Hanif Journal of Information Systems最新文献

Design of an Application to Calculate Student Grades in Learning Logic Informatics Propositional Calculus Material 逻辑信息学命题微积分教材中学生成绩计算应用程序的设计

Hanif Journal of Information Systems Pub Date : 2023-08-24 DOI: 10.56211/hanif.v1i1.7

A. Al-Khowarizmi, Asrar Aspia Manurung, Mulkan Azhari

引用次数: 0

Application of Fuzzy C-Means Algorithm for Clustering Customers 模糊c均值算法在客户聚类中的应用

Hanif Journal of Information Systems Pub Date : 2023-08-24 DOI: 10.56211/hanif.v1i1.8

Oktaviana Nirmala Purba, Dian Novianti Sitompul, Tua Holomoan Harahap, Sri Rahmah Dewi Saragih, Rizka Fahruza Siregar

{"title":"Application of Fuzzy C-Means Algorithm for Clustering Customers","authors":"Oktaviana Nirmala Purba, Dian Novianti Sitompul, Tua Holomoan Harahap, Sri Rahmah Dewi Saragih, Rizka Fahruza Siregar","doi":"10.56211/hanif.v1i1.8","DOIUrl":"https://doi.org/10.56211/hanif.v1i1.8","url":null,"abstract":"\u0000\u0000\u0000\u0000Today's fierce business competition requires companies to focus on the needs desired by consumers.This makes companies have to think about how to manage customer data so that it can be utilized properly for the development of marketing strategies.And Grouping (cluster) customers based on their respective characteristics can be an alternative in solving these problems.In clustering (cluster) customers there are several data mining clustering methods that can be used, one of which is the Fuzzy C-Means (FCM) method. FCM is a clustering algorithm where one object can be a member of several clusters and FCM cluster boundaries are vague. The output of FCM is a row of cluster centers and several degrees of membership for each data point. In this clustering, customers will be divided into 4 customer clusters namely Golden, Silver, Bronze, and Iron with the variables used as a reference are the final purchase date, purchase frequency and total purchase. The data used is customer transaction data for the period September - December 2015. The total data is 709 transactions from 75 customers. After the data is processed with the Fuzzy C-Means method, the final results show that the iteration ends at the 30th iteration with a change in the objective function of 9.8. The resulting customer clusters are Golden: 27, Silver: 15, and Bronze: 33 with a cluster validity of 0.596277.\u0000\u0000\u0000\u0000","PeriodicalId":181319,"journal":{"name":"Hanif Journal of Information Systems","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125552149","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

Design and Build a Tourism Website Using Shopify Framework 使用Shopify框架设计和构建一个旅游网站

Hanif Journal of Information Systems Pub Date : 2023-08-24 DOI: 10.56211/hanif.v1i1.6

Fachriza Habibi, Isnaini Faiz Qathrunada, Thamita Anggraini

{"title":"Design and Build a Tourism Website Using Shopify Framework","authors":"Fachriza Habibi, Isnaini Faiz Qathrunada, Thamita Anggraini","doi":"10.56211/hanif.v1i1.6","DOIUrl":"https://doi.org/10.56211/hanif.v1i1.6","url":null,"abstract":"\u0000\u0000\u0000\u0000Tourism activities are currently in great demand by travelers who are usually carried out on holidays or spare time. Travelers often experience confusion in choosing tourist attractions to visit and it is also difficult to book places such as hotel rooms, etc. due to a lack of telephone number information. For this reason, based on the existing problems, this research will design a tourism website using the shopify framework. The purpose of this research is to help make it easier for travelers to find where to visit tourist attractions and to be able to make bookings online so they don't worry about running out of places such as hotel rooms when they arrive at tourist sites. In this study, the Research and Development (R&D) method was used in designing and building a tourism website using the shopify framework. This research succeeded in creating a tourism website using the shopify framework which can be accessed by 2 different parties with a special page, namely the customer on the facilities menu page to place product orders and the admin on the admin page to view and confirm every incoming order, add sales products, change product prices or product images, change or add product descriptions and add new features.\u0000\u0000\u0000\u0000","PeriodicalId":181319,"journal":{"name":"Hanif Journal of Information Systems","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127419396","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

Android-Based Practical Work Student Registration form Application System Design 基于android的实习学生报名表申请系统设计

Hanif Journal of Information Systems Pub Date : 2023-08-22 DOI: 10.56211/hanif.v1i1.4

Aulia Ichsan, Mhd. Zulfansyuri Siambaton, Khairuddin Nasution

引用次数: 0

Web Based E-Commerce System Design at EXO Shop Using The Waterfall Method 运用瀑布法设计EXO商店基于Web的电子商务系统

Hanif Journal of Information Systems Pub Date : 2023-08-07 DOI: 10.56211/hanif.v1i1.3

Aulia Jannah, Adila Mawadda Meuraxa, Azzahrah Azzahrah

{"title":"Web Based E-Commerce System Design at EXO Shop Using The Waterfall Method","authors":"Aulia Jannah, Adila Mawadda Meuraxa, Azzahrah Azzahrah","doi":"10.56211/hanif.v1i1.3","DOIUrl":"https://doi.org/10.56211/hanif.v1i1.3","url":null,"abstract":"Online shop websites can facilitate company or shop promotions and make it easier for consumers to get information about products from sellers or shops. Limited product merchandising prevented stores from increasing sales, and poor inventory control and manual reporting negatively impacted stores, making sales and inventory reporting difficult. The purpose of this research is to use the waterfall method to create an e-commerce website that can be opened online with an internet network. The method used by researchers in this study is the waterfall method. This method is used by researchers to develop software systems through a sequential software life cycle, starting with analysis, design, coding, and testing. System themes use PHP, HTML, CSS and Notepad while the database uses My-Sql which is accessed via XAMPP localhost. This research produces a web-based e-commerce application that provides real-time stock information, sales reports, stock reports and stores can advertise the products being sold. So that the process of reporting and controlling inventory data is carried out properly, and store marketing has a wider reach, so that store sales can increase.","PeriodicalId":181319,"journal":{"name":"Hanif Journal of Information Systems","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114898981","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