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Business Intelligence Model to Analyze Social Media Information 3

Business Intelligence Model to Analyze Social Media Informat...

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3rd International Conference on computer science and Computational Intelligence, ICCSCI 2018

作者： Kurnia, Parama Fadli Suharjito Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

Social media is a platform to share information that is very liked by everyone nowadays because some of the facilities that make it easier for us to communicate with each other, share documents, chat and even create a community. In addition, we can also analyze the content of social media by using several methods in data mining, so that we can get new the information to support decision making that can bring benefits to individuals and companies. The purpose of this research, to create a business intelligence dashboard to observe the performance of each Topic or channel of news posted to social media accounts such as Facebook and Twitter. Topical performance in social media is the number of Topics in articles posted to social media getting like, share, comment etc. To be able to know the Topic of a news post in social media, used some text classification techniques such as Naive Bayes, SVM and Decision Tree. The comparative results of the algorithms are taken which has the best accuracy of SVM for subsequent implementation in the data warehouse. Meanwhile, the business intelligence dashboard data source will be sourced from the data warehouses that have been made before. © 2018 The Authors. Published by Elsevier Ltd.

关键词： Data warehouses

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Sales Distribution Activity Tracking System Using Mobile Location Based Services 3

Sales Distribution Activity Tracking System Using Mobile Loc...

引用

3rd International Conference on Information Management and Technology, ICIMTech 2018

作者： Daryanto Suharjito Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

The current application sales distribution is still not effective because the officer in the field cannot open the application and still use manual note for distribution sales activities. To overcome this, there is need for development to the mobile application. Sales Distribution Activity Tracking System Using Mobile Location Based Services considered very suitable for developing a web application sales distribution. Applications will be installed on android mobile devices associated with databases and servers equipped with the notification. With this application, field officers can input transactions through its android mobile devices. This research will design and build mobile applications sales distribution on smartphone android based. Applications built using Waterfall process model with development programming language C #, SQLite database and use software Xamarin Studio IDE. These applications can run on smartphone with android version 5.0 to 6.0. The results of this study have designed and built an applications that can be used by the company for better process management of the sales distribution and can find sales reports are up to date. The sales distribution activity tracking system using location-based mobile services makes it easy for sales distributions to report their activities to a system that was previously done manually. Based on the result of system feasibility evaluation, this application can be categorized as feasible for business. © 2018 IEEE.

关键词： Location based services

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Web-Based Evaluation System Using Kirkpatrick Model for High School Education (A Case Study for Vocational High School in Jakarta) 3

Web-Based Evaluation System Using Kirkpatrick Model for High...

引用

3rd International Conference on Information Management and Technology, ICIMTech 2018

作者： Fadhilah, Muchammad Kukuh Surantha, Nico Isa, Sani M. Computer Science Department Bina Nusantara University BINUS Graduate Program-Master of Computer Science Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

Evaluation is the best way to refine a service quality. Quality of service will have an effect on the accomplishment of an organization's aim. Suitable and precise evaluation model will help the vocational high school in arranging a master plan to enhance the quality of education services provided. Kirkpatrick's model became the fundamental framework in this case study. This model was usually utilized to evaluate the impact of corporate training to the development of staff and also the impact to organization performance. In this paper, we perform case study for one of the vocational high school in Jakarta. There is a concern from the school about how to conduct evaluation of the teaching activity, students performance, and institution performance. In this paper, we propose a web-based e-learning system using Kirkpatrick evaluation model to solve this problem. We built the e-learning application using codeigniter framework. From the result, it can be seen that the developed system can provide platform for the school to evaluate the quality of teaching activity based on the students feedback, evaluate the performance of students after attending class, and also evaluate how the trend of institution performance year by year. © 2018 IEEE.

关键词： Students

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Analysis Students' Graduation Eligibility Using Data Warehouse 3

Analysis Students' Graduation Eligibility Using Data Warehou...

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3rd International Conference on Information Management and Technology, ICIMTech 2018

作者： Chandra, Edward Girsang, Abba Suganda Hadinata, Ryo Isa, Sani Muhamad Computer Science Department Bina Nusantara University BINUS Graduate Program-Master of Computer Science Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

Nowadays, most universities have a lot of different ways in considering graduation eligibility for their students. The consideration can use the data which is generated by system online analytical processing (OLTP). However the OLTP system has a limitation to report intuitively. The aim of this research is to create the system using data warehouse which able to see the progress of performance student and the course failed in each term. This system is expected able to predict student's graduation eligibility. Research method of this research consists some steps to implement data warehouse and then is followed by generating the report and on-line analytical processing (OLAP) analysis. Evaluation is done by benchmarking current system with the proposed system. The result shows the system can provide data for the graduation eligibility. © 2018 IEEE.

关键词： Data warehouses

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Secure Portable Virtual Private Network with Rabbit Stream Cipher Algorithm 3

Secure Portable Virtual Private Network with Rabbit Stream C...

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3rd International Conference on computer science and Computational Intelligence, ICCSCI 2018

作者： Surantha, Nico Rino Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

Employee mobility is an important issue for companies that have a goal to become global company. The company often asks the employees to do some assignments outside the office area, either inside or outside of their home country. A portable virtual private network (VPN) is a device that enables the employees to perform remote access connection to internal computer resources via internet. Therefore, the employee can still work on their assignments in company server while doing business travelling. In this paper, the secure and low power portable VPN prototype is being proposed. The prototype of the VPN portable gateway device is built using OpenVPN-R core applications that are modified from OpenVPN version 2.3.10 with OpenSSL version 1.0.2h. It is implemented into a single board computer (SBC) Raspberry Pi 3 Model B +. The modification performed in this system is the inclusion of Rabbit stream cipher algorithm to OpenSSL as one of the alternative options of TLS ciphersuites on OpenVPN. The prototype portable VPN gateway device generated from this research has Rabbit ciphersuites, platform independent, and has additional features inbuilt firewall. The simulation results show that the proposed prototype can perform secure data transfer. On the other hand the proposed Rabbit stream cipher algorithm shows better performance than other algorithm in terms of data transfer rate, CPU utilization, and memory usage which leads to smaller power consumption. © 2018 The Authors. Published by Elsevier Ltd.

关键词： Virtual private networks

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Development of Data Warehouse to Improve Services in IT Services Company 3

Development of Data Warehouse to Improve Services in IT Serv...

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3rd International Conference on Information Management and Technology, ICIMTech 2018

作者： Al Faris, Fajar Zaki Suharjito Diana Nugroho, Ariadi Computer Science Department Bina Nusantara University BINUS Graduate Program-Master of Computer Science Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

On time service delivery is one of the ultimate goal of IT services company. The aim of this study is developing data warehouse to help company keeping up the delivery service time is always on target. This study starts with identifying the problem, data collection, literature study, then develop the data warehouse, making analysis with OLAP, build report and dashboard as needed, and at last evaluation of data warehouse already developed. Extract Transform Load process (ETL) transferred data from operational database to data warehouse. OLAP analysis features in data warehouse can help company to analyse information from multidimensional data;report and dashboard build from information in the data warehouse can help sales team to know what best strategy and making decision. As the result, data warehouse that has been built can help sales team deliver the services on time to their customers. © 2018 IEEE.

关键词： Data warehouses

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Design and Evaluation of Enterprise Network with Converged Services 3

Design and Evaluation of Enterprise Network with Converged S...

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3rd International Conference on computer science and Computational Intelligence, ICCSCI 2018

作者： Giovanni Surantha, Nico Computer Science Department BINUS Graduate Program Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

The need to run various media through one infrastructure is the primary reason of the emergence of converged network. The reason is because company wants to reduce investment and maintenance cost by investing on single integrated network rather than traditional separated telecommunication, broadcasting and internet network. In this research, we use top down network design approach to create converged network design that tailored to fulfill the requirement from business and technical aspects. It is started by analyzing design requirement, perform logical and physical design, and perform design testing. Both data and voice traffic should be working well in converged network. In order to optimize the network design, the quality of service (QoS) will be considered. It will be used to accomodate various kind of traffic in this network. Simulation and experiment results show that the proposed network design can satisfy required QoS of converged service network. The proposed network design also performs better availability compared to the existing network design. © 2018 The Authors. Published by Elsevier Ltd.

关键词： Quality of service

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Analysis the acceptance of use for document management system using technology acceptance model 3

Analysis the acceptance of use for document management syste...

引用

3rd International Conference on Informatics and Computing, ICIC 2018

作者： Setianto, Fauzi Suharjito Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

ISBN: (纸本)9781538669204

Most organizations today are beginning to shift from manual document management into a document management system (DMS), which is more reliable and efficient. Many benefits can be gained from the use of DMS such as document management become better and more efficient. However, DMS will not improve the performance of document management if it is not used appropriately. This study aims to determine the effect of perceived ease of use and perceived usefulness of the acceptance of the use of DMS. Technology Acceptance Model (TAM) used in this study to determine the acceptance of DMS usage. Samples were taken from 50 employees who have access to the DMS. Data samples are analyzed with Partial Least Square (PLS) method using SmartPLS 3.0. The results showed that acceptance of DMS depends on perceived ease of use that influence usefulness of DMS and led to the acceptance of DMS. © 2018 IEEE.

关键词： Least squares approximations

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Design Project Management System Based on SOA Approach

Design Project Management System Based on SOA Approach

引用

International Conference on Computation in science and Engineering, ICCSE 2017

作者： Girsang, Abba Suganda Jafar, Fahmi Fajar, Ahmad Nurul Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia Information System Computer Science Department BINUS Graduate Program-Master of Information Systems Management Bina Nusantara University Jakarta11480 Indonesia

Application architecture and information technology systems in the company should be able to support the company's policy that leads to their alignment with the business objectives. The alignment of the implementation of information technology systems to the needs and goals of the organization will be able to be answered by taking into account the integration in the development, so that the gap of these two things can be minimized. As a company engaged in IT consulting, project management system is one form of application systems that support core business objective of the company: to produce high-quality software. Nevertheless, the project management system should be able to work together with other supporting information systems, so that the flow of information within the company can run effectively. To achieve these objectives, required the analysis and design of an integrated system, which can be achieved through a service-oriented architecture based system. which includes the stages of requirements and analysis, design and development, and the last is the IT operations. The final result expected is the design of the service-oriented architecture based project management system which built through top-down approach that focuses on improving the effectiveness of business process. © Published under licence by IOP Publishing Ltd.

关键词： Service oriented architecture (SOA)

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A Hybrid Particle Swarm Optimization with Crossover and Mutation of Genetic Algorithm for Solving the Wide Constraint Problem

A Hybrid Particle Swarm Optimization with Crossover and Muta...

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2019 International Congress on Applied Information Technology, AIT 2019

作者： Herlawati, H. Heryadi, Yaya Lukas, L. BINUS Graduate Program - Doctor of Computer Science Bina Nusantara University Computer Science Department Jakarta11480 Indonesia Cognitive Engineering Research Group Faculty of Engineering Universitas Katolik Indonesia Atma Jaya Jakarta12930 Indonesia

ISBN: (纸本)9781728158624

When optimizing the spatial data, a lot of constraints should be handled. Some constraints might be too wide for a metaheuristic algorithm, e.g. particle swarm optimization, to allocate the candidate locations outside a wide constraint. However, particle swarm optimization notably has fast computation characteristic and many researchers used this method for optimizing their spatial data. In the other hand, genetic algorithm has not only better exploitation-characteristic performance in searching but also has mutation and crossover that was proven in this study can be overcome the wide constraint problem. To minimize the drawback of genetic algorithm, i.e. need many computation resources, the hybrid particle swarm optimization with genetic algorithm through the use of crossover and mutation was used. Half of lower fitness values from particle swarm optimization were optimized using crossover and mutation in genetic algorithm. After merging the results of both methods, the optimum location showed that the proposed method was able to allocate the land use in a case study area outside the wide constraint. © 2019 IEEE.

关键词： Genetic algorithms

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