2020 International Conference on Information Management and Technology (ICIMTech)最新文献

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An Implementation of Convolutional Neural Network for Coffee Beans Quality Classification in a Mobile Information System 基于卷积神经网络的咖啡豆质量分类在移动信息系统中的实现
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211257
Robby Janandi, T. W. Cenggoro
{"title":"An Implementation of Convolutional Neural Network for Coffee Beans Quality Classification in a Mobile Information System","authors":"Robby Janandi, T. W. Cenggoro","doi":"10.1109/ICIMTech50083.2020.9211257","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211257","url":null,"abstract":"Due to its massive trading in world markets, maintaining the quality of coffee is vital for the exporting countries. One approach for quality control is to have a system that can classify coffee beans based on the quality. This system can assist the small-medium coffee enterprises to monitor and secure their procurement. However, the coffee beans quality classification technology is currently unavailable to the small-medium coffee enterprises community. To address this issue, we developed a mobile application powered by a deep-learning-based model to automatically classify coffee beans quality via a mobile phone camera. The deep learning model used is chosen between ResNet-152 and VGG16 based on their performance to classify coffee beans quality. The result shows that ResNet-152 could achieve the highest accuracy of 73.3% and could also be embedded in a functional mobile application.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"2011 29","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120846350","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: 9
Exploring Fintech for Sustainable Finance and Sustainable Development in Indonesia 探索金融科技在印尼的可持续金融和可持续发展
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211235
Aryusmar
{"title":"Exploring Fintech for Sustainable Finance and Sustainable Development in Indonesia","authors":"Aryusmar","doi":"10.1109/ICIMTech50083.2020.9211235","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211235","url":null,"abstract":"This study aims to explore fintech for Sustainable Finance and Sustainable Development in Indonesia and whether fintech can be a solution for sustainable finance and sustainable development in Indonesia. It uses a descriptive-qualitative research design with the interpretive-exploratory paradigm. Research data obtained through secondary data from various research journals, articles, and government agencies. It uses a content analysis technique that is done by drawing conclusions based on identifying the specific characteristics of a message objectively and systematically. Based on the research findings, this study strongly agreed that the existence of fintech platforms and applications in Indonesia can certainly help move the wheels of the Indonesian economy. With the existence of a non-cash community, corruption and illegal fees can be prevented and monitored. Therefore, it concludes that fintech is proven to have a lot of benefits to increase state revenue so that it can be used as the media of digital economic solutions for sustainable finance and sustainable development in achieving the Indonesian people's standard of living independently.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121154497","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: 3
Mobile Augmented Reality to Enhance Customer Experience while Purchasing Furniture 移动增强现实增强客户体验,同时购买家具
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211184
Vivian Caroline Huang, Samuel Mahatmaputra Tedjojuwono
{"title":"Mobile Augmented Reality to Enhance Customer Experience while Purchasing Furniture","authors":"Vivian Caroline Huang, Samuel Mahatmaputra Tedjojuwono","doi":"10.1109/ICIMTech50083.2020.9211184","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211184","url":null,"abstract":"With the rapid advancement in technology, the younger generations are more inclined to using their gadgets in almost all the activity they do. While buying furniture requires more consideration and is time-consuming, they tend to search for every information that they need on internet first, before taking further action of going to the physical store. Through the field research and interviews, it can be proven that customers in average need two or more trips before finally deciding to purchase. The proposed application is designed to help user find their way to the shop with a sufficient product knowledge and also reducing their consideration time to a faster purchase conversion. Augmented Reality will be used on the mobile application to let user see the color compatibility to the room and allow approximate size measuring. This is done by using a specific target size as a comparison to real life object size. Small size usability testing was conducted to several user, and the final result received great feedback as it was easily understood, self-explanatory and aided user to make decision faster. Eventually, the aim is that when the furniture arrives, customer will feel satisfied as a conclusion of their furniture purchase journey.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"193 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131654709","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
Terrorism, Social Media and Text Mining Technique: Review of Six Years Past Studies 恐怖主义、社交媒体和文本挖掘技术:六年研究回顾
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211148
T. M. Kibtiah, Eka Miranda, Yudi Fernando, Mediana Aryuni
{"title":"Terrorism, Social Media and Text Mining Technique: Review of Six Years Past Studies","authors":"T. M. Kibtiah, Eka Miranda, Yudi Fernando, Mediana Aryuni","doi":"10.1109/ICIMTech50083.2020.9211148","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211148","url":null,"abstract":"The aim of this paper is to examine the Islamic State of Iraq and Syria (ISIS) recruitment actual behavior through social media. The ISIS has targeted Indonesia as the main source of participants due to the large of Muslim community with active internet users. Despite many ways to connect with social media like Twitter, Facebook, Instagram, and YouTube using videos and images, this paper is selected text as the main of source of materials. This paper is deployed a qualitative technique to analyze related literature and then it was combined with media tracking systems from texts posted on Twitter, Facebook, Website, and Telegram. The text mining was captured words that frequently appears that mentioned their support to the ISIS accounts from 2011 to 2017. This paper found that Indonesian tends to pay more attention to the existence of ISIS in Syria. This paper suggests that the Indonesian related agency to closely monitor the accounts which positively associated with ISIS terrorism and propaganda and take necessary action to clean up the massive haywire issues.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125692208","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: 3
The Effect of Information Technology, Strategic Leadership and Knowledge Management on The Competitive Advantage in The Chemical Industry 信息技术、战略领导和知识管理对化工企业竞争优势的影响
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211198
D. H. Syahchari, H. Saroso, Lasmy, Darjat Sudrajat, M. Herlina
{"title":"The Effect of Information Technology, Strategic Leadership and Knowledge Management on The Competitive Advantage in The Chemical Industry","authors":"D. H. Syahchari, H. Saroso, Lasmy, Darjat Sudrajat, M. Herlina","doi":"10.1109/ICIMTech50083.2020.9211198","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211198","url":null,"abstract":"The purpose of this study is to determine the effect of the relationship between information technology, strategic leadership, and knowledge management on competitive advantage in chemical companies in Indonesia. Competitive advantage has become a major concern for companies in today's global market, especially the chemical industry. Based on an analysis of past research, there has been no research investigating information technology, strategic leadership, and overall knowledge management of competitive advantage in the context of chemical companies in Indonesia. Furthermore, the novelty of this research is to examine the relationship between information technology, leadership, and knowledge management on the competitive advantage in a research model. This study uses a quantitative method with a research population of chemical companies in Indonesia, total 1519 companies and a sample of 114 companies. The sampling technique uses an intentional sampling method, and the data analysis uses multiple regression analysis with SPPS 25. The results of this study indicate that information technology, strategic leadership, and knowledge management have a significant positive relationship with a competitive advantage. The implications of this study indicate that a manager's leadership strategy ability and the application of knowledge management for employees in this industry significantly influence competitive advantage. The use of information technology for strategic purposes should be more widely applied to increase competitive advantage.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123941397","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: 2
Identification and Analysis of Factors Affecting E-survey Response Rate at Central Bureau of Statistics 中央统计局电子调查回复率影响因素识别与分析
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211236
Aisha Adetia, I. Budi, F. Setiadi
{"title":"Identification and Analysis of Factors Affecting E-survey Response Rate at Central Bureau of Statistics","authors":"Aisha Adetia, I. Budi, F. Setiadi","doi":"10.1109/ICIMTech50083.2020.9211236","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211236","url":null,"abstract":"Central Bureau of Statistics – BPS is a institution that carries out statistical activities. One of the strategic objectives is to increase response rates. BPS hopes that the response rate of 104 BPS census and survey activities in 2017 will be achieved according to the target set. The problem is 59.61% of these activities have a response rate that does not reach the target. One of the root causes of the target response rate is not achieved because the method of data collection using e-survey technology has not reached the expected target response rate. This study aims to analyze the factors that affect the response rate of e-surveys at BPS and provide recommendations for raising it. The method used in this research is a quantitative case study through surveys and qualitative for give recommendations. The list of variables was obtained from literature and then validated by experts using the Delphi Technique. The results of the model are based on Theory of Planned Behavior, Cognitive Dissonance Theory, Gamification Theory, Social Exchange Theory, Preference of Device and Legal Punishment Theory. The results of data collection obtained 41 company responses and 106 valid household responses. Data analysis using the PLS-SEM. The results showed that the factors that had a significant positive influence were attitude, legal punishment and trust for household respondents and device preference and trust factors for company respondents.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121839718","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: 2
Factors Influencing Behavioral Intention in Purchasing Groceries Through E-commerce XYZ's Virtual Store 通过电子商务XYZ虚拟商店购买杂货的行为意向影响因素
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211278
D. Saputra, I. Adiputra, Didiet Gharnaditya, Priscilla C. Budiman, Viby Diana
{"title":"Factors Influencing Behavioral Intention in Purchasing Groceries Through E-commerce XYZ's Virtual Store","authors":"D. Saputra, I. Adiputra, Didiet Gharnaditya, Priscilla C. Budiman, Viby Diana","doi":"10.1109/ICIMTech50083.2020.9211278","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211278","url":null,"abstract":"This research aims to find out the partial and simultaneous effect of Performance Expectancy, Effort Expectancy, Price Value, Facilitating Conditions, Habit, Personal Innovativeness in Information Technology, and Brand Image on Behavioral Intention in purchasing groceries through virtual store. The study was conducted using quantitative method, data collected through questioners distributed to 619 respondents, measured by 5 Point Likert scale and data analyze using multiple regression analysis on UTAUT 2 model. Result of this research showed that all independent variables have significant influence both partially and simultaneously on dependent variable, with Effort Expectancy has the most significant influence and Facilitating Conditions has the least significant influence on Behavioral Intention.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121857313","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
An Investigation Effective Factors Usage of Smartphone for Use Mobile Banking Services Case: Student University Customers 智能手机使用手机银行服务的影响因素调查案例:大学生客户
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211210
Erick Fernando, Surjandy, Meyliana
{"title":"An Investigation Effective Factors Usage of Smartphone for Use Mobile Banking Services Case: Student University Customers","authors":"Erick Fernando, Surjandy, Meyliana","doi":"10.1109/ICIMTech50083.2020.9211210","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211210","url":null,"abstract":"This study analyzes the factors that influence the use of mobile banking services. Research focus on students because students are one of the promising young age segments and many use technologies. This mobile banking service is needed by users to increase the mobility of the use of services at the bank for all financial transactions. The developed mobile banking must have several factors that must be met, among others: security factors in transactions and personal data information from users, user data confidentiality factors, risk factors in service use, trust factors of service users, service usability factors, and service factors in mobile banking. Data collection by distributing questionnaires using Google forms and the results obtained were 340 respondents. The analysis was performed using quantitative techniques with SEM with analysis software is SMARTPLS 3.0. The analysis shows that there are four factors that significantly influence the use mobile banking, namely Security and Confidentiality, Perceived Trust, Perceived Risk, Services Mobile Banking. In addition, there is one factor that the Perceived of use smartphones does not affect the use of services mobile banking. The results show that users need the security and confidentiality of personal data and transactions carried out. This will indirectly increase user confidence in mobile banking, and the bank must reduce or eliminate all risks caused by mobile banking services. Knowing the influence of these factors can increase mobile usage in mobile services and increase usage interest, and the bank knows which services can be improved.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123479350","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
The Use Of E-Wallet System 电子钱包系统的使用
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211213
Nabilla Syifa, Valentina Tohang
{"title":"The Use Of E-Wallet System","authors":"Nabilla Syifa, Valentina Tohang","doi":"10.1109/ICIMTech50083.2020.9211213","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211213","url":null,"abstract":"Financial technology has become one of the most important aspects of the financial services industry. One of the most prominent financial technology in Indonesia is e-wallet. Due to this, understanding factors, which influence users; intention to use and user satisfaction toward the use of e-wallet is essential. This study will apply the Modified DeLone-McLean IS Success Model, which explains customers' perspectives in terms of Behavioral Intention to Use and User Satisfaction with factors including Performance Expectancy, Effort Expectancy, Information Quality, and Service Quality. The research approach of this study is quantitative mono-method with a survey as the data collection method. The total respondents collected are 123 users, with the total valid samples used in this research are 107 respondents. Data analysis used in this research includes the reliability and data validity tests. In order to perform data analysis, Partial Least Squares (PLS) is utilized in providing relevant findings that would answer the research question. The hypothesis testing shows that Performance Expectancy influences Behavioral Intention to Use due to the fact that people is becoming more familiar with e-wallet and its benefits. E-wallet provides convenience for users to make a purchase. The result correlates with the expectation theory, which indicates that the confirmation of users' expectation will lead to their satisfaction toward the system (Fuksa, 2003). The finding suggests that Performance Expectancy is the most influential factor in determining both users' Behavioral Intention to Use and User Satisfaction toward the use of e-wallet.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"310 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122781293","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: 7
Survey on Quality Assurance Testing on Service Oriented Architecture 面向服务体系结构的质量保证测试研究综述
2020 International Conference on Information Management and Technology (ICIMTech) Pub Date : 2020-08-01 DOI: 10.1109/ICIMTech50083.2020.9211258
Jonathan, Andreas Pangestu Lim, Dionisius Saviordo Thenuardi, B. Soewito, A. Antonyova
{"title":"Survey on Quality Assurance Testing on Service Oriented Architecture","authors":"Jonathan, Andreas Pangestu Lim, Dionisius Saviordo Thenuardi, B. Soewito, A. Antonyova","doi":"10.1109/ICIMTech50083.2020.9211258","DOIUrl":"https://doi.org/10.1109/ICIMTech50083.2020.9211258","url":null,"abstract":"Service-Oriented Architecture (SOA) has greatly influenced the world of software development with the proposed combination of business process and application (service). Ensuring that correct implementation of business process in each service in SOA environment is quite different than monolithic applications, where each service must be tested independently and jointly, depending on targeted testing scope. With numerous proposed approaches for solving such challenge, this paper reviews some of those approaches to ease readers understanding of what can be done in testing in SOA environment. More specifically, this paper provides review on generic proposed approaches, unit testing, and integration testing approaches as part of quality assurance testing on SOA environment. In summary, the details of testing implementation will differ for each enterprise/organization as each has different set of requirements to satisfy.","PeriodicalId":407765,"journal":{"name":"2020 International Conference on Information Management and Technology (ICIMTech)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124857114","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: 3
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