Proceedings of the International Conferences on Information System and Technology最新文献

Hype VS Smart, Which One is Our Online Customers? Examining the Role of Gamification, Products Assortment, e-WOM and Lifestyle of Indonesian E-Commerce Apps. Customers 炒作VS智能，哪一个是我们的在线客户?考察印尼电子商务应用的游戏化、产品分类、电子口碑和生活方式的作用。客户

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009906601230129

C. Adhikara, A. Farmania, Anditya Perwiratama, Lorensius Adinegoro, Luthfi Maulana

{"title":"Hype VS Smart, Which One is Our Online Customers? Examining the Role of Gamification, Products Assortment, e-WOM and Lifestyle of Indonesian E-Commerce Apps. Customers","authors":"C. Adhikara, A. Farmania, Anditya Perwiratama, Lorensius Adinegoro, Luthfi Maulana","doi":"10.5220/0009906601230129","DOIUrl":"https://doi.org/10.5220/0009906601230129","url":null,"abstract":"The interest of using e-Commerce in Indonesia especially among students activites has increases rapidly and shifted, not only for online transactions but its already becomes a lifestyle. Several studies shows the important role of Lifestyle as an intervening (moderation) variable. This study aims to determine various factors such as gamification, e-WOM, and product assortment affect purchase intention. The role of lifestyle as moderation were put between gamification and purchase intention. This study use quantitative method, the type of data used is primary data obtained directly from the first source and calculated using SmartPLS version 3.0 software. The analysis Unit is active students in all strata using e-Commerce actively, with an average age between 18-35 years. The results show e-WOM has a positive and significant influence to purchase intention. As for gamification and product assortment to purchase intention both have not significant results; and lifestyle as a moderation between gamification and purchase intention, have negative result.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114498073","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

Educational Data Mining in Graduation Rate and Grade Predictions Utilizing Hybrid Decision Tree and Naïve Bayes Classifier 利用混合决策树和Naïve贝叶斯分类器的毕业率和成绩预测中的教育数据挖掘

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009907101510157

L. Zulfiqar, Nurul Renaningtias, M. Y. Fathoni

引用次数: 4

Decision Support System of Warehouse Allocation using Analytical Hierarchy Process Method 基于层次分析法的仓库配置决策支持系统

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009909302940298

D. F. Murad, M. A. Dewi, Yuvita Dyah Ayu Novitasari, Aditya Soleh, Hudaifi

引用次数: 1

A Proposed Model of Secure Academic Transcript Records with Blockchain Technology in Higher Education 基于区块链技术的高等教育安全成绩单记录模型

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009907401720177

Meyliana, Y. U. Chandra, Cadelina Cassandra, Surjandy, Erick Fernando, H. A. Widjaja, Harjanto Prabowo

{"title":"A Proposed Model of Secure Academic Transcript Records with Blockchain Technology in Higher Education","authors":"Meyliana, Y. U. Chandra, Cadelina Cassandra, Surjandy, Erick Fernando, H. A. Widjaja, Harjanto Prabowo","doi":"10.5220/0009907401720177","DOIUrl":"https://doi.org/10.5220/0009907401720177","url":null,"abstract":": The higher education institution today is a concern to become an institution that gives birth to people who can compete in the current era. Stakeholders at the higher education institution will see how the data produced by graduates can be trusted and no data manipulation takes place at the higher education institution. Based on this problem, this article explains how higher education institutions use blockchain technology that is able to maintain data security and prevent data manipulation, especially in academic transcript ﬁles. Academic transcript records become an output from students after completing a semester or level of education at the higher education institution. In general, academic transcript records are used when students complete a study at a higher education institution as a document requirement for access to the company where they work. Thus academic transcript reports become important for companies to ﬁnd out if this student is competent in a certain area. In this case, accurate and valid data is certainly needed and the truth can be trusted. This qualitative research contributes to the higher education institution through a proposed blockchain technology model, especially in academic transcript records, so that the results of the proposed model ensure that data manipulation does not occur in data in academic transcript records. The results of this model will be used as design material for application design, so that the blockchain platform can be used in higher education institutions, especially when publishing valid academic transcript records that can be trusted with the data.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124151545","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: 4

Exploit Multi Layer Deep Learning and Latent Factor to Handle Sparse Data for E-commerce Recommender System 利用多层深度学习和潜在因子处理电子商务推荐系统的稀疏数据

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009910603430351

Hanafi, A. Basari

{"title":"Exploit Multi Layer Deep Learning and Latent Factor to Handle Sparse Data for E-commerce Recommender System","authors":"Hanafi, A. Basari","doi":"10.5220/0009910603430351","DOIUrl":"https://doi.org/10.5220/0009910603430351","url":null,"abstract":": E-commerce service have become popular way to shopping in recent decade. E-commerce machine requires a method to provide ﬁt product information to customer called recommender system. The most of popular recommender system adopted for many large e-commerce companies named Collaborative ﬁltering (CF) due to obtain relevant, ﬁt and essential product information. Even though CF owned some beneﬁt, it has shortcom-ing inaccurate recommendation when face minimum rating also popular named sparse data problem. Many researches have been conducted to proposed model how to generate rating prediction aim to handle sparse rating effectively. Most of them exploit latent factor model or matrix factorization (MF) to handle this problem, unfortunately, this problem fails to handle the problem when faced serious sparse data. Aims to improve the serious problem on above, several researchers involve auxiliary information in the form of product document or user demographic information respectively. Several researchers implemented Convolutional Neural Network (CNN) to extract product document review incorporate MF that responsible to produce rating prediction, another model exploited Stack Denoising Auto Encoder (SDAE) model as user demographic information extraction incorporate with MF. In this research, considered implementing dual information representation using deep learning model based on SDAE and Long Shorts Term Memory (LSTM) as product review document representation combined into PMF to generate rating prediction. According to experiment report, the proposed model called SLP (SDAE+LSTM+PMF) successful to obtained effectiveness rating prediction based on RMSE evaluation metrices over some current model based on traditional PMF more than 15% in average and superior over CNN more than 0.9% in average.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126246436","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: 1

Design of Data Warehouse in Library Circulation using Pentaho 基于Pentaho的图书馆流通数据仓库设计

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009431200590063

Totok Suprawoto

引用次数: 0

Product Recommendation Systems using Apriori in the Selection of Shoe based on Android 基于Android的Apriori选鞋产品推荐系统

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009909603110318

H. Pradana, .. Laurentinus, F. P. Juniawan, Dwi Yuny Sylfania

{"title":"Product Recommendation Systems using Apriori in the Selection of Shoe based on Android","authors":"H. Pradana, .. Laurentinus, F. P. Juniawan, Dwi Yuny Sylfania","doi":"10.5220/0009909603110318","DOIUrl":"https://doi.org/10.5220/0009909603110318","url":null,"abstract":": The development of information technology has given a lot of inﬂuence and changes in human life. One of the areas of life affected is the ﬁeld of trade. Currently, there are still many people who are looking for shoes manually by going around looking for shoe stores, and the results are wasting time, energy, and transportation costs. In addition, by buying manually the buyer does not know the experience of other buyers who have bought shoes with the same model. In addition, by implementing the recommendation system using the Apriori algorithm, prospective buyers can ﬁnd out the experience of previous buyers. The advantage of the Apriori algorithm is simpler, more efﬁcient, and able to handle large amounts of data than other algorithms. This study uses the waterfall model with four stages in it. The system was tested using the Apriori method to produce rules derived from the pattern of the combination of two items, rules and consequent. The results of this study are the successful search for the level of support and trust in shoes so that the shoes obtained are more accurate using data mining.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115937668","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: 1

Design Business Process Management Model for Pharmaceutical with Good Manufacture Practice and Good Distribution Practice in Indonesia 设计印尼药品生产规范和销售规范的业务流程管理模式

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009907501780183

Erick Fernando, Meyliana, Surjandy

{"title":"Design Business Process Management Model for Pharmaceutical with Good Manufacture Practice and Good Distribution Practice in Indonesia","authors":"Erick Fernando, Meyliana, Surjandy","doi":"10.5220/0009907501780183","DOIUrl":"https://doi.org/10.5220/0009907501780183","url":null,"abstract":": This study aims to present the business processes management of the pharmaceutical industry combined with supply chain management processes Good Drug Distribution (GDP) and Good Manufacturing Practice (GMP). Thereby can complete business process management (BPM) by government regulations, giving a good picture of business processes within the company or pharmaceutical industry by GDP and GMP. This research was conducted with a qualitative approach, which was carried out by reviewing the literature of several literary articles related to the subject of this research and conducted a discussion forum with the pharmaceutical industry in Indonesia. Business process management model with a combination of GMP and GDP approaches to improve efﬁciency and effectiveness by creating automation, speed, and process accuracy in change management. With this BPM model, the BPM can improve business processes and supply chain management processes in the pharmaceutical industry, and the BPM can provide efﬁciency and effectiveness in the industrial drug distribution process. New BPM can reduce the problems in the pharmaceutical industry in the circulation of medicines and the availability of medicines in the market.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114506702","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

A Symptom Distribution Method in Global Knowledge to Medical Expert System 全球知识到医学专家系统的症状分配方法

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009431100490058

W. Andriyani, S. Wibowo, Laurentinus Sandhi Prasetya, Istianto Kuntjoro

引用次数: 0

Exploratory Study of a Smart System Framework for Educational Process with Gamification: Case Study - Schools in Indonesia 游戏化教育过程智能系统框架的探索性研究:印尼学校案例研究

Proceedings of the International Conferences on Information System and Technology Pub Date : 1900-01-01 DOI: 10.5220/0009909202860293

Rahmat Yasirandi, Y. Rosmansyah, Hana Rifdah Sakinah, Anom Sentanu Prayosa

{"title":"Exploratory Study of a Smart System Framework for Educational Process with Gamification: Case Study - Schools in Indonesia","authors":"Rahmat Yasirandi, Y. Rosmansyah, Hana Rifdah Sakinah, Anom Sentanu Prayosa","doi":"10.5220/0009909202860293","DOIUrl":"https://doi.org/10.5220/0009909202860293","url":null,"abstract":": Education in Indonesia is one of the sectors that is always considered by the government. The right to education is legally guaranteed for all children without any discrimination. Therefore, various methods have been carried out by each stakeholder, including trying to adapt multiple technologies in the learning process. Most of the information technology that enters developing countries, notably Indonesia, is still dominated by multimedia applications on mobile devices. Which not support all the development aspects of children’s potential in the learning process. Some things have not been considered, such as lack of attention related to children’s development of motor skill factors and social engagement. Through smart system technology that utilizes hardware as a part of the system as a whole, the system will include those factors that are not noticed in the learning technology that has been adopted today. This research has succeeded in producing a framework for the need to create a smart system in the learning process for Indonesian schools. Through exploratory studies, scientiﬁc studies have been carried out based on theory and direct observation of the multi-ethnic learning environment in Indonesia, so the proposed framework will undoubtedly be able to be a guideline for building a smart system.","PeriodicalId":345203,"journal":{"name":"Proceedings of the International Conferences on Information System and Technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129666650","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: 1