Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18最新文献

Building Guitar Strum Models for an Interactive Air Guitar Prototype 为交互式空气吉他原型建立吉他弦模型

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205972

John Edel Tamani, Jan Christian Blaise Cruz, Joshua Raphaelle Cruzada, Jolene Valenzuela, Kevin Gray Chan, J. A. Deja

{"title":"Building Guitar Strum Models for an Interactive Air Guitar Prototype","authors":"John Edel Tamani, Jan Christian Blaise Cruz, Joshua Raphaelle Cruzada, Jolene Valenzuela, Kevin Gray Chan, J. A. Deja","doi":"10.1145/3205946.3205972","DOIUrl":"https://doi.org/10.1145/3205946.3205972","url":null,"abstract":"In this work-in-progress, we propose the design of an interaction that allows a guitar player to air guitar with the use of forearm Electromyogram (EMG). We integrate results from our previous study where we have used the same medium in training a classifier to recognize standard guitar chords. In this paper, we aim to train a classifier this time to recognize the different types of strums when playing the guitar. We collected data from ten (10) participants using the Myo armband doing strum repetitions for at least fifty (50) times. The strumming EMG data was then pre-processed and fed into a machine learning task to build a model. A k-Nearest Neighbor (k=11) classifier was trained and yielded an accuracy of at least 46% accuracy with a kappa statistic of 0.3712. Model results de- scribe that data size needs to be improved while considering equally the same set of features. Additionally, user insights and feedback on the armband usage as an alternative creative medium was gathered from our target respondents. Different views and insights are stated which opened opportunities for the improvement of the actual air guitar concept as a creativity tool.","PeriodicalId":194663,"journal":{"name":"Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115406938","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

Intelligent, Affective Systems: People's Perspective & Implications 智能、情感系统:人们的视角与启示

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205962

D. Loi

引用次数: 1

It's Cool but What Else can I Do? 这很酷，但我还能做什么?

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205963

J. Read

引用次数: 0

Using EEG Emotion Models in Viewer Experience Design: An Exploratory Study 利用EEG情绪模型进行观众体验设计的探索性研究

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205958

J. A. Deja, R. Cabredo

{"title":"Using EEG Emotion Models in Viewer Experience Design: An Exploratory Study","authors":"J. A. Deja, R. Cabredo","doi":"10.1145/3205946.3205958","DOIUrl":"https://doi.org/10.1145/3205946.3205958","url":null,"abstract":"TV Commercials are often considered to be noise that viewers see in between their favorite shows. These have been used for mostly commercial and advertising purposes. Such practice has been an established one for decades. Most advertising researchers have always relied on traditional means and techniques in measuring viewer experiences and understanding conversion rates from these TV Commercials. In this work-in-progress, we present our preliminary findings from an exploratory study on understanding consumer behaviors and emotions especially when watching TV Commercials. Target consumers for a specific commercial product underwent one-on-one semi-structured interviews and from viewing sessions where their EEG data were collected using the 5-channel EMOTIV Insight headset. To triangulate the emotion modeling phase, external observers referred to as coders annotated their emotions with the aid of emotion recognition via facial recognition. Initial Analysis of the interviews along with the early version of the model revealed several interesting points on visual and audio elements that triggered viewer valence. The collection of EEG data was also able to uncover a few insights that aided in the design of a better viewing experience for the target consumers. We intend to expand the findings in the future work to build a model from a bigger data and user base along with a wider array of emotions to choose from. Also, we intend to employ more advanced experiment designs to determine if we can directly correlate viewer experiences into actual product and commercial conversion.","PeriodicalId":194663,"journal":{"name":"Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128583011","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

Fall Detection Using Accelerometer, Gyroscope & Impact Force Calculation on Android Smartphones 基于加速度计、陀螺仪的安卓智能手机跌倒检测及冲击力计算

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205953

Traitot Rungnapakan, T. Chintakovid, Pongpisit Wuttidittachotti

引用次数: 6

Building Artificial Intelligent (AI) Products that Make Sense 构建有意义的人工智能(AI)产品

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205960

Ralph Vincent J. Regalado

引用次数: 0

Health Quadrant mHealth Application: A Performance Analysis of the Heart Rate Accuracy vis a vis a Pulse Oximeter 健康象限移动健康应用:相对于脉搏血氧仪的心率准确性的性能分析

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205954

Loriemel E. Ferrera, Jonathan M. Caballero

{"title":"Health Quadrant mHealth Application: A Performance Analysis of the Heart Rate Accuracy vis a vis a Pulse Oximeter","authors":"Loriemel E. Ferrera, Jonathan M. Caballero","doi":"10.1145/3205946.3205954","DOIUrl":"https://doi.org/10.1145/3205946.3205954","url":null,"abstract":"Mobile health (mHealth) applications that provide accurate measurements will give a person the ability to communicate his health data to his doctor, detect early signs of underlying health issues and personally monitor his everyday health. However, because of rapid growth of mHealth applications that intend to measure different physiological parameters, it has become difficult for people to determine which mHealth applications are reliable. Its unreliability can put a person's health more at risk which is why testing its accuracy is vital prior to its deployment and usage; otherwise the purpose of mHealth will not be realized. With this, the researchers wanted to find out the accuracy of the Android based \"Health Quadrant\" mHealth application in its resting heart rate reading using three Android Wear smart watches and a pulse oximeter. Agile development model was adopted by the researcher and twenty-five individuals served as the respondents. They were asked to wear the three smart watches and the pulse oximeter as part of the experiment. Statistical analysis of the results using root mean square error(RMSE) showed that Health Quadrant mHealth application installed on Moto 360 has the best performance since it has the least prediction error.","PeriodicalId":194663,"journal":{"name":"Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125604542","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

Towards a Smart Educational Environment Framework for mLearning in a Malaysian context 迈向马来西亚移动学习的智能教育环境框架

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205957

S. Ariffin

引用次数: 6

Data Analytics on Virtual Learning Environment for Philippine Re-Entry Education Program 菲律宾再入教育计划虚拟学习环境之资料分析

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205955

Raymund D. Baesa, Jonathan M. Caballero

{"title":"Data Analytics on Virtual Learning Environment for Philippine Re-Entry Education Program","authors":"Raymund D. Baesa, Jonathan M. Caballero","doi":"10.1145/3205946.3205955","DOIUrl":"https://doi.org/10.1145/3205946.3205955","url":null,"abstract":"This paper aims to present the design of a crowd-sourced virtual learning environment (VLE) using data analytics for the Philippine re-entry education program-- the Alternative Learning System (ALS) of the Department of Education. This was a major response to the United Nations' Sustainable Development Goals target which is to ensure inclusive and quality education for and promote lifelong learning [18]. The system will primarily benefit alternative learners--individuals that have not finished formal education. Under DepEd's ALS [14], these learners get corresponding learning certifications by undergoing an alternative curriculum and passing the Accreditation and Equivalency (A&E) Test. The study made use of the data from nineteen (19) learners' test results of the previous A&E test to determine the distribution of exam questions to be applied in the proposed VLE. Aside from serving as a virtual assistant to the alternative learners, the VLE will also increase efficiency of mobile teachers, and administrators of ALS programs thus improving the delivery of the Philippine re-entry education program. Learners' test results showed that all students, regardless of whether they passed the exam or not, had a hard time in the Communication Skills and the Critical Thinking and Problem Skills Learning Strands. These two most difficult strands are also the ones with the highest weights in score distribution. The proposed design allows for greater training and practice for learners in the difficult learning strands in the VLE. The study was able to show the design feasibility of an intelligent tutoring system that is adaptable to both individual learners and external factors, and is cost efficient due to the crowd sourced content. Further studies may explore system's adaptability to unique behavioral characteristics of users.","PeriodicalId":194663,"journal":{"name":"Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129896939","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

Designing For Intelligence: Intelligence For Designing 为智能而设计:为设计而设计

Proceedings of the 4th International Conference on Human-Computer Interaction and User Experience in Indonesia, CHIuXiD '18 Pub Date : 2018-03-23 DOI: 10.1145/3205946.3205961

G. Fitzpatrick

引用次数: 1