An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet

Author(s):  
Lidiya Vitkova ◽  
Igor Saenko ◽  
Olga Tushkanova

Automatic environmental monitoring is a field that encompasses several scientific practices for the assessment of risks that may negatively impact a given environment, such as the forest. A forest is a natural environment that hosts various forms of plant and animal life, so preserving the forest is a top priority. To this end, the authors of this paper will focus on the development of an intelligent system for the early detection of forest fires, based on an IoT solution. This latter will thus facilitate the exploitation of the functionalities offered by the Cloud and mobile applications. Detecting and predicting forest fires with accuracy is a difficult task that requires machine learning and an in-depth analysis of environmental conditions. This leads the authors to adopt the forward neural network algorithm by highlighting its contribution through real experiments, performed on the prototype developed in this paper.


2019 ◽  
Vol 1 (1) ◽  
pp. 1
Author(s):  
Hery Mustofa ◽  
Adzhal Arwani Mahfudh

<p><em>Hoaxes contain false news or non-sourced news. Today, hoaxes are very widely spread through internet media. The development of information technology that has so quickly triggered the spread of hoax information through the internet has become uncontrolled. So we need an intelligent system that can classify hoax news content that is spread through internet media. The hoax classification process can be done through the preprocessing stage then weighting the word and classification using naive bayes. Measurements were made using the 10-ford cross validation method. The results obtained from these measurements, it is known that the value of fold 6 has the highest accuracy, which is equal to 85.28% which is classified as relevant documents as much as 307 and irrelevant as much as 53 or an error rate of 14.72%. While the average value based on hoax news and true news value precision 0.896 and recall 0.853</em></p>


2019 ◽  
Vol 8 (2S11) ◽  
pp. 3539-3543

In this present state-of-the-art, Internet of Things (IOT) is an emerging technology that is making our world smarter. WiFi enabled greenhouse monitoring is an intelligent system which is based on several sensors that monitor various changes in temperature, gas concentrations, light and soil moisture in the greenhouse. This comes with an added advantage or provision of linking all these sensors to your mobile phones or computers/laptops using Wi-Fi and internet services through the concept of Internet of Things (IoT), so that if there are any fluctuations, you will be notified immediately. This provides convenient control, through manual operations if necessary, of the greenhouse anytime and anywhere as long as the device is connected to the internet. In this an artificial environment is created so that the crops yield more crops per square meter compared to open field cultivation since the micro climatic parameters that determine crop yield are continuously examined and controlled to ensure that an optimum environment is created.


2020 ◽  
Vol 1 (1) ◽  
pp. 7-13
Author(s):  
Bayu Prastyo ◽  
Faiz Syaikhoni Aziz ◽  
Wahyu Pribadi ◽  
A.N. Afandi

Internet use in Banyumas Regency is now increasingly diverse according to the demands of the needs. The development of communication technology raises various aspects that also develop. For example, the use of the internet for a traffic light control system so that it can be adjusted according to the settings and can be monitored in real time. In the development of communication technology, the term Internet of Things (IoT) emerged as the concept of extending the benefits of internet communication systems to give impulses to other systems. In other words, IoT is used as a communication for remote control and monitoring by utilizing an internet connection. The Internet of Things in the era is now being developed to create an intelligent system for the purposes of controlling various public needs until the concept of the smart city emerges. Basically, smart cities utilize internet connections for many purposes such as controlling CCTV, traffic lights, controlling arm robots in the industry and storing data in hospitals. If the system is carried out directly from the device to the central server, there will be a very long queue of data while the system created requires speed and accuracy of time so that a system is needed that allows sufficient data control and processing to be carried out on network edge users. Then fog Computing is used with the hope that the smart city system can work with small latency values ​​so that the system is more real-time in sending or receiving data.


Respati ◽  
2019 ◽  
Vol 14 (2) ◽  
Author(s):  
Agus Fatkhurohman ◽  
Eli Pujastuti

 INTISARIPerkembangan zaman di era modern ini sudah memasuki era revolusi industri 4.0, dimana segala aspek sudah bergantung pada sebuah teknologi. Dimana bentuk teknologi ini sudah bergerak secara otomatis dan saling terhubung dengan jaringan internet. Teknologi yang digunakan sudah bergerak otomatis dan sudah banyak yang menggunakan sebuah system cerdas. Berbicara mengenai jaringan internet dan system cerdas, maka keterkaitan dengan sebuah data yang digunakan akan semakin besar bahkan bisa sampai tergolong data dengan kategori big data. Yang mana tempat penyimpanan data juga harus disesuaikan dengan kebutuhan datanya. Selain dengan kebutuhan data yang semakin besar di era revolusi industry ini yang selalu dikaitkan dengan jaringan internet maka keamanan sebuah data juga perlu dipertanyakan. Secara tidak langsung keamanan data juga bisa menjadi masalah besar. Dengan jaringan internet setiap orang di setiap dunia bisa mengakses sebuah data yang terkoneksi dengan jaringan internet. Tidak asing lagi sekarang sudah banyak kasus pencurian data karena terhubung dengan jaringan internet. Kasus pencurian data ini sering memanfaatkan website sebagai sarana untuk mencuri datanya yang sering disebut dengan istilah website phising. Phishing masih menjadi vektor serangan teratas yang memberi akses ke penyerang untuk membuka informasi pribadi seperti kredensial login dan nomor kartu kredit. Pada 2017 lalu, Indonesia menempati urutan ke-9 jumlah serangan phising yakni satu phishing insiden per 2.380 email. Laporan terbaru F5 yang bertajuk menyebutkan, insiden penipuan (fraud) pada Oktober, November, dan Desember melonjak 50% dari rata-rata tahunan. Berpura-pura menjadi seseorang atau entitas yang terkenal adalah taktik utama. Sebanyak 71% serangan phishing pada periode 1 september – 31 Oktober 2018 menggunakan modus mengaku dari perusahaan terkenal, khususnya di industri teknologi.Kata kunci :  jaringan, internet, sistem cerdas, website phising, serangan. ABSTRACT        The development of the era in this modern era has entered the era of industrial revolution 4.0, where all aspects have depended on a technology. Where this form of technology has moved automatically and interconnected with internet networks. The technology used has moved automatically and many have used an intelligent system. Talking about the internet network and intelligent systems, the linkages with the data used will be even greater and can even be classified as data with the big data category. Which is where the data storage must also be adjusted to the data requirements. In addition to the increasing data requirements in the industrial revolution era which are always associated with the internet network, the security of a data also needs to be questioned. Indirectly data security can also be a big problem. With the internet network everyone in every world can access a data that is connected to the internet network. No stranger now there are many cases of data theft because it is connected to the internet network. This data theft case often uses websites as a means to steal data which is often referred to as phishing websites.        Phishing is still the top attack vector that gives attackers access to private information such as login credentials and credit card numbers. In 2017, Indonesia ranked 9th in the number of phishing attacks, one phishing incident per 2,380 emails. The latest F5 report entitled, fraud in October, November and December increased by 50% from the annual average. Pretending to be someone or a famous entity is the main tactic. As many as 71% of phishing attacks in the period 1 September - 31 October 2018 use the mode claimed to be from a well-known company, especially in the technology industry.Keywords: network, internet, intelligents systems, website phishing, attack.


2020 ◽  
Vol 1 (2) ◽  
pp. 6-13
Author(s):  
Bayu Prastyo ◽  
Faiz Syaikhoni Aziz ◽  
Wahyu Pribadi ◽  
A.N. Afandi

Internet use in Banyumas Regency is now increasingly diverse according to the demands of the needs. The development of communication technology raises various aspects that also develop. For example, the use of the internet for a traffic light control system so that it can be adjusted according to the settings and can be monitored in real time. In the development of communication technology, the term Internet of Things (IoT) emerged as the concept of extending the benefits of internet communication systems to give impulses to other systems. In other words, IoT is used as a communication for remote control and monitoring by utilizing an internet connection. The Internet of Things in the era is now being developed to create an intelligent system for the purposes of controlling various public needs until the concept of the smart city emerges. Basically, smart cities utilize internet connections for many purposes such as controlling CCTV, traffic lights, controlling arm robots in the industry and storing data in hospitals. If the system is carried out directly from the device to the central server, there will be a very long queue of data while the system created requires speed and accuracy of time so that a system is needed that allows sufficient data control and processing to be carried out on network edge users. Then fog Computing is used with the hope that the smart city system can work with small latency values ​​so that the system is more real-time in sending or receiving data


Author(s):  
Robert Cerna Duran ◽  
◽  
Brian Meneses Claudio ◽  
Alexi Delgado

The increase in garbage production today is due to the exponential growth of the population worldwide, due to the fact that thousands of tons of garbage are generated daily around the world, but the mismanagement that gives them has become an environmental problem since 33% of all the garbage generated is not recycled, for that reason it is estimated that within the next three decades the amount of waste worldwide will increase to 70%. That is why in the present research work it is proposed to make an intelligent system based on the Internet of Things (IoT) that allows monitoring the garbage containers in real time representing with percentages the state of these containers and these can be collected in time by garbage trucks, and thus avoid the increase of garbage in the streets and the various types of problems that these would cause. As a result, it was obtained that the System does comply with the established conditions because it allows to monitor in real time representing by percentages the state of the garbage container, which indicates 40% as almost full and 80% indicates that it is already available for collection. Finally, it is concluded that using the Garbage Container Monitoring System will allow to better optimize the collection process and, in addition, the problems that are usually perceived today due to the amount of garbage that are registered in the streets will decrease. Keywords-- Internet of Things; Intelligent system; Real time; Environmental Problem; Monitoror; Percentage.


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