首页 > 最新文献

Proceedings of the 6th International Conference on Frontiers of Educational Technologies最新文献

英文 中文
UX-Based Design of A Mobile Application for Thai Seniors 基于ux的泰国老年人手机应用设计
Inthraporn Aranyanak, Pattama Charoenporn
Mobile technology has become a vital part of our lives. There is a large number of studies to develop mobile applications. Nevertheless, some of them were not designed for the elderly to use easily. By 2021, Thailand will become a full-fledged ageing society. Workers aged more than 45 will be at greater risk of losing their job because of economic recession or the growth of AI technology. This paper demonstrates the usability testing of mobile job applications comparing three popular job apps used in Thailand. An analytical tool for prototypes and the System Usability Scale (SUS) were used to collect and analyse data. The main usability metrics in this study are effectiveness, efficiency, and satisfaction. The results show that using ambiguous labels, icons with multiple meanings, and using a "hamburger" icon can cause Thai senior users to become disoriented and affect their performances.
移动技术已经成为我们生活中至关重要的一部分。有大量的研究开发移动应用程序。然而,其中一些不是为老年人设计的,不便于使用。到2021年,泰国将全面进入老龄化社会。由于经济衰退或人工智能技术的发展,45岁以上的工人将面临更大的失业风险。本文展示了移动工作应用程序的可用性测试,比较了泰国使用的三种流行的工作应用程序。使用原型分析工具和系统可用性量表(SUS)来收集和分析数据。本研究中主要的可用性度量是有效性、效率和满意度。结果表明,使用模棱两可的标签,具有多种含义的图标,以及使用“汉堡包”图标会导致泰国高级用户迷失方向,影响他们的表现。
{"title":"UX-Based Design of A Mobile Application for Thai Seniors","authors":"Inthraporn Aranyanak, Pattama Charoenporn","doi":"10.1145/3404709.3404760","DOIUrl":"https://doi.org/10.1145/3404709.3404760","url":null,"abstract":"Mobile technology has become a vital part of our lives. There is a large number of studies to develop mobile applications. Nevertheless, some of them were not designed for the elderly to use easily. By 2021, Thailand will become a full-fledged ageing society. Workers aged more than 45 will be at greater risk of losing their job because of economic recession or the growth of AI technology. This paper demonstrates the usability testing of mobile job applications comparing three popular job apps used in Thailand. An analytical tool for prototypes and the System Usability Scale (SUS) were used to collect and analyse data. The main usability metrics in this study are effectiveness, efficiency, and satisfaction. The results show that using ambiguous labels, icons with multiple meanings, and using a \"hamburger\" icon can cause Thai senior users to become disoriented and affect their performances.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125630706","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
Tap-to-Talk: Filipino Mobile Based Learning Augmentative and Alternative Through Picture Exchange Communication Intervention for Children with Autism 轻触说话:透过图片交换对自闭症儿童的学习辅助与替代
M. Samonte, Charlzen Mae C. Guelos, Dana Kei L. Madarang, Miguel Angelo P. Mercado
One percent of the population is living with autism and the Center for Disease Control and Prevention (CDC) estimates more than one million Filipinos have autism since there is no available statistics on autism prevalence currently in the Philippines. The approach that assistive technology looks is simply one side of its effectiveness and the utilization of assistive technology is additionally dynamic to supply students with additional custom- made learning experiences. The paper concentrates on designing and developing a Filipino Based Mobile Learning Augmentative and Alternative and Picture Exchange Communication System (PECS) Intervention that will include the Tagalog language and Filipino Culture aside from English Language with the help of Text-to-Speech feature to provide Filipino children with Autism an assistive tool that will enable them to have access to a mobile application that includes Filipino language and culture in using the features of Picture Exchange Communication System and Augmentative and Alternative Communication (AAC) since the available related systems are following Western language and culture. This study will also be one of augmentative devices of children with Autism.
菲律宾有1%的人口患有自闭症,疾病控制和预防中心(CDC)估计,菲律宾有超过100万人患有自闭症,因为目前菲律宾没有自闭症患病率的统计数据。辅助技术看起来只是其有效性的一个方面,辅助技术的使用是动态的,可以为学生提供额外的定制学习体验。本文的重点是设计和开发一种基于菲律宾的移动学习辅助和替代以及图片交换通信系统(PECS)干预,该干预将在文本到语音功能的帮助下,除英语外,还将包括他加洛语和菲律宾文化,为菲律宾自闭症儿童提供一种辅助工具,使他们能够使用图片功能访问包含菲律宾语言和文化的移动应用程序交流沟通系统和辅助和替代沟通(AAC),因为现有的相关系统遵循西方语言和文化。这项研究也将成为自闭症儿童的辅助设备之一。
{"title":"Tap-to-Talk: Filipino Mobile Based Learning Augmentative and Alternative Through Picture Exchange Communication Intervention for Children with Autism","authors":"M. Samonte, Charlzen Mae C. Guelos, Dana Kei L. Madarang, Miguel Angelo P. Mercado","doi":"10.1145/3404709.3404747","DOIUrl":"https://doi.org/10.1145/3404709.3404747","url":null,"abstract":"One percent of the population is living with autism and the Center for Disease Control and Prevention (CDC) estimates more than one million Filipinos have autism since there is no available statistics on autism prevalence currently in the Philippines. The approach that assistive technology looks is simply one side of its effectiveness and the utilization of assistive technology is additionally dynamic to supply students with additional custom- made learning experiences. The paper concentrates on designing and developing a Filipino Based Mobile Learning Augmentative and Alternative and Picture Exchange Communication System (PECS) Intervention that will include the Tagalog language and Filipino Culture aside from English Language with the help of Text-to-Speech feature to provide Filipino children with Autism an assistive tool that will enable them to have access to a mobile application that includes Filipino language and culture in using the features of Picture Exchange Communication System and Augmentative and Alternative Communication (AAC) since the available related systems are following Western language and culture. This study will also be one of augmentative devices of children with Autism.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115472023","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
System Dynamics Modeling for Online Encyclopedias Based on Activity Theory 基于活动理论的在线百科全书系统动力学建模
Fengjun Liu, Zhengkui Lin, Yi Qu
Different from prior empirical studies that usually investigate the unidirectional linear relationships among prominent factors in online Encyclopedias from a static perspective, this study captures a dynamic picture of their interrelations from a perspective of system dynamics. This study proposes a general activity system of online encyclopedias based on Engeström's activity theory and develops a holistic system dynamics model according to the system dynamics method proposed by Forrester. This study enriches our understanding of the intrinsic dynamic of knowledge collaboration in online encyclopedias and demonstrates the gains in understanding system co-evolution achievable by utilizing the system dynamics method in concert with the activity theory.
不同于以往的实证研究通常是从静态角度考察在线百科全书中突出因素之间的单向线性关系,本研究从系统动力学的角度捕捉了它们之间相互关系的动态图景。本研究基于Engeström的活动理论,提出了在线百科全书的一般活动系统,并根据Forrester提出的系统动力学方法建立了整体系统动力学模型。本研究丰富了我们对在线百科知识协作的内在动态的理解,并展示了将系统动力学方法与活动理论相结合,在理解系统协同进化方面所取得的成果。
{"title":"System Dynamics Modeling for Online Encyclopedias Based on Activity Theory","authors":"Fengjun Liu, Zhengkui Lin, Yi Qu","doi":"10.1145/3404709.3404753","DOIUrl":"https://doi.org/10.1145/3404709.3404753","url":null,"abstract":"Different from prior empirical studies that usually investigate the unidirectional linear relationships among prominent factors in online Encyclopedias from a static perspective, this study captures a dynamic picture of their interrelations from a perspective of system dynamics. This study proposes a general activity system of online encyclopedias based on Engeström's activity theory and develops a holistic system dynamics model according to the system dynamics method proposed by Forrester. This study enriches our understanding of the intrinsic dynamic of knowledge collaboration in online encyclopedias and demonstrates the gains in understanding system co-evolution achievable by utilizing the system dynamics method in concert with the activity theory.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114695173","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
Students' Uptake of Recasts in Classroom Interaction: a Study in a Lower-Education Context at the Same Level of Students' Proficiency 学生在课堂互动中对复述的吸收:一项在同等学生熟练程度的低教育背景下的研究
Delpani Selpia, Eri Kurniawan, S. Setyarini
Student success in learning is caused by various factors in which one of them is teacher feedback. The success of teacher feedback relates to the extent of student uptake towards the correction from the teacher--- whether they are aware so that correcting their errors or mistakes immediately, or they are unaware then missing the teacher correction. The current study aims to find out the number of the students' uptake towards their teacher recasts as one of the types of feedback, and to investigate the students' cognition towards the notion of recasts performed by their teacher. This study involved two high school students in an EFL classroom. Both students' English proficiency was categorized at the intermediate level by the teacher based on the grammaticality judgment test and speaking test conducted at the beginning of the semester. The data were collected through a checklist format in classroom observations and stimulated recall interviews. The findings show that due to several intervening factors, both students only repaired around thirty percent of the overall recasts given by the teacher. Further, both students also explained their ignorance of the nature of recasts so that their uptake was not considerably obtained.
学生的学习成功是由多种因素引起的,其中之一就是教师的反馈。教师反馈的成功与否与学生接受教师纠正的程度有关——他们是否意识到自己的错误或错误会立即纠正,或者他们没有意识到,然后错过了教师的纠正。本研究旨在了解学生对教师的重铸作为一种反馈的接受程度,并调查学生对教师重铸概念的认知情况。本研究以两名高中生为研究对象,在一个英语课堂上进行。根据学期初进行的语法判断测试和口语测试,两位学生的英语水平都被老师评为中等水平。数据是通过课堂观察和刺激回忆访谈的清单格式收集的。研究结果表明,由于几个干预因素,两个学生只修复了老师给出的30%左右的整体重铸。此外,这两个学生还解释了他们对重铸的本质的无知,因此他们没有得到相当大的理解。
{"title":"Students' Uptake of Recasts in Classroom Interaction: a Study in a Lower-Education Context at the Same Level of Students' Proficiency","authors":"Delpani Selpia, Eri Kurniawan, S. Setyarini","doi":"10.1145/3404709.3404737","DOIUrl":"https://doi.org/10.1145/3404709.3404737","url":null,"abstract":"Student success in learning is caused by various factors in which one of them is teacher feedback. The success of teacher feedback relates to the extent of student uptake towards the correction from the teacher--- whether they are aware so that correcting their errors or mistakes immediately, or they are unaware then missing the teacher correction. The current study aims to find out the number of the students' uptake towards their teacher recasts as one of the types of feedback, and to investigate the students' cognition towards the notion of recasts performed by their teacher. This study involved two high school students in an EFL classroom. Both students' English proficiency was categorized at the intermediate level by the teacher based on the grammaticality judgment test and speaking test conducted at the beginning of the semester. The data were collected through a checklist format in classroom observations and stimulated recall interviews. The findings show that due to several intervening factors, both students only repaired around thirty percent of the overall recasts given by the teacher. Further, both students also explained their ignorance of the nature of recasts so that their uptake was not considerably obtained.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124370138","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
An Improved Lossless Information Hiding in SMVQ Compressed Images 一种改进的SMVQ压缩图像无损信息隐藏方法
Chin-Feng Lee, Jau-Ji Shen, Zih-Cyuan Chao, Somya Agrawal
Reversible data hiding has always been the focus of researchers, because it can retrieve the cover image at the same time when obtaining secret message. Chang, Nguyen and Lin's scheme [1] proposed a reversible compression code hiding based on search order coding (SOC) algorithm and SMVQ. Based on their method, we have proposed some modification in this paper. In the embedding phase, we used SOC or SMVQ to encode the index, and used 1 bit as an indicator to indicate that the index is encoded. In the extraction phase, the receiver extracts the secret message and reconstructs the original SMVQ index us simple steps. Experimental results show that in the case of a state codebook with a size of 32, the compression rate of the proposed method was 0.26 bpp, which is better than the compression rate of 0.36 bpp, proposed by Chang et al.'s scheme. In the case of a state codebook with a size of 64, the compression rate of the proposed method was 0.27 bpp, which is still better than the compression rate of 0.41 bpp proposed by Chang et al.'s scheme. In the above two cases, embedding rate was kept same as the scheme proposed by Chang et al.
可逆数据隐藏一直是研究人员关注的焦点,因为它可以在获取秘密信息的同时检索到封面图像。Chang, Nguyen和Lin的方案[1]提出了一种基于搜索顺序编码(SOC)算法和SMVQ的可逆压缩码隐藏方法。在此基础上,本文提出了一些改进意见。在嵌入阶段,我们使用SOC或SMVQ对索引进行编码,并使用1位作为指示符,表示索引已编码。在提取阶段,接收方通过简单的步骤提取秘密消息并重建原始SMVQ索引。实验结果表明,对于大小为32的状态码本,本文方法的压缩率为0.26 bpp,优于Chang等人提出的方案的0.36 bpp压缩率。对于大小为64的状态码本,本文方法的压缩率为0.27 bpp,仍然优于Chang等人方案的0.41 bpp压缩率。在上述两种情况下,嵌入率与Chang等人提出的方案保持一致。
{"title":"An Improved Lossless Information Hiding in SMVQ Compressed Images","authors":"Chin-Feng Lee, Jau-Ji Shen, Zih-Cyuan Chao, Somya Agrawal","doi":"10.1145/3404709.3404764","DOIUrl":"https://doi.org/10.1145/3404709.3404764","url":null,"abstract":"Reversible data hiding has always been the focus of researchers, because it can retrieve the cover image at the same time when obtaining secret message. Chang, Nguyen and Lin's scheme [1] proposed a reversible compression code hiding based on search order coding (SOC) algorithm and SMVQ. Based on their method, we have proposed some modification in this paper. In the embedding phase, we used SOC or SMVQ to encode the index, and used 1 bit as an indicator to indicate that the index is encoded. In the extraction phase, the receiver extracts the secret message and reconstructs the original SMVQ index us simple steps. Experimental results show that in the case of a state codebook with a size of 32, the compression rate of the proposed method was 0.26 bpp, which is better than the compression rate of 0.36 bpp, proposed by Chang et al.'s scheme. In the case of a state codebook with a size of 64, the compression rate of the proposed method was 0.27 bpp, which is still better than the compression rate of 0.41 bpp proposed by Chang et al.'s scheme. In the above two cases, embedding rate was kept same as the scheme proposed by Chang et al.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116379674","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
Computational Intelligence in Science Education 科学教育中的计算智能
Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng
Education is now facing great revolution with the integration of big data, artificial intelligent (AI), blockchain and many other emerging new techniques. The new technological innovations include hardware, software, and the new applications make the computational intelligence available in science education. AI is also expected to open the door to personalized learning processes, platforms and paths, which will allow each student to maximize her or his learning based on specific preferences and learning goals. In this paper, the development of computational intelligence, the student learning activities analysis on the basis of computer vision, and the blockchain for educational data sharing and data security are proposed to meet the requirements of next generation intelligent science education.
随着大数据、人工智能、区块链等新兴技术的融合,教育正面临着一场伟大的革命。新的技术创新包括硬件、软件和新的应用,使计算智能在科学教育中可用。人工智能还有望为个性化的学习过程、平台和路径打开大门,这将使每个学生根据特定的偏好和学习目标,最大限度地提高自己的学习水平。本文提出了发展计算智能、基于计算机视觉的学生学习活动分析、区块链用于教育数据共享和数据安全等,以满足下一代智能科学教育的要求。
{"title":"Computational Intelligence in Science Education","authors":"Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng","doi":"10.1145/3404709.3404743","DOIUrl":"https://doi.org/10.1145/3404709.3404743","url":null,"abstract":"Education is now facing great revolution with the integration of big data, artificial intelligent (AI), blockchain and many other emerging new techniques. The new technological innovations include hardware, software, and the new applications make the computational intelligence available in science education. AI is also expected to open the door to personalized learning processes, platforms and paths, which will allow each student to maximize her or his learning based on specific preferences and learning goals. In this paper, the development of computational intelligence, the student learning activities analysis on the basis of computer vision, and the blockchain for educational data sharing and data security are proposed to meet the requirements of next generation intelligent science education.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"270 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131498069","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
e-Psych: A Psychiatry Support System e-Psych:精神病学支持系统
Alfred Philip P. Benigno, Samuel C. Lomugdang, Patrick Daniel M. Santos, M. Samonte
Depression is a prevalent psychiatric situation not only in the Philippines but throughout the world. Depression is a disease that can be prevented if its symptoms are addressed in the earliest possible opportunity. Prevention against depression among university students in the Philippines is rare but is crucial because of the rising rate of suicide among the group. The project has produced a system that is used to perform initial diagnosis using MADRS (Montgomery-Asberg Depression Rating Scale) and PHQ (Patient Health Questionnaire) on a patient. It can also produce a report that the psychiatrist can use for initial profiling and ICD-10 (International Classification of Diseases - 10th revision) results for classifications based on the findings and can create a profile for the patients and psychiatrists which can be used for appointment bookings. The system also provides a module for psychiatrists to give a set of activities to and monitor their patients along with a history and log for all the patients' past transactions, activities, and illnesses.
抑郁症不仅在菲律宾,而且在全世界都是一种普遍的精神疾病。抑郁症是一种可以预防的疾病,如果它的症状尽早得到解决。菲律宾大学生很少预防抑郁症,但这是至关重要的,因为这一群体的自杀率正在上升。该项目已经产生了一个系统,用于对患者使用MADRS(蒙哥马利-阿斯伯格抑郁评定量表)和PHQ(患者健康问卷)进行初步诊断。它还可以生成一份报告,供精神科医生用于初步分析,并根据调查结果生成ICD-10(国际疾病分类-第十次修订)结果进行分类,还可以为患者和精神科医生创建一份档案,用于预约。该系统还为精神科医生提供了一个模块,让他们可以对患者进行一系列活动和监控,同时还提供了患者过去所有交易、活动和疾病的历史和日志。
{"title":"e-Psych: A Psychiatry Support System","authors":"Alfred Philip P. Benigno, Samuel C. Lomugdang, Patrick Daniel M. Santos, M. Samonte","doi":"10.1145/3404709.3404744","DOIUrl":"https://doi.org/10.1145/3404709.3404744","url":null,"abstract":"Depression is a prevalent psychiatric situation not only in the Philippines but throughout the world. Depression is a disease that can be prevented if its symptoms are addressed in the earliest possible opportunity. Prevention against depression among university students in the Philippines is rare but is crucial because of the rising rate of suicide among the group. The project has produced a system that is used to perform initial diagnosis using MADRS (Montgomery-Asberg Depression Rating Scale) and PHQ (Patient Health Questionnaire) on a patient. It can also produce a report that the psychiatrist can use for initial profiling and ICD-10 (International Classification of Diseases - 10th revision) results for classifications based on the findings and can create a profile for the patients and psychiatrists which can be used for appointment bookings. The system also provides a module for psychiatrists to give a set of activities to and monitor their patients along with a history and log for all the patients' past transactions, activities, and illnesses.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"257 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132533194","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
Line Operator as Preprocessing Method for CNN-based Osteoporosis Detection in Dental Panoramic Radiograph 基于有线算子的牙科全景x线片骨质疏松检测预处理方法
Ilham Gurat Adillion, Y. Ishida, A. Arifin
Osteoporosis is a disease that can be detected via the trabecular bone pattern in Dental Panoramic Radiograph (DPR). Trabecular bone pattern is difficult to see by the naked eye due to the low contrast and low resolution of DPR. This can affect the performance of osteoporosis disease detection using Convolutional Neural Network (CNN). In this paper we propose the use of Line Operator (LO) on DPR images as a preprocessing method to enhance trabecular bone pattern for CNN-based osteoporosis detection. LO is a method that can enhance line-like structures in medical images such as retina and DPR dataset. To study the effect of LO on CNN-based osteoporosis detection, the performance of non-preprocessed images, LO-preprocessed images and LO + histogram equalization pre-processed images was compared. Results showed that LO-preprocessed images give best osteoporosis detection accuracy of 0.875
骨质疏松症是一种可以通过牙科全景x线摄影(DPR)的骨小梁模式检测到的疾病。由于DPR的低对比度和低分辨率,骨小梁模式很难被肉眼看到。这可能会影响使用卷积神经网络(CNN)检测骨质疏松症的性能。在本文中,我们提出在DPR图像上使用线算子(LO)作为预处理方法来增强骨小梁模式,用于基于cnn的骨质疏松症检测。LO是一种增强医学图像(如视网膜和DPR数据集)中线状结构的方法。为了研究LO对基于cnn的骨质疏松检测的影响,比较了未预处理图像、LO预处理图像和LO +直方图均衡化预处理图像的性能。结果表明,经lo预处理后的图像骨质疏松检测准确率最高,为0.875
{"title":"Line Operator as Preprocessing Method for CNN-based Osteoporosis Detection in Dental Panoramic Radiograph","authors":"Ilham Gurat Adillion, Y. Ishida, A. Arifin","doi":"10.1145/3404709.3404767","DOIUrl":"https://doi.org/10.1145/3404709.3404767","url":null,"abstract":"Osteoporosis is a disease that can be detected via the trabecular bone pattern in Dental Panoramic Radiograph (DPR). Trabecular bone pattern is difficult to see by the naked eye due to the low contrast and low resolution of DPR. This can affect the performance of osteoporosis disease detection using Convolutional Neural Network (CNN). In this paper we propose the use of Line Operator (LO) on DPR images as a preprocessing method to enhance trabecular bone pattern for CNN-based osteoporosis detection. LO is a method that can enhance line-like structures in medical images such as retina and DPR dataset. To study the effect of LO on CNN-based osteoporosis detection, the performance of non-preprocessed images, LO-preprocessed images and LO + histogram equalization pre-processed images was compared. Results showed that LO-preprocessed images give best osteoporosis detection accuracy of 0.875","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"177 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127240081","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
Cultural Art Teachers' perceptions toward Flipped Classroom Approach 文化艺术教师对翻转课堂教学的看法
I. Septian, R. Milyartini
Significant evidence about the effectiveness of flipped classroom can be found in such education field literature, however there was limited study of flipped classroom practices in cultural art education. This study aimed to describe the cultural art teacher perceptions on the implementation of flipped classroom approach. This study utilized survey method to obtain the data about teacher perceptions toward the implementation of the flipped classroom in cultural art classes. There were 32 Indonesian cultural art education teachers from various backgrounds involved in the present study. The survey results indicated that cultural art teachers had a positive perception toward the implementation of flipped classroom in cultural art learning. The main constraints faced by teachers to implement flipped classroom approach are inadequate facilities and infrastructures, and lack of internet access in some parts of Indonesia. This approach, according to the teacher, is very suitable to overcome the education challenges in the twenty-first century.
在这类教育领域的文献中可以找到关于翻转课堂有效性的重要证据,但是关于翻转课堂在文化艺术教育中的实践研究却很有限。本研究旨在探讨文化艺术教师对实施翻转课堂的看法。本研究采用问卷调查法,获取教师对文化艺术课实施翻转课堂的认知数据。本研究共涉及32名不同背景的印尼文化艺术教育教师。调查结果显示,文化艺术教师对在文化艺术学习中实施翻转课堂持积极态度。教师实施翻转课堂方法面临的主要制约因素是设施和基础设施不足,以及印度尼西亚部分地区缺乏互联网接入。根据这位老师的说法,这种方法非常适合克服21世纪的教育挑战。
{"title":"Cultural Art Teachers' perceptions toward Flipped Classroom Approach","authors":"I. Septian, R. Milyartini","doi":"10.1145/3404709.3404738","DOIUrl":"https://doi.org/10.1145/3404709.3404738","url":null,"abstract":"Significant evidence about the effectiveness of flipped classroom can be found in such education field literature, however there was limited study of flipped classroom practices in cultural art education. This study aimed to describe the cultural art teacher perceptions on the implementation of flipped classroom approach. This study utilized survey method to obtain the data about teacher perceptions toward the implementation of the flipped classroom in cultural art classes. There were 32 Indonesian cultural art education teachers from various backgrounds involved in the present study. The survey results indicated that cultural art teachers had a positive perception toward the implementation of flipped classroom in cultural art learning. The main constraints faced by teachers to implement flipped classroom approach are inadequate facilities and infrastructures, and lack of internet access in some parts of Indonesia. This approach, according to the teacher, is very suitable to overcome the education challenges in the twenty-first century.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126334211","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
Development of a Product Reverse Design Teaching and Learning Model in Engineering Design Education 工程设计教育中产品逆向设计教学模式的构建
Yong Wang, Haiping Ding, Zhaoping Ji, Zhenghan Li, KunChieh Wang
This article proposes product reverse design (PRD) teaching, which is a brand-new teaching model applied in engineering education. This article describes the implementation process and requirements of PR education through an example of a national competition. The PR education model is to provide students with existing commercial products, allow students complete the design content as a team in accordance with the design process stated in this article. The students will compare their own designs with the commercial products to gain more design experience and improve their design capabilities. Students' design results can be made into physical prototypes through 3D printing, carpentry workshops and other forms. Finally, the characteristics and advantages of PR education are analyzed.
产品逆向设计(PRD)教学是一种应用于工程教育的全新教学模式。本文以某国家级赛事为例,阐述了公关教育的实施过程和要求。PR教育模式是为学生提供现有的商业产品,让学生按照本文所述的设计流程作为一个团队完成设计内容。学生将自己的设计与商业产品进行比较,以获得更多的设计经验,提高他们的设计能力。学生的设计成果可以通过3D打印、木工工作坊等形式制作成实物原型。最后,分析了公关教育的特点和优势。
{"title":"Development of a Product Reverse Design Teaching and Learning Model in Engineering Design Education","authors":"Yong Wang, Haiping Ding, Zhaoping Ji, Zhenghan Li, KunChieh Wang","doi":"10.1145/3404709.3404750","DOIUrl":"https://doi.org/10.1145/3404709.3404750","url":null,"abstract":"This article proposes product reverse design (PRD) teaching, which is a brand-new teaching model applied in engineering education. This article describes the implementation process and requirements of PR education through an example of a national competition. The PR education model is to provide students with existing commercial products, allow students complete the design content as a team in accordance with the design process stated in this article. The students will compare their own designs with the commercial products to gain more design experience and improve their design capabilities. Students' design results can be made into physical prototypes through 3D printing, carpentry workshops and other forms. Finally, the characteristics and advantages of PR education are analyzed.","PeriodicalId":149643,"journal":{"name":"Proceedings of the 6th International Conference on Frontiers of Educational Technologies","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131248196","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
期刊
Proceedings of the 6th International Conference on Frontiers of Educational Technologies
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1