Claim Missing Document
Check
Articles

Found 34 Documents
Search

IMPLEMENTASI ALGORITMA APRIORI UNTUK MENENTUKAN POLA PEMBELIAN PRODUK MINUMAN PADA WARALABA MINUMAN DI JOMBANG Muhammad Dhany Al Farizy; Lazulfa, Indana; Ahmad Heru Mujianto; Zein Vitadiar, Tanhella
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7251

Abstract

This research aims to identify purchasing patterns of beverage products at a Beverage Franchise inJombang by applying the apriori algorithm, which the algorithm is one of the data mining methods used touncover association rules among a set of items. There are two important parameters used in findingassociation rules, namely support and confidence. This research utilizes sales transaction data of beverageproducts over February 2024. The analysis process includes several key stages, such as data collection,data preprocessing, parameter determination, application of apriori algorithm, and result analysis. Theresearch results show that apriori algorithm is capable to identifying the purchase patterns of beverageproducts conducted by consumers. Out of the 124 association rules formed, there are several itemcombinations with the strongest association rules among others. In the 3-itemset combination, there is acombination of purchasing Esteh Melati, Cookies & Cream, and Esteh Matcha Original with a confidencevalue of 100% and a lift ratio of 1,38. Meanwhile, in the 2-itemset combination, there is a combination ofpurchasing Esteh Matcha Original and Cookies & Cream with a confidence value of 90,48% and a liftratio of 1,25. Therefore, it can be concluded that apriori algorithm can understand consumers purchasingbehavior and assist business owners in making decisions to formulate strategies of their business.Keywords: Apriori Algorithm, Purchase Patterns, Beverage Products, Data Mining
IMPLEMENTASI ALGORITMA FIRST COME FIRST SERVED PADA SISTEM ANTRIAN KLINIK UNTUK MENINGKATKAN KINERJA PELAYANAN (STUDI KASUS : KLINIK PRATAMA SEGER JOMBANG) Luluk Maulida Maghfiroh; Mufarrihah, Iftitaahul; Lazulfa, Indana; Kristianto, Hery
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7253

Abstract

Health care is an essential part of life. Because, a lot of societies need it every day, of course there are differentkinds of health care to adapt to the needs of the community. One of them is health care at the clinic. In itsservice, of course, Jombang’s clinic requires speed and accuracy so that the results of the service can satisfy thepatient. In practice, however, there are often long waiting times, due to a lack of waiting time management anduncertainty as to when the patient will be served. In order to help solve the problem, a solution was developed tocreate a website-based query system by applying the First Come First Served algorithm, which ensures that thepatient who first takes the query number will get the service before it is completed. Then, in this study, itinvolves collecting patient query data by observing the arrival time, the start time, and the completion time ofeach patient's service and the first come first served algoritm is responsible for setting the time of query. Theresults of the study show that the use of the First Come First Served algorithm in 20 data tracks gains an averageTA (Turnarround Time) of 73.05 minutes.Keywords: Queue, Clinic, First Come First Served, Service
Sistem Informasi Penggajian Berbasis Web Menggunakan Metode Fuzzy Tsukamoto Untuk Menentukan Besaran Gaji Karyawan Di SDIT Qoshru Al Athfal Putri Amalia; Lazulfa, Indana; Aries Dwi Indriyanti; Hadi Sucipto
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7258

Abstract

SDIT Qoshru Al Athfal is an integrated Islamic-based elementary school (SD) in Jombang which has 12employees. The problem experienced so far in the payroll process is that the agency does not yet have acomputerized payroll information system that can be used to calculate employee salaries quickly, preciselyand accurately. This research aims to design and implement the fuzzy Tsukamoto method in a website-based payroll information system. This payroll information system is designed to be website-based usingthe PHP CodeIgniter programming language and MySQL as the database. The method used in thisresearch is Fuzzy Tsukamoto. The Fuzzy Tsukamoto method was chosen because of its fundamentalmathematics which is easy to learn. This method is used to determine the amount of employee salariesthrough three stages, namely Fuzzyfication, namely the formation of basic variables and fuzzy sets such aslength of service, education and attendance. Then Inference, namely determining fuzzy rules or rules basedon predetermined variables, and finally Defuzzyfication, namely calculating the amount of employee salaryobtained from membership degrees and fuzzy rules. The result of this research is a web-based payrollinformation system. This system can also print attendance reports, pay slips and fuzzy data reportsaccording to employee needs with 100% accuracy.Keywords: Fuzzy Tsukamoto, Pay Information System, Employee Pay.
IMPLEMENTASI SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN PERUMAHAN BERSUBSIDI DENGAN METODE TOPSIS BERBASIS WEB DI KABUPATEN MOJOKERTO Ananda Wildan Fadhlulloh; Mashuri, Chamdan; Lazulfa, Indana; Kristianto, Hery
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7261

Abstract

A house is an essential element in meeting the needs of life as a shelter for every resident. KabupatenMojokerto is a region with the potential for population growth, thus increasing the demand for housing.Currently, there are many housing developments in Kabupaten Mojokerto with various criteria, making itdifficult for prospective buyers to decide on a house that meets their needs. To address this issue, theresearcher provides a solution to help determine the right choice of subsidized housing using a DecisionSupport System (DSS). A DSS is a tool used to assist in the decision-making process by analyzing data,applying criteria, and providing appropriate alternative recommendations. In implementing this DSS, theresearcher uses the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method forthe decision-making process. This research aims to design and implement an effective DSS and apply theTOPSIS method in the decision-making process. The result of this research is a web-based application. Theresearch findings show that the system can provide accurate recommendations in line with userpreferences. The developed DSS is expected to assist local governments and property developers inunderstanding and meeting the community's needs for subsidized housing, thereby enhancing theeffectiveness of the subsidized housing program in Mojokerto Regency.Keywords: DSS, TOPSIS, Housing, Mojokerto.
SISTEM PENDUKUNG KEPUTUSAN PENILAIAN KINERJA GURU MENGGUNAKAN METODE MULTI ATTRIBUTE UTILITY THEORY DI SMAN 1 NGANTANG BERBASIS WEB Lailatul Mukaromah; Lazulfa, Indana; Achmad Imam Agung; Didiek Rusdyanto
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7268

Abstract

A teacher plays a very important role in improving the quality of education for students at school. The qualityof education at school can be assessed from the level of quality of teachers in carrying out various activities,roles and responsibilities at school. One of the ways that schools and education agencies can improve thequality of education is by conducting teacher performance assessments, to determine the quality of teacherperformance. Therefore, evaluating teacher performance is very important, so that teachers can alwaysimprove their role in every student at school. Unfortunately, the teacher performance assessment process atSMAN 1 Ngantang is still manual, intuitive and less than objective, so the assessment results are stillconsidered unsatisfactory. Because of this, it is important to build a Decision Support System for TeacherPerformance Assessment at SMAN 1 Ngantang, to make it easier for schools to assess teacher performanceat school. Calculations in this system will use the MAUT method, this method was chosen because it canassess and rank alternatives based on the preference values and weights that have been given to each criterion.Keywords: Decision Support System, Teacher Performance Assessment, MAUT Method
IMPLEMENTASI METODE K-NEAREST NEIGHBOR (KNN) UNTUK MENENTUKAN PENERIMA BANTUAN SOSIAL (STUDI KASUS DESA PURISEMANDING JOMBANG) Agung Rizky Wijaya; Lazulfa, Indana; Muhammad Fatkhur Rizal; Andriani, Anita
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7269

Abstract

The distribution of social assistance is one of the government's efforts to improve the welfare of the community,especially for low-income families. In the village of Purisemanding, the process of distributing Direct CashAssistance (BLT) often faces challenges in identifying the right recipients due to the manual data collectionmethods that are prone to errors and manipulation. This study aims to implement the K-Nearest Neighbor (KNN)method in the classification system for social assistance recipients to enhance the accuracy and efficiency ofBLT distribution. The study concludes that the use of the KNN method in the classification system for socialassistance recipients can improve objectivity in the process of determining recipients. This, in turn, affects theefficiency of the data collection and distribution process. This system is expected to be a practical solution forvillage governments in addressing the issues related to social assistance distribution that have been encounteredso far.Keywords: K-Nearest Neighbor, KNN, classification, social assistance, Purisemanding Village.
SISTEM INFORMASI HPP BERBASIS WEB MENGGUNAKAN METODE FULL COSTING SEBAGAI PENGAMBILAN KEPUTUSAN TERHADAP HARGA JUAL Akhmad Mukhyiddin; Setyo Permadi, Ginanjar; Hadi Sucipto; Lazulfa, Indana
Inovate Vol 9 No 1 (2024): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i1.7271

Abstract

Harga pokok produksi berpengaruh pada harga jual, tetapi devin sablon masih manual dalammemperhitungkan harga pokok produksinya, yang memicu kesalahan serta belummengkalkulasikan seluruh pengeluaran dan berpengaruh pada harga jual. Maka dibutuhkansistem informasi yang bisa membantu mereka untuk mendapatkan harga pokok produksi danharga jual yang tepat. Metode full costing digunakan untuk menciptakan sistem informasidengan berteknologikan website yang bisa menghitung harga pokok produksi per-itemdengan memperhitungkan semua biaya yang berbengaruh. Sistem juga bisamengkalkulasikan laba dan harga jual dengan memasukkan persentase markup yangdiinginkan. Hasil yang didapatkan menunjukkan bahwa biaya produksi yang dikeluarkandevin sablon pada bulan Februari 2024 adalah Rp. 19.271.500, harga pokok produksi per-item senilai Rp. 48.788, estimasi laba Rp. 29.273, dan harga jual senilai Rp. 78.061 Dengandemikian, perusahaan lebih muda mengelola biaya produksi dan membuat harga jual yangsesuai.Kata kunci: Sistem Informasi, Harga Pokok Produksi, Full Costing.
IMPLEMENTASI ALGORITMA K-NEAREST NEIGHBOR UNTUK KLASIFIKASI PENGAJUAN PINJAMAN UANG DI BMT MU’AMALAH SYARI’AH TEBUIRENG Listanto, Firgiawan; Lazulfa, Indana; Andriani, Anita; Sucipto , Hadi
Inovate Vol 9 No 2 (2025): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i2.8872

Abstract

Technological developments have had a significant impact on the banking industry, especially in facilitating access to information and financial services. This research implements the K-Nearest Neighbor algorithm for classification of loan applications at BMT Mu'amalah Syari'ah Tebuireng. This research focuses on efficiency and accuracy in the loan application evaluation process which was previously carried out manually. The data used includes customer information collected through interviews and observations. After going through the data preprocessing and normalization stages, the K-NN algorithm is applied to classify loan applications based on parameters such as age, employment, monthly income, dependents, collateral, residence, and credit status. The implementation of this algorithm has been proven to be able to speed up the evaluation process and reduce the risk of errors in decision making, thereby providing significant benefits in improving service quality and operational efficiency at BMT Mu'amalah Syari'ah Tebuireng. Keywords: K-Nearest Neighbor, Classification, Loan Application, BMT Mu’amalah Syari’ah Tebuireng
PERANCANGAN UI/UX WEBSITE STOK BARANG DISKOMINFO (STOFO) MENGGUNAKAN APLIKASI FIGMA Vandhira, Via; Lazulfa, Indana; Jauhar Kamilah Basa, Nuriyah; Widoyoningrum, Sri
Inovate Vol 9 No 2 (2025): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v9i2.8889

Abstract

The aim of designing the user interface (UI) and user experience (UX) on the stock management website at the Department of Communication and Information (Diskominfo) is to produce a system that is efficient, easy to use, and supports smooth inventory management. This website is named STOFO (Diskominfo Goods Stock System). The Figma application is used in UI/UX design to create a more intuitive and responsive display according to user needs. The design process starts with identifying needs, creating wireframes, interface design, and testing to ensure user comfort. It is hoped that the results of this design can speed up updating and checking stock data and simplify administration at Diskominfo. With a simple and easy to understand design, users can quickly access stock information, thereby increasing efficiency and productivity in inventory management. Keyword : Website Design, UI/UX, Technology
Pengaruh Financial Leverage dan Debt to Equity Ratio (DER) terhadap Earning Per Share (EPS) pada Perusahaan Properti dan Real Estate yang.Listing di Bursa Efek Indonesia Tahun 2018-2020 Lazulfa, Indana; Pertiwi, Dwi Ari
JFAS : Journal of Finance and Accounting Studies Vol. 4 No. 3 (2022): Oktober
Publisher : Prodi Akuntansi, Fakultas Ekonomi, Universitas Hasyim Asy'ari Tebuireng Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/jfas.v4i3.5569

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh.financial.leverage.dan Debt to Equity Ratio (DER) terhadap Earning Per Share (EPS) pada perusahaan properti dan real.estate yang listing di BEI tahun 2018-2020. Menggunakan metode kuantitatif dengan data sekunder berupa laporan keuangan perusahaan properti dan real.estate yang listing di BEI tahun 2018-2020. Pengambilan sampel menggunakan purposive sampling dengan sampel 36 perusahaan properti dan real.estate yang listing di BEI tahun 2018-2020. Data diolah menggunakan SPSS dengan hasil penelitian menunjukkan bahwa secara parsial financial leverage tidak berpengaruh terhadap Earning Per Share (EPS), sedangkan Debt to Equity Ratio (DER) berpengaruh terhadap Earning Per Share (EPS).