2016 International Conference on ICT For Smart Society (ICISS)最新文献

Prediction of multi currency exchange rates using correlation analysis and backpropagation 用相关分析和反向传播方法预测多币种汇率

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792850

Imaniar Ramadhani, Jondri, Rita Rismala

{"title":"Prediction of multi currency exchange rates using correlation analysis and backpropagation","authors":"Imaniar Ramadhani, Jondri, Rita Rismala","doi":"10.1109/ICTSS.2016.7792850","DOIUrl":"https://doi.org/10.1109/ICTSS.2016.7792850","url":null,"abstract":"In the rapid Development of information and the collecting data collection issue of information network is becoming one of the essential elements affecting many areas, such as foreign exchange (Forex). Forex consists of data having particular ordered values in terms of time history. These values have meaning and can be further predicted for the next value. It is a very important issue of making decision for foreign exchange player (trader) in foreign exchange market. Accurate prediction of forex will give benefit to forex player. But in reality, it is very hard to realize it due to the big piles of data that are necessarily to be processed. This study will develop a system implementing a method so called as Backpropagation (BP) with additional algorithm so called Levenberg Marquardt (LMA) that can predict foreign exchange value, especially for EUR or USD currency. Moreover, input parameter increase will also be developed on BP LMA using Pearson correlation coefficient analysis that will check the correlation between the two variables, but It did not still decrease the error value. The result obtained from conducting testing, forex prediction will be implemented using BP architecture and LMA with best MAPE tryout score of 0. 2208% and best MAPE testing by 0.2693% on scenario 1 (without correlation). In addition MAPE tryout score of 0.3905 % MAPE practicing and MAPE testing score of 0.3816 % on scenario 2 (with correlation). Based on this study we can conclude that using BP LMA still generating better error value than using BP LMA added with correlation analysis on foreign exchange data pair. The margin of BP-LMA and BP-LMA added with correlation analysis is 0.1697 % for MAPE tryout and 0.1123 %. For MAPE testing.","PeriodicalId":162729,"journal":{"name":"2016 International Conference on ICT For Smart Society (ICISS)","volume":"154 8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125885418","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

A comparison study of smart city in Taipei and Surabaya 台北与泗水智慧城市之比较研究

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792859

Nurwahyu Alamsyah, T. D. Susanto, T. Chou

引用次数: 13

Social media analysis supporting smart city implementation (Practical study in Bandung district) 支持智慧城市实施的社交媒体分析(万隆区实践研究)

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792853

Roessobiyatno, T. Anggoro, Bilpen Nainggolan, Edwin Purwandesi

{"title":"Social media analysis supporting smart city implementation (Practical study in Bandung district)","authors":"Roessobiyatno, T. Anggoro, Bilpen Nainggolan, Edwin Purwandesi","doi":"10.1109/ICTSS.2016.7792853","DOIUrl":"https://doi.org/10.1109/ICTSS.2016.7792853","url":null,"abstract":"The implementation of Big Data technology in the environment of both central and local governments have helped local leader in determining strategy and deciding a policy for the benefit of its citizen. Big Data implementation in several towns and districts in Indonesia is one of the solutions for the municipal government to provide a rapid response and the right solution in the midst of the increasing problems that exist in the city. One of solution using Big Data is Social Data Analysis. Bandung District as a city has launched its vision that is To Create Advanced, Independent and Competitive Bandung District. To support Smart City, the government of Bandung District in cooperation with PT. Telkom is implementing Big Data to accommodate people aspirations to Bandung District government submitted via social media. Using Big Data, the incoming data from Social Media is processed using Social Media Analytics into information, then by parameters based on the classification of the existing painful problem, the information can be used by the district government to make decisions and provide solutions to the problems that occur in the city. This research is conducted to examine the Social Media Analytics in supporting the implementation of Smart City. The study is conducted with On Desk Research methods by collecting relevant information from internal and external organization.","PeriodicalId":162729,"journal":{"name":"2016 International Conference on ICT For Smart Society (ICISS)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116076018","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

A survey of cyber crime in Indonesia 印度尼西亚的网络犯罪调查

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792846

Rizqiya Windy Saputra

引用次数: 11

Designing enterprise architecture framework for non-cloud to cloud migration using TOGAF, CCRM, and CRMM 使用TOGAF、CCRM和CRMM为非云到云的迁移设计企业架构框架

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792855

I. Santikarama, A. A. Arman

{"title":"Designing enterprise architecture framework for non-cloud to cloud migration using TOGAF, CCRM, and CRMM","authors":"I. Santikarama, A. A. Arman","doi":"10.1109/ICTSS.2016.7792855","DOIUrl":"https://doi.org/10.1109/ICTSS.2016.7792855","url":null,"abstract":"Cloud computing paradigm motivates many companies to adopt and use cloud services to take advantage of the inherent characteristics. Increasing number of companies are adopting cloud computing, but such adoption has not been sufficiently structured to ensure a successful migration to the cloud environment. Until now there has been no framework or paradigm that supports cloud migration to be used conventionally, so the adoption of cloud computing is still done on an ad-hoc. Therefore, in this research we designed an enterprise architecture framework for non-cloud to cloud migration using TOGAF, CCRM, and CRMM that effective and efficient framework to be used as a guide or reference for cloud migration that supports the alignment between business and IT and while considering existing conditions IT at the enterprise. We map phase and steps in TOGAF ADM with CCRM which modification steps, an additional steps, and also decrease steps based on the requirements needed in cloud computing, then adopted CRMM used to categorize cloud migration process to make it more clear. Then, the framework will be vaidated with implementation and user judgement. This research resulted an enterprise architecture framework for non-cloud to cloud migration using TOGAF, CCRM, and CRMM which consists of 4 main processes that are equipped with 10 phase and 93 steps to where in each step contains input, process, output, link processes, and tools, methods, and techniques. From the validation results showed that the cloud migration process on a framework is a good guide that can be used effectively and efficiently to help cloud migration is commonly used by all types of companies or agencies.","PeriodicalId":162729,"journal":{"name":"2016 International Conference on ICT For Smart Society (ICISS)","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122861491","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: 15

Integrated pollution monitoring system for smart city 智慧城市污染综合监测系统

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-20 DOI: 10.1109/ICTSS.2016.7792847

B. Siregar, Ahmad Badril Azmi Nasution, F. Fahmi

引用次数: 39

Feeder bus routing problem using a genetic algorithm: Surotram case study 基于遗传算法的接驳巴士路线选择问题:以超轨电车为例

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-01 DOI: 10.1109/ICTSS.2016.7792866

I. Vanany, Rosa Shinta Rosyadi, U. Ciptomulyono, D. Hartanto, M. Khoiri

引用次数: 3

Dam water level prediction system utilizing Artificial Neural Network Back Propagation: Case study: Ciliwung watershed, Katulampa Dam 基于人工神经网络反向传播的大坝水位预测系统:以喀图兰巴大坝赤利翁流域为例

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-01 DOI: 10.1109/ICTSS.2016.7792862

A. P. Anindita, Pujo Laksono, I. B. Nugraha

{"title":"Dam water level prediction system utilizing Artificial Neural Network Back Propagation: Case study: Ciliwung watershed, Katulampa Dam","authors":"A. P. Anindita, Pujo Laksono, I. B. Nugraha","doi":"10.1109/ICTSS.2016.7792862","DOIUrl":"https://doi.org/10.1109/ICTSS.2016.7792862","url":null,"abstract":"Flooding is a natural disaster that happens annually in Jakarta because the capacity insufficiency of the canals in accommodating the overflowing river water especially under the rainy season. Hydrologists and meteorologists have tried to predict the rainfall, as it was the expected root cause of the overflow. However, there were no models available for real time water level prediction from rainfall area nearby, especially with respect to Indonesian environment characteristics. Current flood prediction system only last for 6-24 hour based on outskirts dam water level using projected time from the sluicegate to the city canals. Therefore, when there is a predicted disaster to happen, the subsequent evacuation has to be done in a short time period. Artificial Neural Network Back Propagation is one of the common methods in solving continuous data modeling and has supported multiple early warning systems in some countries. Based on the geomorphology of Ciliwung watershed, runoff drainage and land seeping variable needs to be included as one of the training attributes. Available node model has linked rainfall from nearby area to Katulampa Dam, and the model has been further developed with RMSE of 9.2142 and r (correlation coefficient) accounted for 0.8799. The result has improved the prediction capacity of the previous node model by 1%, and can be used for actual early warning system in the future. This model used batch learning for its training method but it can be upgraded to online learning where weights from the model could be readjusted automatically through continuous learning.","PeriodicalId":162729,"journal":{"name":"2016 International Conference on ICT For Smart Society (ICISS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130189527","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: 10

Design of national metrology smart system 国家计量智能系统设计

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-01 DOI: 10.1109/ICTSS.2016.7792864

Dewi Koyeni, S. Supangkat

{"title":"Design of national metrology smart system","authors":"Dewi Koyeni, S. Supangkat","doi":"10.1109/ICTSS.2016.7792864","DOIUrl":"https://doi.org/10.1109/ICTSS.2016.7792864","url":null,"abstract":"The new concept of legal metrology system is required to provide information primarily to assist Ministry of Trade towards the competitiveness of the Indonesian products and protecting consumers from unfair trade. The related study doing investigation for proposed Indonesian's metrological system have already been done by The Japan International Cooperation Agency (JICA) study team, but the proposed system still may not meet with Indonesia's Law of Local Government No.23/2014. The proposed concept to metrological system in this paper is smart system that assists Directorate of Metrology (DOM) to solve legal metrology's problem. This system will use three life cycle combined from three different frameworks that they are combined to produce new generic framework. They are System Development Life Cycle (SDLC), The Open Group Architecture Framework (TOGAF ADM) frameworks and Life Cycle System Engineering. The third frameworks are use to gain enterprise system, enterprise architecture, and system engineering to solve the problem of verification/re-verification service such as inconvenience service for customer, un-integrated data, and potential risk of fraud such in manipulating of Maximum Permissible Error (MPE) which it will cause instability of economic country. However based on research, the study conducted observation to customer who requested verification/re-verification for their measuring instrument. The investigation result state that they desire the ease of verification/re-verification service such as facility and free of charge from retribution cost and reparation cost. Taking this analysis, this competitive advantage can be determined as the objective to achieve customer satisfaction which stated as DOM's strategic planning.","PeriodicalId":162729,"journal":{"name":"2016 International Conference on ICT For Smart Society (ICISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130826214","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

Experience in learners review to determine attribute relation for course completion 学习者回顾经验，确定完成课程的属性关系

2016 International Conference on ICT For Smart Society (ICISS) Pub Date : 2016-07-01 DOI: 10.1109/ICTSS.2016.7792865

Fetty Fitriyanti Lubis, Y. Rosmansyah, S. Supangkat

引用次数: 8