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V8I2.72","url":null,"abstract":"Regulations concerning Single Tuition Fee have been contained in the Regulation of Minister of Research, Technology and Higher Education Number 39 of 2016. In addition, the Law on Higher Education Number 12 of 2012 Article 88 stipulates that the minister posseses the authority to set the unit standard for Higher Education operational costs which becomes the basis of state universities to set the costs charged by the students in the scope of Ministry of Research, Technology and Higher Education. \u0000University of Palangka Raya applies Generate File Software Development Account to determine the cost of Single Tuition Fee which is a development method of modified Waterfall software. This method consists of four stages; (1) Analysis; (2) Design; (3) Implementation, and; (4) Testing. Quicksort and Depth First Search Algorithm also implemented on system. \u0000Thus this website utilizes Generate Data Account of Single Tuition Fee which will work automatically from each Higher Education entry, namely SNMPTN, SBMPTN and SMMPTN-BARAT and create easier to the management team to change automatically the data of study program from students’ Singgle Tuition Fee account based on the specified study program. \u0000 \u0000Keywords: Single Tuition Fee, Generate File, Quicksort, Depth First Search","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"253 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121144282","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}
Pub Date : 2018-09-19DOI: 10.33020/saintekom.v8i2.59
Artha Gilang Saputra, Ema Utami, Hanif Al Fatta
Research of Human Computer Interaction (HCI) and Computer Vision (CV) is increasingly focused on advanced interface for interacting with humans and creating system models for various purposes. Especially for input device problem to interact with computer. Humans are accustomed to communicate with fellow human beings using voice communication and accompanied by body pose and hand gesture. The main purpose of this research is to applying the Convex Hull and Convexity Defects methods for Hand Gesture Recognition system. In this research, the Hand Gesture Recognition system designed with the OpenCV library and then receives input from the user's hand gesture using an integrated webcam on the computer and system generates a language output from the hand-recognizable gestures. Testing involves several variables which affect success in recognizing user's hand gestures, such as hand distance with webcam, corner of the finger, light conditions and background conditions. As a result, the user's hand gestures can be recognized with a stable and accurate when at a distance of 50cm-70cm, corner of the finger 25o–70o, light conditions 150lux-460lux and plain background conditions.
{"title":"Analisis Penerapan Metode Convex Hull Dan Convexity Defects Untuk Pengenalan Isyarat Tangan","authors":"Artha Gilang Saputra, Ema Utami, Hanif Al Fatta","doi":"10.33020/saintekom.v8i2.59","DOIUrl":"https://doi.org/10.33020/saintekom.v8i2.59","url":null,"abstract":"Research of Human Computer Interaction (HCI) and Computer Vision (CV) is increasingly focused on advanced interface for interacting with humans and creating system models for various purposes. Especially for input device problem to interact with computer. Humans are accustomed to communicate with fellow human beings using voice communication and accompanied by body pose and hand gesture. The main purpose of this research is to applying the Convex Hull and Convexity Defects methods for Hand Gesture Recognition system. \u0000In this research, the Hand Gesture Recognition system designed with the OpenCV library and then receives input from the user's hand gesture using an integrated webcam on the computer and system generates a language output from the hand-recognizable gestures. \u0000Testing involves several variables which affect success in recognizing user's hand gestures, such as hand distance with webcam, corner of the finger, light conditions and background conditions. As a result, the user's hand gestures can be recognized with a stable and accurate when at a distance of 50cm-70cm, corner of the finger 25o–70o, light conditions 150lux-460lux and plain background conditions.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121890601","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}
Pub Date : 2018-09-19DOI: 10.33020/SAINTEKOM.V8I2.56
Bayu Pratama Nugroho
Gold is one of the investment commodities whose value continues to increase from year to year. The rise in gold prices will encourage investors to choose to invest in gold rather than the capital market. Investment in gold gives better results for the long term and with better purchasing power, so gold investment is an effective solution considering the value of money annually eroded by inflation. Such a state of economic instability is what drives many people, organizations and companies to invest in gold precious metals. Factors influencing the rise or fall of gold price according to Riefiyono (2010) are change of exchange rate (dollar exchange rate to rupiah), world political situation, domestic economic situation, and interest rate. The method used in this case is K-Nearest Neighbor (KNN) is a method that uses In the training phase, this algorithm only retains feature vectors and sample training data classification. In the classification phase, the same features are calculated for testing data (whose classification is unknown). The results obtained are successfully made an application for the prediction of gold prices by utilizing the method of Nearest Neighbor Retrieval. This application can help users in knowing the gold price prediction results are expensive or cheap with views in terms of economic situation, interest rates, political situation, and changes in exchange rates.
{"title":"Implementasi Sistem Untuk Prediksi Harga Emas","authors":"Bayu Pratama Nugroho","doi":"10.33020/SAINTEKOM.V8I2.56","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V8I2.56","url":null,"abstract":"Gold is one of the investment commodities whose value continues to increase from year to year. The rise in gold prices will encourage investors to choose to invest in gold rather than the capital market. Investment in gold gives better results for the long term and with better purchasing power, so gold investment is an effective solution considering the value of money annually eroded by inflation. Such a state of economic instability is what drives many people, organizations and companies to invest in gold precious metals. Factors influencing the rise or fall of gold price according to Riefiyono (2010) are change of exchange rate (dollar exchange rate to rupiah), world political situation, domestic economic situation, and interest rate. \u0000 \u0000The method used in this case is K-Nearest Neighbor (KNN) is a method that uses In the training phase, this algorithm only retains feature vectors and sample training data classification. In the classification phase, the same features are calculated for testing data (whose classification is unknown). \u0000 \u0000The results obtained are successfully made an application for the prediction of gold prices by utilizing the method of Nearest Neighbor Retrieval. This application can help users in knowing the gold price prediction results are expensive or cheap with views in terms of economic situation, interest rates, political situation, and changes in exchange rates.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"475 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122813821","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}
Pub Date : 2018-09-19DOI: 10.33020/SAINTEKOM.V8I2.69
Rizal Tjut Adek, M. Jannah
Pencarian kemiripan judul tugas akhir berdasarkan tema pada jurusan teknik informatika menggunakan metode single linkage hierarchical adalah suatu metode untuk mengetahui kemiripan atau kedekatan abstrak dan judul tugas akhir antara input yang dimasukkan admin dengan abstrak dan judul tugas akhir yang sudah dikerjakan atau sudah ada pada jurusan teknik informatika Universitas Malikusssaleh dengan teknik clustering. Pada data - data abstrak tugas akhir yang sudah dikerjakan atau sudah ada dilakukan proses clustering dengan menggunakan Single Linkage Hierarchical Method (SLHM) sampai terbentuk enam buah cluster sesuai dengan bidang yang ada pada jurusan teknik informatika. Kemudian input yang sudah ada melewati proses text mining dengan enam cluster yang terbentuk. Selanjutnya dilakukan proses pencocokan antara data uji atau data baru dengan data yang sudah ada dengan anggota - angggota dari cluster. Data - data yang digunakan untuk membentuk data clustering adalah data abstrak tugas akhir teknik informatika Universitas Malikussaleh tahun 2010 - 2015, sedangkan abstrak yang diinputkan merupakan abstrak baru untuk mengetahui asbtrak tersebut termasuk kedalam kategori mana berdasarkan clustering yang sudah ada didalam database. Hasil dari percobaan 60 data uji abstrak persentase keberhasilan kecocokan pada kategori multimedia sebesar 100%, kategori pemograman sebesar 100%, kategori pengolahan citra sebesar 87,5%, kategori pengenalan pola sebesar 11,11%, sedangkan pada kategori jaringan dan data mining tidak ditemukan kecocakan. Dan pada halaman user, hasil berupa judul tugas akhir yang ada pada database berdasarkan dengan tema judul tugas akhir yang diinputkan oleh user.
{"title":"Pencarian Kemiripan Judul Tugas Akhir Mahasiswa Dengan Menggunakan Metode Single Linkage Hierarchical","authors":"Rizal Tjut Adek, M. Jannah","doi":"10.33020/SAINTEKOM.V8I2.69","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V8I2.69","url":null,"abstract":"Pencarian kemiripan judul tugas akhir berdasarkan tema pada jurusan teknik informatika menggunakan metode single linkage hierarchical adalah suatu metode untuk mengetahui kemiripan atau kedekatan abstrak dan judul tugas akhir antara input yang dimasukkan admin dengan abstrak dan judul tugas akhir yang sudah dikerjakan atau sudah ada pada jurusan teknik informatika Universitas Malikusssaleh dengan teknik clustering. Pada data - data abstrak tugas akhir yang sudah dikerjakan atau sudah ada dilakukan proses clustering dengan menggunakan Single Linkage Hierarchical Method (SLHM) sampai terbentuk enam buah cluster sesuai dengan bidang yang ada pada jurusan teknik informatika. Kemudian input yang sudah ada melewati proses text mining dengan enam cluster yang terbentuk. Selanjutnya dilakukan proses pencocokan antara data uji atau data baru dengan data yang sudah ada dengan anggota - angggota dari cluster. Data - data yang digunakan untuk membentuk data clustering adalah data abstrak tugas akhir teknik informatika Universitas Malikussaleh tahun 2010 - 2015, sedangkan abstrak yang diinputkan merupakan abstrak baru untuk mengetahui asbtrak tersebut termasuk kedalam kategori mana berdasarkan clustering yang sudah ada didalam database. Hasil dari percobaan 60 data uji abstrak persentase keberhasilan kecocokan pada kategori multimedia sebesar 100%, kategori pemograman sebesar 100%, kategori pengolahan citra sebesar 87,5%, kategori pengenalan pola sebesar 11,11%, sedangkan pada kategori jaringan dan data mining tidak ditemukan kecocakan. Dan pada halaman user, hasil berupa judul tugas akhir yang ada pada database berdasarkan dengan tema judul tugas akhir yang diinputkan oleh user.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126660054","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}
The practice of plagiarism among students in working on their thesis might happen. Plagiarism is done considering to the limited workmanship and lack of motivation to try with their own ability. It is necessary to provide a tool to prevent the act of plagiarism among the students. In this research, we built an application to detect the plagiarism on the thesis proposal. The application applies the Jaro Winkler Distance algorithm to detect the similarity from several documents. The first phase to detect the similarity of the thesis proposals is The text preprocessing phase of the document such as case folding, tokenizing, stopwords removal and stemming. Precision and Recall formula will be used to analyze the performance of the method in application. The test result of the data set shows the application could find the 80% relevant data that indicated the similarity. It means the application could contribute to detect the plagiarism on the thesis proposal document.
{"title":"Mendeteksi Plagiarism Pada Dokumen Proposal Skripsi Menggunakan Algoritma Jaro Winkler Distance","authors":"Sherly Christina, Enny Dwi Oktaviyani, Buyung Famungkas","doi":"10.33020/SAINTEKOM.V8I2.68","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V8I2.68","url":null,"abstract":"The practice of plagiarism among students in working on their thesis might happen. Plagiarism is done considering to the limited workmanship and lack of motivation to try with their own ability. It is necessary to provide a tool to prevent the act of plagiarism among the students. In this research, we built an application to detect the plagiarism on the thesis proposal. \u0000The application applies the Jaro Winkler Distance algorithm to detect the similarity from several documents. The first phase to detect the similarity of the thesis proposals is The text preprocessing phase of the document such as case folding, tokenizing, stopwords removal and stemming. Precision and Recall formula will be used to analyze the performance of the method in application. \u0000The test result of the data set shows the application could find the 80% relevant data that indicated the similarity. It means the application could contribute to detect the plagiarism on the thesis proposal document.","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"193 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120878831","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}
Pub Date : 2018-09-19DOI: 10.33020/SAINTEKOM.V8I2.61
Jadiaman Parhusip, Felicia Sylvana, Wiltra Wiltra
Sekolah Menengah Atas Negeri (SMAN) 1 Pulau Malan in Katingan Regency has processed data of students and teachers using computer (Microsoft Excel application) and still manage and record the attendance list and students’ grades manually using a book. This habit is considered not effective and may cause problems in calculating students’ grades. Data searching needs much time and important documents or notes are easy to disappear. This system is developed using waterfall methodology. Researcher constructs Data Flow Diagram, Entity Relationship Diagram, and designing the user interface. The functional system is tested using black box. The result of Web Based Academic Information is the availability of a computerized data processing of teachers, students, and academic. Teachers also can to calculate students’ grade, processing students’ presence per meeting, showing students’ grade, downloading subject material, showing school’s schedule and processing data account such as changing password and taking a self picture.
Sekolah Menengah Atas Negeri (SMAN) 1 Pulau Malan in Katingan摄政已经使用计算机(Microsoft Excel应用程序)处理学生和教师的数据，并且仍然使用一本书手动管理和记录出勤名单和学生成绩。这种习惯被认为是无效的，可能会导致计算学生成绩的问题。查找资料需要大量的时间，而且重要的文件或笔记很容易丢失。该系统是使用瀑布方法开发的。构建数据流图、实体关系图，设计用户界面。对功能系统进行了黑盒测试。基于网络的学术信息的结果是教师、学生和学术人员的计算机数据处理的可用性。教师还可以计算学生的成绩，处理学生每次会议的出席情况，显示学生的成绩，下载科目资料，显示学校的日程安排，以及处理更改密码、自拍等数据帐户。
{"title":"Sistem Informasi Akademik Berbasis Web Pada SMAN-1 Pulau Malan Kabupaten Katingan","authors":"Jadiaman Parhusip, Felicia Sylvana, Wiltra Wiltra","doi":"10.33020/SAINTEKOM.V8I2.61","DOIUrl":"https://doi.org/10.33020/SAINTEKOM.V8I2.61","url":null,"abstract":"Sekolah Menengah Atas Negeri (SMAN) 1 Pulau Malan in Katingan Regency has processed data of students and teachers using computer (Microsoft Excel application) and still manage and record the attendance list and students’ grades manually using a book. This habit is considered not effective and may cause problems in calculating students’ grades. Data searching needs much time and important documents or notes are easy to disappear. \u0000This system is developed using waterfall methodology. Researcher constructs Data Flow Diagram, Entity Relationship Diagram, and designing the user interface. The functional system is tested using black box. \u0000The result of Web Based Academic Information is the availability of a computerized data processing of teachers, students, and academic. Teachers also can to calculate students’ grade, processing students’ presence per meeting, showing students’ grade, downloading subject material, showing school’s schedule and processing data account such as changing password and taking a self picture. \u0000 ","PeriodicalId":359182,"journal":{"name":"Jurnal SAINTEKOM","volume":"145 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126920241","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}
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