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Face Recognition Using Modified OpenFace 3

Face Recognition Using Modified OpenFace

引用

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

作者： Santoso, Kevin Kusuma, Gede Putra Computer Science Department BINUS Graduate Program Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

Face recognition is a widely utilized biometric method due to its natural and non-intrusive approach. Recently, deep learning networks using Triplet Loss have become a common framework for person identification and verification. In this paper, we present a new method on how to select appropriate hard-negatives for training using Triplet Loss. We show that, by incorporating pairs which would otherwise have been discarded yields better accuracy and performance. We also applied Adaptive Moment Estimation algorithm to mitigate the risk of early convergence due to the additional hard-negative pairs. In LFW verification benchmark, we managed to achieve an accuracy of 0.955 and AUC of 0.989 as opposed to 0.929 and 0.973 in the original OpenFace. © 2018 The Authors. Published by Elsevier Ltd.

关键词： Face recognition

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A low-power scenario for IOT-based indoor air quality monitoring system at workplace 2

A low-power scenario for IOT-based indoor air quality monito...

引用

2nd International Conference on Eco Engineering Development 2018, ICEED 2018

作者： Panghurian, Fepri P. Surantha, Nico Zahra, Amalia Computer Science Department BINUS Graduate Program - Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

This paper presents the development air quality monitoring system for indoor workplace that send measurement CO, CO2, PM2.5, temperature and humidity and send it via IEEE 802.11 b/g wireless communication. The problem is many sensor node for indoor air quality should not always send data to server in normal situation. It could spend power consumption and the data would send it periodically. Although the data send periodically, the sensor must handle emergency situation like fire. The results show that with controlled transmission interval not only spend power consumption but the device also good respond in emergency situation and user could monitor air quality remotely via web application. © 2018 Institute of Physics Publishing. All rights reserved.

关键词： Carbon dioxide

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OLAP Analysis of Water Formation Data 3

OLAP Analysis of Water Formation Data

引用

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

作者： Soewito, Benfano Isa, Sani Muhamad Gunawan, Fergyanto E. Computer Science Department Bina Nusantara University BINUS Graduate Program-Master of Computer Science Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

In the oil and gas industry, the available data regarding each well are very huge. With data and parameters are very numerous and complex, it is very difficult to analyze and process the data that will be used as a base of decision making. In this research, a technique used to process the data hierarchy formation water into an useful information. In this research, applications developed can analyze data from a wide variety of formats, such as in Excel format, txt, shp, and so on. This can be done because the data will be processed first into a standardized form before the display becomes information. Data processing is the process of ETL (Extract Transform Load), process metadata and processes OLAP (Online Analytics Processing). In this research we use a tool or software Pentaho. In addition, to display the information in the diagram we use the Weka stiff and Java script. Results from the study showed that the technique we proposed this, then processing the data to be useful information is extremely easy. Similarly, to see the characteristics or create a footprint for each well in the form of stiff diagram becomes very easy and fast. © 2018 IEEE.

关键词： Big data

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Business Intelligence Model to Analyze Social Media Information 3

Business Intelligence Model to Analyze Social Media Informat...

引用

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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Service Desk Implementation with Information Technology Infrastructure Library Framework (Study Case Financial Company)

Service Desk Implementation with Information Technology Infr...

引用

International Conference on Computation in science and Engineering, ICCSE 2017

作者： Handoko, Dwi Girsang, Abba Suganda Computer Science Department BINUS Graduate Program-Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia

This paper proposes a service desk to handle two important issues in financial company using the Information Technology Infrastructure Library (ITIL) Framework, i.e. Single Point of Contact (SPOC) and Service Level Agreement (SLA) issues. SPOC is a gateway to information needs of both users and company staff, particularly the IT staff, while SLA defines the responsibilities of the parties where such services work and provides coverage for services provided to the client to achieve client satisfaction. The service desk is built by focusing in service operation. A service desk has been successfully built in this study to make user's problem controllable. The result also shows that the user's problem can be solved faster in many cases. © Published under licence by IOP Publishing Ltd.

关键词： Information Technology Infrastructure Library (ITIL) Service Desk Service Level Agreement Single Point of Contact

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Business Intelligence Design of Rural Bank Performance Assessment Using Financial Ratio Analysis 3

Business Intelligence Design of Rural Bank Performance Asses...

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

作者： Massardi, Agi Ersyagi Suharjito Utama, Ditdit Nugeraha Computer Science Department Bina Nusantara University BINUS Graduate Program-Master of Computer Science Jakarta11480 Indonesia

ISBN: (纸本)9781538658215

There are more than 1600 rural banks (BPR) registered in the OJK. But not all of them are a healthy company that has a good financial condition. One of the methods to assess bank's financial performance is by using financial ratio analysis. To analyze all BPR financial condition using financial ratio analysis will require so many time and effort. That's why Business Intelligence is needed to provide a fast and reliable information for top management in Bank Andara to help them make decisions regarding their potential customer's financial condition. This paper will result in a design of a business intelligence application that will adhere to required financial ratios needed by management user to analyze BPR's financial condition and resulting in a comprehensive and interactive dashboard that will help them to make decisions. © 2018 IEEE.

关键词： Finance

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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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Static Taint Analysis Traversal with Object Oriented Component for Web File Injection Vulnerability Pattern Detection 3

Static Taint Analysis Traversal with Object Oriented Compone...

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

作者： Kurniawan, Aditya Abbas, Bahtiar Saleh Trisetyarso, Agung Isa, Sani Muhammad Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Doctor of Computer Science Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program - Master of Computer Science Bina Nusantara University Jakarta11480 Indonesia Industrial Engineering Department Faculty of Engineering Bina Nusantara University Jakarta11480 Indonesia

We introduce a composition of object-oriented component PHP grammar for taint analysis. Our novel method successfully restructured the PHP parser and reduced grammar artifact objects that must be visited in a taint analysis process by up to 52% grammar variation. Taint analysis is an analysis that detects any injection vulnerability pattern in source code. The analysis identifies the information flow of untrustworthy input that affects the sensitive sink or part of the system. The static taint analysis was run on an abstract syntax tree and traversed all nodes. A static taint analysis uses a parser to traverse abstract syntax trees of the source code. A web PHP parser has 140 grammar combinations in an abstract syntax tree, which has to be traversed to recognize the tainted flow pattern. Additionally, there are many variations of syntax and coding styles for tainted flow patterns. Therefore, the amount of combinations will consume many computation resources. © 2018 The Authors. Published by Elsevier Ltd.

关键词： Syntactics

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Analysis Students' Graduation Eligibility Using Data Warehouse 3

Analysis Students' Graduation Eligibility Using Data Warehou...

引用

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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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...

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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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