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The Development of Social Media Intelligence System for Citizen Opinion and Perception Analysis over Government Policy 社会媒体舆情与政府政策感知分析系统的开发
Telematika Pub Date : 2022-02-28 DOI: 10.31315/telematika.v19i1.6447
Muhammad Habibi, M. Ma’arif, Dayat Subekti
{"title":"The Development of Social Media Intelligence System for Citizen Opinion and Perception Analysis over Government Policy","authors":"Muhammad Habibi, M. Ma’arif, Dayat Subekti","doi":"10.31315/telematika.v19i1.6447","DOIUrl":"https://doi.org/10.31315/telematika.v19i1.6447","url":null,"abstract":"In Indonesia, community involvement in development planning and public policy has generally been carried out but limitedly. Social media uploads regarding public perceptions of policy implementation in the field are valuable input for those who quickly and accurately upload existing problems.The problems that arise from this effort to use social media are 1) how to detect public conversations related to a public policy. 2) Social media data collected extensively and accelerating can be processed quickly to get real-time analysis results. 3) Making the analysis results accessible in an interactive and representative form allows government policymakers to explore appropriate data and information to formulate and formulate public policies.This research produces a social media intelligence platform that can unite public opinion regarding public perceptions of the implementation of policies issued by the government, especially local governments in Indonesia. Based on modeling the topic of Covid-19 vaccination cases, 11 topics of discussion were obtained. While the sentiment analysis results of the 11 issues resulted, topic 6 had the most negative sentiment values regarding the development of Covid-19 vaccination in Indonesia. At the same time, topics with the most positive sentiment values are topic three and topic 10. These topics discuss the vaccination process carried out by health procedures (prokes) and government policies related to COVID-19 vaccination.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74784536","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: 2
Gaussian Pyramid Decomposition in Copy-Move Image Forgery Detection with SIFT and Zernike Moment Algorithms 高斯金字塔分解在SIFT和Zernike矩复制-移动图像伪造检测中的应用
Telematika Pub Date : 2022-02-28 DOI: 10.35671/telematika.v15i1.1322
Firstyani Imannisa Rahma, Ema Utami
{"title":"Gaussian Pyramid Decomposition in Copy-Move Image Forgery Detection with SIFT and Zernike Moment Algorithms","authors":"Firstyani Imannisa Rahma, Ema Utami","doi":"10.35671/telematika.v15i1.1322","DOIUrl":"https://doi.org/10.35671/telematika.v15i1.1322","url":null,"abstract":"One of the easiest manipulation methods is a copy-move forgery, which adds or hides objects in the images with copies of certain parts at the same pictures. The combination of SIFT and Zernike Moments is one of many methods that helping to detect textured and smooth regions. However, this combination is slowest than SIFT individually. On the other hand, Gaussian Pyramid Decomposition helps to reduce computation time. Because of this finding, we examine the impact of Gaussian Pyramid Decomposition in copy-move detection with SIFT and Zernike Moments combinations. We conducted detection test in plain copy-move, copy-move with rotation transformation, copy-move with JPEG compression, multiple copy-move, copy-move with reflection attack, and copy-move with image inpainting. We also examine the detections result with different values of gaussian pyramid limit and different area separation ratios. In detection with plain copy-move images, it generates low level of accuracy, precision and recall of 58.46%, 18.21% and 69.39%, respectively. The results are getting worse in for copy-move detection with reflection attack and copy-move with image inpainting. This weakness happened because this method has not been able to detect the position of the part of the image that is considered symmetrical and check whether the forged part uses samples from other parts of the image.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76266696","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: 1
Smart Farming Optimization of Phalaenopsis Orchids Growth By Utilizing Fuzzy Logic Control on IoT Architecture 基于物联网架构的模糊逻辑控制对蝴蝶兰生长的智能农业优化
Telematika Pub Date : 2022-02-28 DOI: 10.31315/telematika.v19i1.5445
Meyti Eka Apriyani, A. Prasetyo, Nurhidayat Aldila
{"title":"Smart Farming Optimization of Phalaenopsis Orchids Growth By Utilizing Fuzzy Logic Control on IoT Architecture","authors":"Meyti Eka Apriyani, A. Prasetyo, Nurhidayat Aldila","doi":"10.31315/telematika.v19i1.5445","DOIUrl":"https://doi.org/10.31315/telematika.v19i1.5445","url":null,"abstract":"Tujuan: membangun sistem smart farming yang mampu memonitoring dan mengontrol kondisi serta perawatan terhadap tanaman secara otomatis. Penggunaan website sebagai monitoring dan sistem kontrol mikrokontroller secara realtime. Penyajian data dashboard dengan angka, tabel, dan grafik bergerak.Perancangan/metode/pendekatan: metode fuzzy sugenoHasil: sistem dapat bekerja secara otomatis maupun manual. Data yang dibaca dapat tampil secara realtime pada website dashboard. Sistem mampu mengkondisikan greenhouse sesuai dengan kondisi asli dari pembudidaya.Keaslian/ state of the art: penggunaan aplikasi dalam bentuk website yang dibuat sendiri dengan penyajian data-data secara realtime dalam bentuk angka, tabel, maupun grafik bergerak.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85716858","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
Perancangan E-Government Pelayanan Pengaduan Dan Penyelesaian Sengketa Lingkungan di Era Kebiasaan Baru Pada Dinas Lingkungan Hidup Kota Makassar 在马卡萨市环境服务的新习惯下,为环境管理部门设计和解决环境纠纷
Telematika Pub Date : 2022-02-28 DOI: 10.31315/telematika.v19i1.5475
Asmah Akhriana, Faizal Faizal, Andi Irmayana
{"title":"Perancangan E-Government Pelayanan Pengaduan Dan Penyelesaian Sengketa Lingkungan di Era Kebiasaan Baru Pada Dinas Lingkungan Hidup Kota Makassar","authors":"Asmah Akhriana, Faizal Faizal, Andi Irmayana","doi":"10.31315/telematika.v19i1.5475","DOIUrl":"https://doi.org/10.31315/telematika.v19i1.5475","url":null,"abstract":"At the Environmental Service, there is a PPLH Arrangement and Compliance Division. One of the environmental dispute reporting services is a dispute between two or more parties arising from activities that have the potential and or have an impact on the environment. The environmental complaint and dispute resolution service at the Makassar City Environmental Service have guidelines for verifying disputes involving many aspects of activities and data collection. The background of the research is the community's obstacles in quick access to reporting complaints due to allegations of pollution and or environmental destruction. Another problem is that the Department of the Environment still needs to prepare a verification plan for environmental disputes involving the reporter and related agencies. The impact of the pandemic that cities and even countries have felt makes the problem even more complicated. The research objective is to design an E-Government application for Complaints and Environmental Dispute Resolution Services that can be accessed by the public anytime and anywhere, especially in the era of new habits. The waterfall's system development method starts from system engineering, needs analysis, design, coding, testing and maintenance. Black box testing method for functional testing. The programming language used is the PHP programming language in building environmental dispute verification media and Android-based applications as a complaint medium. The results of this study are that this application can be a medium so that complaints become easier and can neatly document the dispute resolution process.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"138 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86825026","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
Forest Fire Detector and Fire Fighting Monitoring System Using Solar Cell Based Internet of Things (IoT) 基于太阳能电池的物联网森林火灾探测与消防监控系统
Telematika Pub Date : 2022-02-28 DOI: 10.35671/telematika.v15i1.1303
Raden Jasa Kusumo Haryo
{"title":"Forest Fire Detector and Fire Fighting Monitoring System Using Solar Cell Based Internet of Things (IoT)","authors":"Raden Jasa Kusumo Haryo","doi":"10.35671/telematika.v15i1.1303","DOIUrl":"https://doi.org/10.35671/telematika.v15i1.1303","url":null,"abstract":"Forest and land fires in Indonesia, based on National Board for Disaster Management (BNPB) are recorded that the burned area reached 328,724 hectares with 2,719 hotspots in the January – August 2019 period. The factors causing forest fires include climate change, human activities in forest areas, and forest officers that can’t be monitored in real-time. The internet of things (IoT) based solar cell-based forest fire detection using for a monitoring system in real-time. This research uses PV (Photovoltaic) as power on the system. This IoT is integrated with the android application so that the user can monitor forest conditions at any time. This research uses ESP8266 12 – F as an IoT module, Arduino Uno for controlling the device, and relays. This result data are based on laboratorium test. The result of this research is a monitoring system that can monitor smoke (MQ-2 sensor), temperature and humidity (DHT22 sensor), water pressure (pressure transmitter), current and voltage in the battery charging remotely and can be controlled automatically when the sensor detects the flame.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"63 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78764604","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: 3
Performance Evaluation of Naive Bayes Algorithm for Classification of Fertilizer Types 朴素贝叶斯算法在肥料类型分类中的性能评价
Telematika Pub Date : 2022-02-28 DOI: 10.35671/telematika.v15i1.1410
Rastri Prathivi, S. Sharifzadeh
{"title":"Performance Evaluation of Naive Bayes Algorithm for Classification of Fertilizer Types","authors":"Rastri Prathivi, S. Sharifzadeh","doi":"10.35671/telematika.v15i1.1410","DOIUrl":"https://doi.org/10.35671/telematika.v15i1.1410","url":null,"abstract":"","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85429795","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
Website-Based Application for Flood Event Prediction Using Machine Learning Method In Cilacap District 基于网站的机器学习方法在Cilacap地区洪水事件预测中的应用
Telematika Pub Date : 2022-02-28 DOI: 10.35671/telematika.v15i1.1195
Imam Tahyudi
{"title":"Website-Based Application for Flood Event Prediction Using Machine Learning Method In Cilacap District","authors":"Imam Tahyudi","doi":"10.35671/telematika.v15i1.1195","DOIUrl":"https://doi.org/10.35671/telematika.v15i1.1195","url":null,"abstract":"Floods are the most common natural disasters, both in terms of their intensity at a place and the num- ber of locations of events in the amount of 40% among other natural disasters. The impact of flooding on the area in general is temporary housing in rural areas caused by flooding in addition to settlement as well as agriculture which can have an impact on the food security of the area and also a national level that is higher than the magnitude of the country. Based on data from the Central Statistics Agency of Cilacap Regency, the number of flood victims in Cilacap Regency in 2018 reached 771 people and arranged for them to flee from the flood. To solve this problem, do research to create a web-based application using the classification of the Support vector machine or Random Forest to predict flood events and compare the accuracy values of the two algorithms to get better prediction results.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86893278","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
Penerapan Jaringan Syaraf Tiruan pada Hidung Elektronik Cerdas untuk Deteksi Daging Babi 人工智能电子鼻子上的神经网络的应用,以检测猪肉
Telematika Pub Date : 2021-10-31 DOI: 10.31315/telematika.v18i3.6185
MS Hendriyawan A, Baby Aries
{"title":"Penerapan Jaringan Syaraf Tiruan pada Hidung Elektronik Cerdas untuk Deteksi Daging Babi","authors":"MS Hendriyawan A, Baby Aries","doi":"10.31315/telematika.v18i3.6185","DOIUrl":"https://doi.org/10.31315/telematika.v18i3.6185","url":null,"abstract":"Tingkat komsumsi daging sapi di Indonesia terus naik dari tahun ke tahun terlihat dari permintaan pasar yang terus meningkat terutama pada perayaan hari besar dan hari raya. Akan tetapi peningkatan permintaan pasar akan daging sapi masih kerap dimanfaatkan oleh oknum tak bertanggung jawab yang mencampur daging sapi dengan daging babi. berdasarkan fakta tersebut maka dibuat sebuah sistem electronic nose yang dapat membedakan antara daging sapi murni dengan daging sapi bercampur babi berdasarkan karakteristik aroma. Alat ini menerapkan jaringan syaraf tiruan (JST) backpropagation yang dilatih menggunakan aplikasi MATLAB untuk mengenali pola dari aroma sampel daging yang ditangkap menggunakan rangkaian sensor gas TGS2602, TGS2620, TGS2610 dan TGS2611, kemudian mengklasifikasikannya dalam dua kelas yaitu MURNI dan CAMPURAN. Sampel daging segar yang digunakan untuk pengujian ada 4 macam yaitu daging sapi murni, daging campuran 25%, 50% dan 75% dengan total sampel sebanyak 30 terdiri dari 15 sampel murni dan 15 sampel campuran. Dari pengujian tersebut didapat nilai akurasi, presisi, sensitivity dan specificity sebesar 100% menggunakan confusion matrix.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"53 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79414682","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
The Design of an Android-Based Integrated Islamic Boarding School Information System as an Impact of Covid-19 基于android的新冠肺炎疫情影响下伊斯兰寄宿学校综合信息系统设计
Telematika Pub Date : 2021-10-31 DOI: 10.31315/telematika.v18i3.5453
Syauqie Muhammad Marier, Anis Susila Abadi
{"title":"The Design of an Android-Based Integrated Islamic Boarding School Information System as an Impact of Covid-19","authors":"Syauqie Muhammad Marier, Anis Susila Abadi","doi":"10.31315/telematika.v18i3.5453","DOIUrl":"https://doi.org/10.31315/telematika.v18i3.5453","url":null,"abstract":"Purpose: This study aims so that all information that is spread through various information systems in Islamic boarding schools can be known through an integrated systemDesign/methodology/approach: The method of developing the system using the prototype methodFindings/result: Android-based integrated information systemOriginality/value/state of the art: System integration in Islamic boarding schools that is carried out is the integration process of various systems that previously existed","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90521441","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
Multiplatform-Based Digital Market Designs as Marketing and Sales Media of MSME Products in Pleret Village 基于多平台的数字市场设计:普雷莱特村中小微企业产品营销与销售媒介
Telematika Pub Date : 2021-10-31 DOI: 10.31315/telematika.v18i3.6004
Taufiq Kamal, Zulfatun Ruscitasari, Yana Hendriana, Wahma Ravenna Rafail
{"title":"Multiplatform-Based Digital Market Designs as Marketing and Sales Media of MSME Products in Pleret Village","authors":"Taufiq Kamal, Zulfatun Ruscitasari, Yana Hendriana, Wahma Ravenna Rafail","doi":"10.31315/telematika.v18i3.6004","DOIUrl":"https://doi.org/10.31315/telematika.v18i3.6004","url":null,"abstract":"Purpose : This study aims to design a multiplatform-based digital market to help rural MSMEs (Micro, Small, Medium Enterprises) market and sell their products in order to increase the competitiveness of MSMEs.Design/methodology/approach : The design of the digital platform of Ngedolke.com used a design thinking strategy. This study used the black box method to test the functional suitability of the developed application.Findings/result : This study produces an analysis and system design that is used to develop the digital platform of Ngedolke.com. Thus, it can be used to develop the system further.Originality/value/state of the art : The difference between this study and previous studies lies in the use of system design of a design thinking strategy. Besides, the technology used is multiplatform-based.","PeriodicalId":31716,"journal":{"name":"Telematika","volume":"2010 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86291627","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
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