2018 International Conference on Applied Information Technology and Innovation (ICAITI)最新文献

Enhance Wireless Security System Using Butterfly Network Coding Algorithm 利用蝴蝶网络编码算法增强无线安全系统

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686731

Zhi-Hao Wang, Yu-Fan Kung, Hendrick, Po-Jen Cheng, Chih-Min Wang, G. Jong

引用次数: 1

Efficiency Analysis of Optimal Portfolio Selection for Stocks in LQ45 Index LQ45指数下股票最优投资组合效率分析

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686713

D. Devianto, Maiyastri, Randy, Masyhuri Hamidi, S. Maryati, Afridian Wirahadi Ahmad

引用次数: 5

NRF: Normalized Rating Frequency for Collaborative Filtering Paper 协同滤纸的归一化额定频率

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686743

Sri Lestari, T. B. Adji, A. Permanasari

{"title":"NRF: Normalized Rating Frequency for Collaborative Filtering Paper","authors":"Sri Lestari, T. B. Adji, A. Permanasari","doi":"10.1109/ICAITI.2018.8686743","DOIUrl":"https://doi.org/10.1109/ICAITI.2018.8686743","url":null,"abstract":"The online system is rapidly developing and widely used for companies to market their products. The products can always be more diverse and abundant. However, it creates difficulties for the company to provide recommendations to users about products which are suitable with users' interest. This condition encourages a recommendation system. One of the popular methods of this recommendation system is Collaborative Filtering (CF) by using rating-based and ranking-based approaches. Some of the ranking-based methods are Copeland method and Borda method. Both methods use a user-rating approach limited to the user preference profiling processes. Therefore, this research proposes the use of the user-rating to get the normalized rating frequency (NRF). Normalization process was done through the calculation of the frequency of a user-rating, which eventually generated a product ranking for recommendations to users. Experimental results of the NRF method can improve the performance of the recommendation system. This can be seen from the recommendations produced by the NRF method was more relevant in accordance with the wishes of the user, which is indicated by the average value of Normalized Discounted Cumulative Gain (NDCG) higher than Copeland and Borda methods. In addition, the NRF method has a faster computation time with a simpler algorithm than the Copeland and Borda methods.","PeriodicalId":233598,"journal":{"name":"2018 International Conference on Applied Information Technology and Innovation (ICAITI)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131948756","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

Comparison of Trivium and Random Number Generator Arduino for Challenge Value in Color Combo Authentication Scheme on Arduino Trivium和随机数生成器Arduino在Arduino上对颜色组合认证方案挑战值的比较

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686735

Nabella Permatasari, M. Fauzi, Rini Wisnu Wardhani

引用次数: 1

Design of Mirror Therapy Technique to Rehabilitate Upper Limb After Stroke Using Non-Immersive Virtual Reality 基于非沉浸式虚拟现实的上肢中风后镜像治疗技术设计

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686763

I. P. Dody Lesmana, W. Dewanto, B. Widiawan, Muhammad Fuad Al Haris, D. R. Hartadi, Eka Mistiko Rini

{"title":"Design of Mirror Therapy Technique to Rehabilitate Upper Limb After Stroke Using Non-Immersive Virtual Reality","authors":"I. P. Dody Lesmana, W. Dewanto, B. Widiawan, Muhammad Fuad Al Haris, D. R. Hartadi, Eka Mistiko Rini","doi":"10.1109/ICAITI.2018.8686763","DOIUrl":"https://doi.org/10.1109/ICAITI.2018.8686763","url":null,"abstract":"Mirror therapy (MT) is a method to train upper limb after Stroke incident. The combination of MT with virtual reality (VR) has given more immersion experience into the illusion, while MT needs participant concentration to truly sensate the illusion as real. The purpose of this research is to design and develop first prototype of VR-MT as physical therapy equipment for enhancing motor performance in upper limb after Stroke. Upper limb motion in VR-MT is captured by Microsoft Kinect. We involve five healthy participants as VR-MT tester to execute a therapy task by controlling virtual limb to hit apples or avoid bombs in virtual environment (VE) for 10 minutes. After the treatment of therapy task, participants do simple assessment by answering a questionnaire. The result of statistical analysis of the questionnaire can be concluded that four elements including controllability, natural operation, sense of delay.and spatial difference are important key to control the movement of virtual limb correctly in VR-MT.","PeriodicalId":233598,"journal":{"name":"2018 International Conference on Applied Information Technology and Innovation (ICAITI)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123869738","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

Implementation of Secure Hash Algorithm – 3 for Biometric Fingerprint Access Control Based on Arduino Mega 2560 基于Arduino Mega 2560的生物指纹访问控制安全哈希算法- 3的实现

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686734

Indrian Alfiansyah, Rini Wisnu Wardhani

引用次数: 3

Comparative Analysis of Multi-Criteria Decision Making for Student Degree Completion Time based on Entropy Weighted 基于熵权的学生学位完成时间多准则决策比较分析

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686746

M. Wati, H. S. Pakpahan, N. Novirasari

引用次数: 8

Effectiveness Of Android-Based Mobile Robots For Children Asperger Syndrome 基于android的移动机器人治疗儿童阿斯伯格综合症的有效性

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686759

Anip Febtriko, T. Rahayuningsih, Dinda Septiani, Liza Trisnawati, Diki Arisandi, Sukri

{"title":"Effectiveness Of Android-Based Mobile Robots For Children Asperger Syndrome","authors":"Anip Febtriko, T. Rahayuningsih, Dinda Septiani, Liza Trisnawati, Diki Arisandi, Sukri","doi":"10.1109/ICAITI.2018.8686759","DOIUrl":"https://doi.org/10.1109/ICAITI.2018.8686759","url":null,"abstract":"Autistic disorder is a disorder or developmental disorder in social interaction and communication and is characterized by limited activity and interest. One type of autism is Asperger Syndrome is a personal qualitative weakness in communicating and social interaction. Just like any other autistic child with Asperger's Syndrome, it is very difficult to understand emotions. Limitations in expressing and understanding emotions cause children with Asperger's Syndrome to retreat socially like aloof, indifferent, less interested in others, lack empathy, think in one direction, and think hard. Therefore it is necessary to apply play therapy for children with Asperger Syndrome disorder by using Android Mobile-based robot as a robot control tool. Wheel-shaped robot or wheeled robot with work area in the form of obstacles and obstacles with the aim that there is a challenge to run the robot. Research using Pre experimental design. The population in sampling is 15 children. Children with Asperger's Syndrome take the 6 -12 year age example at special school for Pekanbaru children. Data collection to assess the outcome of play therapy using Mobile robot, the data collected were analyzed by descriptive analysis and Rank Wilcoxon test. The main purpose of this study is the influence or effectiveness of the use of android-based mobile robots as a control tool against Asperger's Syndrome disorder in children in independent schools Pekanbaru to communicate and interact socially.","PeriodicalId":233598,"journal":{"name":"2018 International Conference on Applied Information Technology and Innovation (ICAITI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125740506","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

Prediction The Price of National Groceries Using Average Based Fuzzy Time Series With Song - Chissom and Markov Chain Approach 基于Song - Chissom和Markov链的平均模糊时间序列预测全国食品杂货价格

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686737

Abdul Aziz, Khoirun Nissa Isti Khomah, Samgadi Palgunadi Yohanes

{"title":"Prediction The Price of National Groceries Using Average Based Fuzzy Time Series With Song - Chissom and Markov Chain Approach","authors":"Abdul Aziz, Khoirun Nissa Isti Khomah, Samgadi Palgunadi Yohanes","doi":"10.1109/ICAITI.2018.8686737","DOIUrl":"https://doi.org/10.1109/ICAITI.2018.8686737","url":null,"abstract":"Groceries are strategic commodities that have an important role in economic, social, and even political aspects in various countries including Indonesia. The groceries affect the livelihood of the people with the scale of the fulfilment of high needs as well as factors supporting the welfare of the community. The classical problem in the fulfilment of grocery is the fluctuation of the prices of groceries. The increase in the prices of groceries commodities becomes a major factor in inflation. To overcome these problems, one of the efforts made by the government is to stabilize the price policy of grocery so that farmers as producers get profitable results and the community as consumers can afford to buy groceries at affordable prices. To accommodate the afford it is needed a forecasting step to predict the prices of groceries. This study aims to predict the prices of national groceries using the Average Based Fuzzy Time Series method with Song - Chissom and Markov Chain approach. The data used are prices of groceries weekly period from 2015 - 2017. Data is divided into two phases: training and testing dataset with the ratio of 90: 10. Based on MAPE value and feasibility test, it can be concluded that Average Based Fuzzy Time Series with Markov Chain approach shew better than Song - Chissom approach for prediction the prices of national groceries.","PeriodicalId":233598,"journal":{"name":"2018 International Conference on Applied Information Technology and Innovation (ICAITI)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121115381","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

Deep Learning-Based Implementation of Hate Speech Identification on Texts in Indonesian: Preliminary Study 基于深度学习的印尼语文本仇恨言论识别:初步研究

2018 International Conference on Applied Information Technology and Innovation (ICAITI) Pub Date : 2018-09-01 DOI: 10.1109/ICAITI.2018.8686725

Erryan Sazany, I. Budi

引用次数: 14