2016 Fifth ICT International Student Project Conference (ICT-ISPC)最新文献_第3页

Estimating concept embeddings from their child concepts 从他们的子概念中估计概念嵌入

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519227

Tatsuya Oono, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou

{"title":"Estimating concept embeddings from their child concepts","authors":"Tatsuya Oono, Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou","doi":"10.1109/ICT-ISPC.2016.7519227","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2016.7519227","url":null,"abstract":"We estimate the concept embeddings, which are distributed representations of the concepts, in a concept dictionary from the concept embeddings of their child concepts. The concept dictionaries represent the systematic classification of the concepts of nouns and verbs in a way and the concept embeddings represent the meanings of the concepts. This paper investigates what kind of composition calculation can represent the relation between the concepts and their child concepts in a concept dictionary, which is a hierarchical relationship that humans assume. We examined four methods to estimate the concept embeddings and investigated three size of dimensions. The experiments revealed that the best method was the simple summation of concept embeddings of the child concepts and the similarities increased when the vector size decreased. We also examined that whether the similarities between the actual and estimated concept embeddings will increase when we restricted the concepts to calculate the similarities by the minimum number or percentage of their children's concept embeddings. However, the experiments revealed that they decreased if the concepts were restricted.","PeriodicalId":359355,"journal":{"name":"2016 Fifth ICT International Student Project Conference (ICT-ISPC)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129312711","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

Inside Me: A proposal for healthcare mobile application Inside Me:一个医疗保健移动应用程序的建议

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519242

Sarawut Busssadee, Sittipong Suwannatria, Arnon Chonrawut, Ek Thamwiwatthana, Kitsuchart Pasupa

引用次数: 3

Hairstyle recommendation system for women 女性发型推荐系统

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519262

Wisuwat Sunhem, Kitsuchart Pasupa, Piyakorn Jansiripitikul

引用次数: 6

Differentiation of motion patterns between Anterior Cruciate Ligament injuries and healthy individuals 前交叉韧带损伤与健康个体运动模式的区别

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519248

Nantawat Prachasri, Duangkamol Yangchaem, Nattaporn Dirakbussarakom, Worapan Kusakunniran

{"title":"Differentiation of motion patterns between Anterior Cruciate Ligament injuries and healthy individuals","authors":"Nantawat Prachasri, Duangkamol Yangchaem, Nattaporn Dirakbussarakom, Worapan Kusakunniran","doi":"10.1109/ICT-ISPC.2016.7519248","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2016.7519248","url":null,"abstract":"Detecting the sign of Anterior Cruciate Ligament (ACL) injury in advance is very important because the injury could be prevented to seriously occur, or a patient would be provided with the proper treatment timely. ACL injury, mostly happen with athletes, is the injury that one pair of cruciate ligament are torn because of the sport or daily life activities. Finding the differences of gait data patterns between an ACL injury patient and a healthy controlled person is proposed in this paper. Linear Discriminant Analysis (LDA) is applied to assist in the discrimination. After that, the k-nearest neighbor algorithm which focuses on the subject average is applied as a classification tool. The leave-one-out cross-validation is used for evaluating the performance of the proposed method. In this paper, the friendly user interface is also developed to facilitate the general users for using this program. In the experiment, there are 10 subjects which consist of 5 healthy control subjects and other 5 ACL injury subjects. The 3 gait variables are used to verify the proposed method. The 3 variables are the top 3 most significant variables which are ankle joint moment, hip joint moment and knee joint moment. In the experiment, it is shown that the proposed method can achieve a promising accuracy with the limited number of training data.","PeriodicalId":359355,"journal":{"name":"2016 Fifth ICT International Student Project Conference (ICT-ISPC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129658685","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

DIY sensor-based automatic control mobile application for hydroponics 基于传感器的DIY水培自动控制移动应用程序

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519235

Chanya Peuchpanngarm, Pantita Srinitiworawong, Wannisa Samerjai, T. Sunetnanta

引用次数: 28

ROS Extension of Blue-Sky web based development environment for IoT 基于web的物联网开发环境的ROS扩展

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519232

Praween Amontamavut, Eiichi Hayakawa

引用次数: 4

Wireless door access system with face verification 带人脸验证的无线门禁系统

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519238

Pathompong Tungjitsirisun, Worayoot Pechsuwanrungsee, P. Siripongwutikorn

引用次数: 1

FoodForCare: An Android application for self-care with healthy food FoodForCare:一款Android应用程序，用于健康食品的自我护理

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519243

Natnicha Suthumchai, Sirin Thongsukh, Pacharamai Yusuksataporn, Songsri Tangsripairoj

{"title":"FoodForCare: An Android application for self-care with healthy food","authors":"Natnicha Suthumchai, Sirin Thongsukh, Pacharamai Yusuksataporn, Songsri Tangsripairoj","doi":"10.1109/ICT-ISPC.2016.7519243","DOIUrl":"https://doi.org/10.1109/ICT-ISPC.2016.7519243","url":null,"abstract":"Recently, there are many people who ignore health concerns especially in their eating habits. This has made the number of diseases found in society, especially non-communicable diseases (NCDs) such as diabetes, hypertension, and cancer drastically increase every year. The number of patients having these diseases, could be reduced by paying more attention to the food that they eat and nutrition that they receive. Accordingly, the researchers would like to propose FoodForCare, an Android application for self-care with healthy food. The main purpose is to help users have better eating habits and a healthier lifestyle. FoodForCare provides functions for users to keep their daily personal health and food records of food intake. The users can see an analysis of nutrition and calories per day and whether it is sufficient or not. This application can give an overview on food calories and nutrition so that they can eat wisely. Finally, the development of this application hopes to help Thai people in order to manage their total nutrition and calories taken for a healthier lifestyle and will directly decrease the number of people who are getting diseases caused from a disorder of food and nutrition.","PeriodicalId":359355,"journal":{"name":"2016 Fifth ICT International Student Project Conference (ICT-ISPC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133131399","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

Face and Eyes mouse for ALS Patients 肌萎缩性侧索硬化症患者的面部和眼睛鼠标

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519240

Woramon Chareonsuk, Supisara Kanhaun, Kattaleeya Khawkam, Damras Wongsawang

引用次数: 11

ABIS: A prototype of Android Botnet Identification System ABIS: Android僵尸网络识别系统的原型

2016 Fifth ICT International Student Project Conference (ICT-ISPC) Pub Date : 2016-05-27 DOI: 10.1109/ICT-ISPC.2016.7519221

Chanin Tansettanakorn, Supachai Thongprasit, Siritam Thamkongka, V. Visoottiviseth

引用次数: 16