Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi
INOVATE: Jurnal Ilmiah Inovasi Teknologi Informasi adalah jurnal ilmiah yang diterbitkan oleh Fakultas Teknologi Informasi, yang bertujuan untuk menampung dan mempublikasikan hasil penelitian yang dilakukan oleh dosen dan mahasiswa dari program studi Teknik Informatika, Sistem Informasi, serta Ilmu Komputer. Jurnal ini berfungsi sebagai wadah untuk pengembangan ilmu pengetahuan di bidang teknologi informasi, dengan penekanan pada inovasi serta penerapan teknologi terbaru dalam menyelesaikan permasalahan yang ada di masyarakat dan industri. Fokus utama jurnal ini meliputi penelitian yang berkaitan dengan bidang teknologi informasi, sistem informasi, rekayasa perangkat lunak, serta ilmu komputer. Setiap artikel yang diterbitkan dalam jurnal ini melalui proses review yang ketat, dengan tujuan memberikan kontribusi yang signifikan terhadap pengembangan teori, konsep, serta aplikasi dalam dunia teknologi informasi. Selain itu, jurnal ini juga bertujuan untuk memfasilitasi kolaborasi antara akademisi dan praktisi guna mendorong implementasi solusi teknologi yang relevan dengan kebutuhan industri serta perkembangan sosial yang dinamis. INOVATE diterbitkan secara berkala dengan frekuensi dua kali setahun dan terbuka untuk publikasi berbagai jenis artikel, termasuk penelitian dasar, pengembangan teknologi, serta studi kasus yang mengangkat inovasi di bidang sistem informasi, kecerdasan buatan, dan teknologi berbasis web maupun mobile.
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IMPLEMENTASI INTERNET OF THINGS UNTUK ALAT PEMBERIAN MAKAN IKAN OTOMATIS DAN MONITORING SUHU AIR
Thorikul Sidiq , Mukti;
Heru Mujianto , Ahmad
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6196
The maintenance of ornamental fish is currently quite popular among many people. Proper care must be carried out to ensure that the fish can grow and develop healthily. One important aspect to consider is the accuracy in providing regular feedings and maintaining the water temperature in the aquarium. However, busy schedules or time constraints often hinder the regular feeding of fish, leading to irregular feedings. Additionally, the condition of the aquarium must also be monitored, such as maintaining the water temperature at a safe level for the fish's health. The implementation of the Internet of Things (IoT) is used as a monitoring and control system for this device. This research is conducted to address the weaknesses of the manual fish feeder system and the lack of attention to water temperature. This device is also a development from previous research aimed at improving the effectiveness of fish care. The testing results have concluded the performance of this device. The device functions well as an automatic fish feeder according to the predetermined schedule and can monitor water temperature through the Bylink application. With the use of microcontroller and IoT, this automatic fish feeder and water temperature monitoring device can be implemented. It is expected that this device will enable fish owners to feed their fish more regularly and timely and accurately monitor the water temperature, thus making fish maintenance more effective. Keywords: Fishkeeping, Internet of Things (IoT), temperature monitoring, Blynk application, microcontroller.
SISTEM PENDUKUNG KEPUTUSAN DALAM PENENTUAN PADI BERKUALITAS MENGGUNAKAN METODE TOPSIS (STUDI KASUS: DESA WOROMARTO KEDIRI)
Rizky Firmansyah , Teguh;
Mashuri , Chamdan
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6198
Selection of quality rice seeds affects rice yields in Indonesia, because rice is one of the staple foods of Indonesian citizens. The selection of quality rice can be done using the Topsis method. Researchers use the Topsis method because it can measure the relative performance of alternative decisions in a simple mathematical form to determine the quality of rice. With the TOPSIS method, the preference value of each alternative is calculated with predetermined criteria. The research was obtained through surveys and observations conducted in Woromarto Village. The results of the study state that the system developed provides recommendations for selecting the best rice effectively. Inpari 32 consistently gets the highest rating based on predetermined criteria, followed by Memberamo and Ciherang. This shows that Inpari 32 is the optimal choice for selecting high quality rice in Woromarto Village. System implementation has been tested and proven successful. Users can easily enter quality attribute data from each rice alternative into the system, and the system will generate recommendations based on a comparison of preference values. This application runs smoothly and meets the expected requirements. Keywords: Selection of Rice Seeds, Determination of Quality Rice, TOPSIS Method, Woromarto Village, Application Performance.
ANCANG BANGUN ALAT MONITORING DAN DETEKSI BANJIR SECARA REAL TIME BERBASIS NODEMCU ULTRASONIK HC SR04 MENGGUNAKAN APLIKASI BLYNK
Muqtada , Riqza;
Mufarrihah , ftitaahul;
Augusta Jannatul Firdaus , Reza
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6199
Flood disasters in villages often occur due to the rainy season and human errors such as throwing garbage in the river etc. Losses occur because residents are not prepared for disasters that will occur. This study uses the Internet of things (IoT) method, namely to connect devices to the internet network using a wifi network. From the research results DESIGN OF REAL TIME MONITORING AND FLOOD DETECTION TOOLS BASED ON NODEMCU ULTRASONIC HC SR04 USING THE BLNYK APPLICATION as follows: 2. When the sensor detects the water level, the buzzer will sound and the LED will light up at each water level. 3. Test results: • SAFE water level from 0-11 • STANDBY water level from 11-21 • DANGER water level from 21-25 4. After that we can see water level data through the Blynk application or on a laptop. From the results of the research and discussion that has been carried out to answer each topic of the problem, it can be concluded that the use of NodeMCU as hardware and the HC-SR04 ultrasonic sensor in combination with the Blynk application can provide a solution for monitoring and detecting floods in real-time. Keywords: River, Internet Of Things (IOT), Blynk, Ultrasonic Sensors.
SISTEM REKOMENDASI TEMPAT RENTAL MOBIL DI JOMBANG MENGGUNAKAN METODE SMART (SIMPLE MULTI ATTRIBUTE RATING TECHNIQUE) BERBASIS WEB
Fathoni , Annas;
Zein Vitadiar , Tanhella
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6210
Car rental services in Jombang are still very rare compared to areas with many other newcomers, such as in Kampung Inggris located in Pare, Kediri. Therefore, many students and university students have difficulty finding car rental locations that meet their desired criteria. From this issue, the development of a car rental place recommendation system using the SMART (Simple Multi Attribute Rating Technique) method is one solution and also a utilization of technology in the current global era where time efficiency is highly sought after. The SMART method is frequently used due to its simplicity in responding to decision-makers' needs and analyzing responses. The criteria used are service, car model, car year, 12-hour rental price, and 24-hour rental price. Alternative data was obtained from surveys conducted by the author to find car rental places and surveys conducted with customers. The results of this study show that in the SMART method, the values assigned to the weights determine the most effective recommendations, with this study focusing on emphasizing the criterion of the cheapest price. The results of this study also indicate that using the SMART method can assist customers in choosing one of the best rental places in the Jombang area, particularly in the Diwek, Megaluh, and Perak districts. Keywords: Recommendation System, SMART, Car Rental.
IMPLEMENTASI MARKERLESS AUGMENTED REALITY PADA APLIKASI PENGENALAN ALAT OLAHRAGA HOCKEY MENGGUNAKAN METODE USER DEFINED TARGET BERBASIS ANDROID
Kadek Dwi Nuryana , I;
Zuyyinal Haqqul Barir , Much.;
Ikhwan Muhammad , Zainal
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6301
Hockey is one of the sports that has been played in Indonesia, but this sport is still not popular enough and hockey sports equipment is also rarely found in sports shops in general, for that it is necessary to introduce hockey so that people are interested in starting to play the sport this. One way to introduce this sport is to utilize augmented reality technology so that people can get to know this sport efficiently and flexibly. One method for displaying augmented reality objects is using markerless with user defined target techniques. In the application, accuracy testing is carried out using distance, light intensity and the target to be used as a marker. As for the results of testing at an angle, applications can display 3D objects on dark targets with contrast using a minimum reading angle of 0° and a maximum of 45° and light targets with contrast with a minimum reading angle of 0° and a maximum of 45°. In testing the distance, the application is able to display 3D objects against dark targets with contrast at a distance of 50 cm to 70 cm and bright targets with contrast at a distance of 50 cm to 70 cm. In testing light intensity, the application can display 3D objects on dark targets with contrast when the light intensity is at a minimum of 70 lux and a maximum of 1000 lux and on bright targets with contrast when the light intensity is at least 70 lux and a maximum of 1000 lux. Based on the results of the questionnaire, it was found that this application was very feasible with a value of 88%. Keywords : Hockey, Sports Equipment, Augmented Reality, Markerless.
MENENTUKAN EFEKTIVITAS PEMBELAJARAN ONLINE MENGGUNAKAN ALGORITMA ANGGLOMERATIVE HIERARCHICAL CLUSTERING
Kadek Dwi Nuryana , I;
Zuyyinal Haqqul Barir , Much;
Ikhwan Muhammad , Zainal
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6302
The clustering method is a method that can group to produce modeling processes, as well as analyze data with a partition system. In classifying student personalities, we use the Agglomerative Hierarchical Clustering (AHC) Algorithm. AHC is a data grouping technique that divides data into groups based on their similarity. This study aims to classify student personalities in lectures based on E-Learning with the AHC method. In this study, the score calculation was carried out in three processes following the hierarchical cluster process which was carried out in three processes. This process is carried out three times with the aim of observing the development of particle distribution during the hierarchical cluster process. It can be seen that the first score produced a value of 0.54, then the second score produced a value of 0.51, while the last one produced a value of 0.54. Then it takes the last value to determine how well it is spread. It can be seen from the last value that the resulting value is above 0 and close to 1 so that it can be said that the distribution of the particles is fairly good. Keywords : AHC, Clustering, Optimization, Personality, PSO, Student.
IMPLEMENTASI METODE WEIGHTED PRODUCT DALAM MENENTUKAN LEVEL KONDISI PENYANDANG DISABILITAS MENTAL DI JOMBANG
Kurniawan , Rizal;
Lazulfa , Indana
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.6542
Based on statistical data from the Jombang Regency Central Bureau of Statistics, there are quite a large number of persons with disabilities in Jombang Regency, namely 1,720 people. The Jombang Regency Social Service carries out its duties, namely social rehabilitation for people with disabilities in Jombang Regency. For mental disabilities, care and treatment must be efficient and on target so that several criteria are made that are met to determine the level of severe conditions, mild conditions, or moderate conditions. The criteria measured were reading ability, numeracy ability, writing ability, motoric ability, and verbal thinking ability.With the results of this study it is possible to apply the weighted product method in conducting a decision support system to determine the level of the condition of persons with mental disabilities in Jombang. The system can recommend names of people with disabilities who have the highest recovery rate, from the results of manual calculation analysis and system calculations the results are declared valid. Keywords: Decision Support System, Weighted Product, Condition Level, Mental Disa
RANCANG BANGUN SISTEM APLIKASI AKTIVITAS GURU DALAM PEMBELAJARAN BERBASIS ANDROID DI SMP AL- HIKMAH BALONGREJO
Oktavianto, Yusril;
Imam Agung , Ahmad
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.7027
The purpose of this research is to increase the credibility of work and the educational process, SMP Al-Hikmah Balongrejo plans to start improving faculty administration by implementing application-based technology and information to support school programs and student education. So to overcome this problem a teacher activation system is needed in teaching in the form of online and application-based. This application is able to summarize the time and achievement of reporting with valid data. The purpose of this research is to know the design of teacher activities, to know their implementation and the level of implementation of the design of teacher activity application systems in Android-based learning at SMP Al-Hikmah Balongrejo. Completion of this practical work report has several research stages that are useful in supporting the preparation of practical work reports. The research method used is an experimental method with a quantitative research type. From this study, the following conclusions were obtained; The Teacher Activity Application System is designed to meet the needs of teachers and employees in processing attendance and journal data. The Teacher Activity Application System can automatically calculate the disciplinary percentage of teacher absences by applying the K-Means method. The Teacher Activity Application System has been tested on teachers and employees to process attendance and journal data. Keywords: Teacher Activity, Application System, Android.
IMPLEMENTASI METODE APRIORI DALAM MENENTUKAN BIJI KOPI YANG PALING DIMINATI KONSUMEN PADA ROASTERY WARKOP LANGGANO
Novita Sari , Luky;
Sucipto , Hadi
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.7029
The Warkop Langgano Roastery is one of them competing in the current food and beverage business. The purpose of this study was to find out the implementation of the Apriori Method in determining the most popular coffee beans at the Warkop Langgano Roastery. This research uses the Web-based Apriori method, and data collection through literature study is carried out by studying literature theories from books, journals, references related to this research to complete the data. The results of this study indicate that the implementation of the a priori method for determining the most desirable product can produce a suffix, namely association rules that can be carried out properly in the form of a Website with the PHP programming language and the Laravell Framework and using the MySQL database. Testing is calculated by means of calculations using the Apriori formula itself with a specified amount of Support and Confidence determined, in this study the final result of the association rules is to produce 50% Support and 100% Confidence for the sale of Robusta Dampit and Arabica Wonosalam, 33.3% Support and 80% for Robusta Dampit and Hoseblend, 66.6% Support and 80% Confidence for Robusta Wonosalam and Arabica Wonosalam, 66.6% Support and 80% Confidence for Robusta Wonosalam and Hoseblend 70/30%, as well as 83.3% Support and 100% Confidence for Arabica Wonosalam and Hoseblend 70/30% with calculations using the a priori formula. Keywords:The Apriori Method, Coffee Beans, Roastery
SISTEM INFORMASI INDEKS KEPUASAN MASYARAKAT TERHADAP PELAYANAN KANTOR DESA KEPATIHAN MENGGUNAKAN METODE WEIGHTED AVERAGE
Harist Pambudi , Wiradhika;
Sucipto , Hadi
Inovate Vol 8 No 1 (2023): September
Publisher : Fakultas Teknologi Informasi
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DOI: 10.33752/inovate.v8i1.7030
Thel Kelpatihan Villagel Olfficel is a golvelrnmelnt agelncy that has thel task olf selrving thel colmmunity in polpulation mattelrs, administering correspondence and also important deeds for the community. Colmmunity satisfactioln is velry impolrtant folr thel succelss olf selrvicels frolm an agelncy belcausel it can bel useld tol elvaluatel whelthelr thel selrvicels prolvideld arel golold olr nolt. In this study, thel autholrs delsigneld and built an applicatioln folr asselssing a welb-baseld colmmunity satisfactioln indelx survely that was useld tol deltelrminel thel colmmunity satisfactioln indelx folr thel selrvicels prolvideld in Kelpatihan Villagel. This applicatioln was built using thel welighteld avelragel valuel calculatioln melthold in prolcelssing ellelmelnts olf asselssmelnt baseld oln survely relsults. Thel relsults sholweld that thel relspolnsel frolm relspolndelnts tol thel Selrvicel Satisfactioln olf thel Kelpatihan Villagel Olfficel was includeld in thel velry golold catelgolry, belcausel it olbtaineld a scolrel olf 85.7. Thel satisfactioln indelx indicatolr folr thel Kelpatihan Villagel Olfficel Selrvicel, which is thel highelst indicatolr, is Prolduct Spelcificatioln Typel olf Selrvicel with a scolrel olf 3.6 olr thel Velry Golold catelgolry. Thel lolwelst Kelpatihan Villagel Officel selrvicel satisfactioln indelx is thel Selrvicel Speleld indicatolr with a valuel olf 3.36. Keywords: Community Satisfaction Index, Public Service, Weighted Average, Website