MSME Recommendation Application using Collaborative Filtering Method and Realtime Database (Case Study: Salatiga City)

Yoga Adi Dharma, Radius Tanone
{"title":"MSME Recommendation Application using Collaborative Filtering Method and Realtime Database (Case Study: Salatiga City)","authors":"Yoga Adi Dharma, Radius Tanone","doi":"10.1109/ICECOS.2018.8605190","DOIUrl":null,"url":null,"abstract":"Micro small medium enterprise (MSMEs) is one of the important supports in the economic development of a certain region, including Salatiga. According to Salatiga’s industry and cooperative office (Disperindagkop), there are 3.663 MSMEs in Salatiga and 1.450 of which have already registered. The main problem for the owners of MSMEs is the lack of facility in promoting the products, thereby it indicates that there should be media to help promoting MSMEs products. This research uses Collaborative Filtering method which is developed based on Android Platform to count the similarity value between products based on the rating given by the users, to get the recommended products for each user. A batch of datasets which will be processed first, are saved into cloud storage by utilizing Google firebase services.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICECOS.2018.8605190","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Micro small medium enterprise (MSMEs) is one of the important supports in the economic development of a certain region, including Salatiga. According to Salatiga’s industry and cooperative office (Disperindagkop), there are 3.663 MSMEs in Salatiga and 1.450 of which have already registered. The main problem for the owners of MSMEs is the lack of facility in promoting the products, thereby it indicates that there should be media to help promoting MSMEs products. This research uses Collaborative Filtering method which is developed based on Android Platform to count the similarity value between products based on the rating given by the users, to get the recommended products for each user. A batch of datasets which will be processed first, are saved into cloud storage by utilizing Google firebase services.
基于协同过滤和实时数据库的中小微企业推荐应用(以Salatiga市为例)
微型中小企业(MSMEs)是萨拉蒂加等地区经济发展的重要支撑之一。根据萨拉蒂加工业和合作办公室(Disperindagkop)的数据,萨拉蒂加有3.663家中小微企业,其中1.450家已经注册。中小微企业业主面临的主要问题是产品推广设施不足,因此需要有媒体来帮助中小微企业产品的推广。本研究采用基于Android平台开发的协同过滤方法,根据用户给出的评分计算产品之间的相似度值,得到每个用户的推荐产品。将首先处理的一批数据集通过使用谷歌firebase服务保存到云存储中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信