@thesis{thesis, author={Anwar Nurul and Djunaidi Karina and Indrianto Indrianto}, title ={Penerapan Metode Perceptron Pada Perancangan Alat Filterisasi Sampah Dan Monitoring Sungai Berbasis WEB}, year={2019}, url={http://156.67.221.169/4147/}, abstract={Pesanggrahan River is one of the largest rivers that pass through the DKI Jakarta area, flowing along 66.7 km, from Bogor Regency and flow through Depok City, South Jakarta, and finally to Tangerang, The condition of the Pesanggrahan river as one of the water storage routes that passes through many areas, of course, has various problems, including frequent flooding in locations around the river flow and the large amount of waste in the river flow. carried out by officers still in a conventional way and requires a lot of time and energy, this study aims to design a garbage filtering tool using Arduino components and monitoring the river conditions using the concept of internet of things in Arduino circuit data communication, the application of the perceptron method is used for pattern recognition input data from the sensor circuit on the Arduino to get The conclusion is from the river monitoring process, so that the results obtained in this study help officers in transporting waste to rivers and monitoring rivers automatically on the website and does not need to require a lot of energy and time} }