2016 2nd International Conference on Science in Information Technology (ICSITech)最新文献_第2页

Enhancing e-learning system to support learning style based personalization 加强电子学习系统，支持基于学习方式的个性化

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852657

K. A. Laksitowening, Amarilis Putri Yanuarifiani, Yanuar Firdaus Arie Wibowo

引用次数: 11

A survey on data-driven approaches in educational games 关于教育游戏中数据驱动方法的调查

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852650

Danial Hooshyar, Chanhee Lee, Heuiseok Lim

引用次数: 2

Response models for series of commands in gaming environment 游戏环境中一系列命令的响应模型

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852613

Ida Bagus Kerthyayana Manuaba

引用次数: 2

Push notification system to mobile game player using distributed event-based system approach 采用基于分布式事件的系统方法向手机游戏玩家推送通知系统

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852607

Fiona Yunisa, Suharijto

引用次数: 5

Implementation of Moving Average and Soft Computing algorithm to support planting season calendar forecasting system on mobile device 在移动设备上实现移动平均和软计算算法，支持种植季节日历预测系统

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852618

F. Nhita, D. Saepudin, Danang Triantoro, Adiwijaya, U. N. Wisesty

{"title":"Implementation of Moving Average and Soft Computing algorithm to support planting season calendar forecasting system on mobile device","authors":"F. Nhita, D. Saepudin, Danang Triantoro, Adiwijaya, U. N. Wisesty","doi":"10.1109/ICSITECH.2016.7852618","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852618","url":null,"abstract":"Moving Average and Soft Computing is an algorithm widely used for forecasting especially for rainfall forecasting. Rainfall forecasting information is crucial for agriculture in Bandung Regency so that a planting season calendar suitable for each plant could be given. To get a better result, Five types of Moving Average algorithm were used on data preprocessing. Rainfall forecasting was done by using four hybrid algorithm on Soft Computing, which were ANFIS, Evolving Fuzzy, Fuzzy-Grammatical Evolution, and ANN-Nested Genetic Algorithm. Chromosome representation done on ANN-Nested Genetic Algorithm is different than common Evolving Neural Network algorithm. Result of rainfall forecasting was used to forecast crops, corns, and potatoes planting calendar. The experiment shown that ANFIS algorithm gives best MAPE training of 0.1065 but ANN-NGA algorithm gives best MAPE testing of 0.127. Planting calendar forecasting used the best prediction model of Modified Weighted Moving Average and ANFIS with accuracy of 91.67% for crops, corns, and potatoes.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"23 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132419487","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: 8

Classification method of multi-class on C4.5 algorithm for fish diseases 基于C4.5算法的多类鱼病分类方法

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852598

Sucipto, Kusrini, Emha Luthfi Taufiq

{"title":"Classification method of multi-class on C4.5 algorithm for fish diseases","authors":"Sucipto, Kusrini, Emha Luthfi Taufiq","doi":"10.1109/ICSITECH.2016.7852598","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852598","url":null,"abstract":"The background of the research is to analyze data derived from an elucidation of catfish and carp diseases in Kediri, East Java, Indonesia. The research shows that data about fish's disease history have not been used effectively because it is only be collected. Data about fish's symptom history used by fish trainer only present the number of fish that get disease. Data about fish's history should be also optimized to discover the relationship among fish's disease. Thus, anticipation about disease that always attack fish could be prevented earlier. The research is done to understand the relationship history among fish's disease. Then the accuracy of relationship quality is measured to acquire the quality of data properly so it can be worked to identify fish's disease. Data relationship quality among fish's disease symptoms should be understood to know how is the accuracy of datum classification obtained. A proper method is required to extract information from data obtained. There are many data-mining classification algorithms such as CART, CHAID, Rain Forest, and C4.5. But, the C4.5 algorithm is appropriate for this research used to form decision tree for data quality assessed from accurate performance of some multi-class fish diseases. This research uses 1120 data involving six diseases. The data were obtained from Agriculture Board (fishery subdivision) of Kediri Regency. The result shows that C4.5 algorithm is well to do for both a low and high accuracy class at 55.3 and 88.4 percent.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116592746","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

Modelling of network traffic usage using self-organizing maps techniques 使用自组织地图技术的网络流量使用建模

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852658

Haviluddin, Arda Yunianta, A. H. Kridalaksana, Z. Arifin, B. Kresnapati, F. Rahman, A. F. O. Gaffar, Hendra Yuni Irawan, M. Mulyo, A. Pranolo

引用次数: 4

Comparison of two different types of morphological method for feature extraction of retinal vessels in colour fundus images 彩色眼底图像中视网膜血管特征提取的两种形态学方法比较

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852651

H. A. Nugroho, T. Lestari, Rezty Amalia Aras, I. Ardiyanto

引用次数: 3

The assessment of hospitality and tourism SMEs awareness on the use of mobile technology and Internet services - a case study of hotel businesses in Thailand 评估酒店和旅游业中小企业对使用移动技术和互联网服务的认识——以泰国酒店企业为例

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852661

Sakuna Anuvareepong

{"title":"The assessment of hospitality and tourism SMEs awareness on the use of mobile technology and Internet services - a case study of hotel businesses in Thailand","authors":"Sakuna Anuvareepong","doi":"10.1109/ICSITECH.2016.7852661","DOIUrl":"https://doi.org/10.1109/ICSITECH.2016.7852661","url":null,"abstract":"The purpose of this paper is to examine the awareness of SMEs hotel customers on the use of innovative channels via mobile technology and Internet services. The implications of this paper are useful in the two folds. Firstly, those are the SMEs hotels who are seeking for the innovative channels to serve their customer's needs and to be used as their competitive advantages to compete with their competitors. Secondly, those are the digital service providers regarding mobile technology and Internet services including hardware, software, peopleware, network infrastructure including e-marketing service providers who serve specifically this business segment. The proposed model comprises the activities of hotel customers using multiple channels via mobile technology and Internet services. The result showed that hotel customers of SMEs in hotel business in small/medium scale, have high level of awareness on using mobile technology/Internet services at significant level of 95 percent confidence level, which include social media channels in serving the activities of searching surrounding attractions of the hotel businesses in Thailand.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128137338","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

Location and time based reminder system on Android mobile device Android移动设备上基于位置和时间的提醒系统

2016 2nd International Conference on Science in Information Technology (ICSITech) Pub Date : 2016-10-01 DOI: 10.1109/ICSITECH.2016.7852624

N. Rokhman, Lubab Saifuddin

引用次数: 9