2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)最新文献

ICAICTA 2018 Tutorial

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/icaicta.2018.8541288

Yukino Sato

引用次数: 0

Improving ARINC 653 System Reliability by Using Fault-Tolerant Partition Scheduling 利用容错分区调度提高arinc653系统可靠性

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541309

A. I. Kistijantoro, Aufar Gilbran

引用次数: 2

Automated Vertebrae Pose Estimation in Low-Radiation Image using Modified Gabor Filter and Ellipse Analysis 基于改进Gabor滤波和椭圆分析的低辐射图像椎体姿态自动估计

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541275

Watcharaphong Yookwan, K. Chinnasarn, Benchaporn Jantarakongkul

{"title":"Automated Vertebrae Pose Estimation in Low-Radiation Image using Modified Gabor Filter and Ellipse Analysis","authors":"Watcharaphong Yookwan, K. Chinnasarn, Benchaporn Jantarakongkul","doi":"10.1109/ICAICTA.2018.8541275","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541275","url":null,"abstract":"Dual-Energy X-ray Absorptiometry Scanner plays an important role in medical diagnosis and clinical routine. Typically, this kind of machine produces two radiography images of human spine consisted of Anteroposterior and Lateral side. However, these two images provided different viewpoints. This paper proposed a method to automatically estimate human vertebrae pose in lateral-side image by using Multi-theta Orientation Gabor Filter combined with Principle Component Analysis and Geometric Ellipse Shape Analysis. The proposed method offered an automated estimation of human lumbar vertebrae pose that can reduce work load of radiologist, computational time and complexity in various bone-clinical applications. The result of the proposed method can help support many applications such as lumbar vertebrae pose segmentation, bone mineral density analysis and vertebral pose deformation. The proposed method can estimate the vertebrae pose with 86.4% for accuracy, 80.5% of recall, precision for 89.11% and 13.6% of false negative rate.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126354578","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

Applying Universal Design for Learning in Augmented Reality Education Guidance for Hearing Impaired Student 通用设计在听觉障碍学生增强现实教育指导中的应用

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541294

Tidarat Luangrungruang, Urachart KoKaew

{"title":"Applying Universal Design for Learning in Augmented Reality Education Guidance for Hearing Impaired Student","authors":"Tidarat Luangrungruang, Urachart KoKaew","doi":"10.1109/ICAICTA.2018.8541294","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541294","url":null,"abstract":"This study focused on the implementation of display technology used for providing information to hearing impaired students wishing to studying Information Technology (IT) at a higher education level. In this work, virtual reality scenes superimposed on the real world were created, using a smartphone application with specialized equipment to provide the projection. The Augmented Reality (AR) of smartphone applications was designed with Universal Design for Learning (UDL) in order to help with learning of hearing impaired high school students. The objective of the mobile AR application was to provide students with a tool to understand the content without the help of teachers. Because video content has been translated into the Thai sign language, smartphones could be used to read markers serving to provide education guidance for higher education. In AR technology, virtual objects are placed real-time on the real environment. To provide education guidance, the study used an AR application called Aurasma. A heuristic technique and the UDL were applied to the development of the education guidance on Aurasma. A total of 30 students of Sakon Nakhon Rajabhat University took part in this study. The heuristic evaluation results of this study were rated as good and the application has a potential to help hearing impaired students to become more interested in higher education, resulting in more education opportunities in higher education for them.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132595889","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: 3

An Embedded System Device to Monitor Farrowing 一种监控分娩的嵌入式系统设备

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541287

P. Silapachote, A. Srisuphab, Warot Banchongthanakit

{"title":"An Embedded System Device to Monitor Farrowing","authors":"P. Silapachote, A. Srisuphab, Warot Banchongthanakit","doi":"10.1109/ICAICTA.2018.8541287","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541287","url":null,"abstract":"Crucial for successful farrowing in swine production is the monitoring of health and welfare of pigs from insemination to farrowing and lactation. Although most are naturally farrowed, a significant number of piglets are lost due to fetal hypoxia. Common causes are ruptured umbilical cords, getting stuck in the birth canal, and exhaustion of sow. Prompt assistance offered by farmers can save lives of many piglets. Time is critical. Minutes of delay could mean another loss. Around-the-clock monitoring, at the same time, is not only labor-intensive but also a financial burden for farm management. One of the keys toward better assessment of the right timing for farmworkers to attend to a farrow with minimal wait-around time - first and foremost - is to collect and analyze the detailed timing of the farrowing process. Bringing digital technology of embedded systems to farming, we developed a monitoring device capable of continuously recording a video of a sow. Farrowing videos were collected for seven weeks. Graphical visualization and statistical analysis of the data were evaluated. Employing computer vision and machine intelligence, we proposed a methodology for extracting features and training a classifier to automatically detect the firstborn piglet. Preliminary image processing results are presented.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124800634","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

Comparative Study of Topology and Feature Variants for Non-Task-Oriented Chatbot using Sequence to Sequence Learning 基于序列到序列学习的非任务型聊天机器人拓扑和特征变体的比较研究

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541285

Geraldi Dzakwan, A. Purwarianti

{"title":"Comparative Study of Topology and Feature Variants for Non-Task-Oriented Chatbot using Sequence to Sequence Learning","authors":"Geraldi Dzakwan, A. Purwarianti","doi":"10.1109/ICAICTA.2018.8541285","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541285","url":null,"abstract":"On language generation system such as chatbot and machine translation, there is a recent approach called sequence to sequence learning. This approach takes advantages of two recurrent neural networks (encoder and decoder) as an end-to-end mapping tool to generatively build the output from a certain input. In this paper, we try to find a combination of topology and feature which produces the highest result according to automatic evaluation metrics BLEU for non-task-oriented chatbot as the case study. The topologies used in the experiment are RNN, GRU, and LSTM along with their modifications, which are bidirectional encoder and attention-based decoder. The features used in the experiment are word-based feature and character-based feature. The experiment is conducted using Papaya English dialogue dataset. From the dataset, ten thousand pairs of conversation are picked for training data and a thousand pairs of conversation are picked for testing data. The result shows that bidirectional LSTM encoder with attention-based decoder and word based feature produced the highest cumulative BLEU-4 score amongst other topologies, which is 0.31.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129439586","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: 3

Rule-based Indonesian Open Information Extraction 基于规则的印尼语公开信息提取

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541293

A. Romadhony, A. Purwarianti, D. H. Widyantoro

{"title":"Rule-based Indonesian Open Information Extraction","authors":"A. Romadhony, A. Purwarianti, D. H. Widyantoro","doi":"10.1109/ICAICTA.2018.8541293","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541293","url":null,"abstract":"Open Information Extraction (Open IE) is a paradigm that tries to extract as much information as possible, with less restriction on the information type to be extracted. It extracts relation tuples, in which a relation tuple consists of a relation tuple trigger and several relation arguments. Previous studies on developing Open IE systems have mainly been for English. Recently, several works have also been carried out in other languages, but there is no study on Open IE for Indonesian. In this paper, we investigate several rule-based methods for building an Open IE system for Indonesian. We use lexical and syntactic features that were obtained from an Indonesian language processing tool and compare the extraction results against the standard English Open IE systems. The experimental results for English-Indonesian parallel sentences show that the POSTag+Noun Phrase-based rules have better performance. At the same time, the dependency relation-based performance depends on the dependency parser performance, which still needs improvement since we use a small size dataset on training the parser. However, both approaches show good performance in identifying the relation tuple trigger, with the recall score being 0.96 for the POSTag+Noun Phrase-based rules and 0.6 for the POSTag+Dependency relation based-rules.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128331254","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: 6

Supplementary Book Suggestion for Computer Science Courses 计算机科学课程补充书目建议

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541347

Benchamawan Chaisoongnoen, Komate Amphawan, Aekapop Bunpeng

{"title":"Supplementary Book Suggestion for Computer Science Courses","authors":"Benchamawan Chaisoongnoen, Komate Amphawan, Aekapop Bunpeng","doi":"10.1109/ICAICTA.2018.8541347","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541347","url":null,"abstract":"On-line selling website is currently famous and popular. There are several websites selling products and/or services including on-line book-selling websites. At present, the current book-selling websites usually apply recommender systems to recommend a book or a set of books to customers. However, the recommender systems mostly focus on recommending books that users usually view or buy together and also on books having high review rates. This may cause failure to recommend books that cover most required contents, for example, books related to a course description of a course students have registered. To address on this issue, we here introduce an alternative recommender system called Supplementary Books Suggestion system (SBS system) to create a list of supplementary books related/relevance to a course description of a course in computer science domain by regarding relevance between a book and a course description. This can help students easily find supplementary books to read and also may help to encourage the students doing self-learning. Experiments on real course descriptions were conducted to investigate the effectiveness of the SBS system in the terms of precision, recall, F-measure and average (also total) coverage/uncoverage of contents between a list of supplementary books and a course description.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114707509","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

The Experimental Set of Light Distribution Analysis by LabView Application 基于LabView的光分布分析实验集

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541332

J. Sarasook, C. Thongchaisuratkrul

{"title":"The Experimental Set of Light Distribution Analysis by LabView Application","authors":"J. Sarasook, C. Thongchaisuratkrul","doi":"10.1109/ICAICTA.2018.8541332","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541332","url":null,"abstract":"This research presents experimental set of distribution light. Light illuminance is displayed by LabView application. The set was tested by four types of lamp including complex fluorescent (CFL), incandescent, E27 LED (Light Emitting Diode), T8 tubular fluorescent (FL). The 3 types of luminaire are used for testing. They consisted of down light, high bay and fluorescent reflector. The black close room was 1.5x1.5x1.5 m in size. It was constructed by steel and plywood. The center floor of the room is installed by LDR (Light Dependent Resistor). It was used for measuring the illuminance. LabView application was applied to display value on computer screen. The stepping motor was installed to rotate the lamp. It was controlled by LabView through DAQ 6008 interface card. It was rotated from -90o to 90o. The control set consisted of interface card, motor drive and power supply. They were contained in the insulation box outside of the test room. From the experimental result, the LDR illuminance meter can measure illuminance with 4.52% average error. The light distribution curve from experiment set is correspondent with theory.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114762468","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

Classification of Paved and Unpaved Road Image Using Convolutional Neural Network for Road Condition Inspection System 基于卷积神经网络的路况检测系统路面图像分类

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA) Pub Date : 2018-08-01 DOI: 10.1109/ICAICTA.2018.8541284

Vosco Pereira, S. Tamura, S. Hayamizu, Hidekazu Fukai

{"title":"Classification of Paved and Unpaved Road Image Using Convolutional Neural Network for Road Condition Inspection System","authors":"Vosco Pereira, S. Tamura, S. Hayamizu, Hidekazu Fukai","doi":"10.1109/ICAICTA.2018.8541284","DOIUrl":"https://doi.org/10.1109/ICAICTA.2018.8541284","url":null,"abstract":"Image processing techniques have been actively used for research on road condition inspection and achieving high detection accuracies. Many studies focus on the detection of cracks and potholes of the road. However, in some least developed countries, there are some distances of roads are still unpaved and it escaped the attention of the researchers. Inspired by penetration and success in applying deep learning technic to computer vision and to any other fields and by the existence of the various type of smartphone devices, we proposed a low - cost method for paved and unpaved road images classification using convolutional neural network (CNN). Our model is trained with 13.186 images and validate with 3.186 images which collected using smartphone device in various conditions of roads such as wet, muddy, dry, dusty and shady conditions and with different types of road surface such as ground, rocks and sands. The experiment using 500 new testing images showed that our model can achieve high Precision (98.0%), Recall (98.4%) and F1 -Score (98.2%) simultaneously.","PeriodicalId":184882,"journal":{"name":"2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121582081","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: 11