International Journal of Information Technology and Business最新文献

New Design of Encryption with Covertext and Reordering 基于复盖文和重排序的新加密设计

International Journal of Information Technology and Business Pub Date : 2023-05-01 DOI: 10.24246/ijiteb.422023.44-48

E. Ardhianto

引用次数: 0

Closed Beta Testing on Filariasis Treatment Monitoring Applications 丝虫病治疗监测应用的封闭测试

International Journal of Information Technology and Business Pub Date : 2023-05-01 DOI: 10.24246/ijiteb.422023.49-54

E. Susanto, Paminto Agung Christianto, Moh. Reza Maulana, N. Fadhilah

引用次数: 0

Artificial Intelligence Powered Chatbot for Business 商业用人工智能聊天机器人

International Journal of Information Technology and Business Pub Date : 2023-05-01 DOI: 10.24246/ijiteb.422023.61-66

E. A. Kadasah

引用次数: 0

Data Mining Modeling Feasibility Patterns of Graduates Ability With Stakeholder Needs Using Apriori Algorithm 基于Apriori算法的毕业生能力可行性模型挖掘

International Journal of Information Technology and Business Pub Date : 2023-05-01 DOI: 10.24246/ijiteb.422023.55-60

Titin Winarti, Henny Indriyawati

{"title":"Data Mining Modeling Feasibility Patterns of Graduates Ability With Stakeholder Needs Using Apriori Algorithm","authors":"Titin Winarti, Henny Indriyawati","doi":"10.24246/ijiteb.422023.55-60","DOIUrl":"https://doi.org/10.24246/ijiteb.422023.55-60","url":null,"abstract":"This The speed of information, the accuracy of data, the ease of information services, and accountability are very important reasons for the implementation of the system. Semarang University (USM) is a private university in Semarang that has the most 2 students in Central Java. Based on the 2019 USM tracer data showing horizontal alignment, namely how close the relationship between the field of study and alumni work is, it appears that there is still a discrepancy in the ability of graduates with stakeholders. The Apriori algorithm is the best-known algorithm for finding high-frequency patterns Rules that state associations between attributes are often called affinity analysis or market basket analysis. The use of the Apriori Algorithm in data mining calculations using data from the Semarang University tracer that the limit of the minimum support is 50% and the minimum confidence is 100% so that it forms 4 rules. From the four rules produced that modeling using the Apriori Algorithm can produce several rule formations so that it can provide an evaluation to the University for compiling steps, this can be seen because the resulting rules are different because each graduate relationship with the desired desires and different styles. \u0000 ","PeriodicalId":249381,"journal":{"name":"International Journal of Information Technology and Business","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131388639","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

Improving Batik and Dropship SMEs Market Through Geographic Information System 利用地理信息系统促进中小企业蜡染航运市场发展

International Journal of Information Technology and Business Pub Date : 2023-05-01 DOI: 10.24246/ijiteb.422023.67-73

Agus Ilyas, Tri Agus Setiawan, S. W. Binabar, Paminto Agung Christianto

引用次数: 0

Agile Methodology: Solution to Unravel Complexities in the Implementation of ERP System 敏捷方法:解决ERP系统实施中的复杂性

International Journal of Information Technology and Business Pub Date : 2018-10-31 DOI: 10.24246/IJITEB.112018.1-9

S. Wijaya

{"title":"Agile Methodology: Solution to Unravel Complexities in the Implementation of ERP System","authors":"S. Wijaya","doi":"10.24246/IJITEB.112018.1-9","DOIUrl":"https://doi.org/10.24246/IJITEB.112018.1-9","url":null,"abstract":"Improving productivity is a demand for the industry in order to enhance competitive advantage, especially in the manufacturing industry. For that, the industry is required to make a breakthrough in order to improve organizational performance, such as addressing the inefficiencies in managing business processes, so as to improve the way work becomes more effective and efficient. One of the efforts in improving the performance is the development in the field of Information Communication Technology (ICT), the development of technology as an effort to improve the agility of the organization. ERP system is one solution that can be employed in order to improve company performance. However, in reality, industrial companies face the complexity of implementing ERP systems. This is a challenge, that is how effective for a company in order to solve the complexity of implementing an ERP system for an industry?. In this opportunity, researchers intend to conduct a research to identify the complexity of factors in the ERP implementation, namely by proposing agile methods as one of the new methodologies in the effort to solve the complexity in the ERP implementation for an industry. The results of this study will result in an agile modeling of ERP systems, which is expected to solve the complexity of implementation and improve the capacity of ERP systems for an Industry.","PeriodicalId":249381,"journal":{"name":"International Journal of Information Technology and Business","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128746600","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

Optimization of PSWAN in terms of cost and bandwidth PSWAN在成本和带宽方面的优化

International Journal of Information Technology and Business Pub Date : 2018-10-31 DOI: 10.24246/IJITEB.112018.42-47

A. Ganie

{"title":"Optimization of PSWAN in terms of cost and bandwidth","authors":"A. Ganie","doi":"10.24246/IJITEB.112018.42-47","DOIUrl":"https://doi.org/10.24246/IJITEB.112018.42-47","url":null,"abstract":"PSWAN is an internetworking project undertaken by Govt. of India at Pondicherry. It covers a vast area, under it there are various state headquarters and district headquarters. Approximately 3000 systems are using its internet services. Since the number of systems are more and the bandwidth required is less so optimization was needed. Optimization was required without hardware modifications, so we defined some of the parameters through which we can achieve the optimization of this network, these parameters are 1. Type of protocol 2. Type of Topology 3. Access policies 4. Load balancing 5. Traffic bottle neck 6. Bandwidth utilization. To make the network cost effective, some small networks were moved to broadband network so that bandwidth usage can be mitigated and consequently network will get optimized. Since this project (PSWAN) is using the CISCO devices only so it was easy to simulate the network, we used OPNET simulator as it is precise than other simulators. First the operational network was simulated and then the proposed one, proposed model showed evident positive results. The simulation tool used is Opnet. OPNET is extensive and powerful simulation software with wide variety of capabilities. It enables the possibility to simulate entire heterogeneous networks with various protocols","PeriodicalId":249381,"journal":{"name":"International Journal of Information Technology and Business","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115127696","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

Public Opinion on National Exam Policies in Indonesia 印尼国家考试政策的民意

International Journal of Information Technology and Business Pub Date : 2018-10-31 DOI: 10.24246/IJITEB.112018.24-35

D. Manongga, A. Iriani, Sutarto Wijono

引用次数: 3

Software Defect Prediction Using AWEIG+ADACOST Bayesian Algorithm for Handling High Dimensional Data and Class Imbalance Problem 基于AWEIG+ADACOST贝叶斯算法的高维数据和类不平衡问题软件缺陷预测

International Journal of Information Technology and Business Pub Date : 2018-10-31 DOI: 10.24246/IJITEB.112018.36-41

Joko Suntoro, Febrian Wahyu Christanto, Henny Indriyawati

{"title":"Software Defect Prediction Using AWEIG+ADACOST Bayesian Algorithm for Handling High Dimensional Data and Class Imbalance Problem","authors":"Joko Suntoro, Febrian Wahyu Christanto, Henny Indriyawati","doi":"10.24246/IJITEB.112018.36-41","DOIUrl":"https://doi.org/10.24246/IJITEB.112018.36-41","url":null,"abstract":"The most important part in software engineering is a software defect prediction. Software defect prediction is defined as a software prediction process from errors, failures, and system errors. Machine learning methods are used by researchers to predict software defects including estimation, association, classification, clustering, and datasets analysis. Datasets of NASA Metrics Data Program (NASA MDP) is one of the metric software that researchers use to predict software defects. NASA MDP datasets contain unbalanced classes and high dimensional data, so they will affect the classification evaluation results to be low. In this research, data with unbalanced classes will be solved by the AdaCost method and high dimensional data will be handled with the Average Weight Information Gain (AWEIG) method, while the classification method that will be used is the Naïve Bayes algorithm. The proposed method is named AWEIG + AdaCost Bayesian. In this experiment, the AWEIG + AdaCost Bayesian algorithm is compared to the Naïve Bayesian algorithm. The results showed the mean of Area Under the Curve (AUC) algorithm AWEIG + AdaCost Bayesian yields better than just a Naïve Bayes algorithm with respectively mean of AUC values are 0.752 and 0.696.","PeriodicalId":249381,"journal":{"name":"International Journal of Information Technology and Business","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125234957","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

Evaluating Maturity Level Using Framework ITIL: A Case Study of Service Desk's 使用框架ITIL评估成熟度级别:服务台的案例研究

International Journal of Information Technology and Business Pub Date : 2018-10-31 DOI: 10.24246/IJITEB.112018.16-23

J. Andry, Kevin Christianto

引用次数: 7