2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)最新文献_第8页

Web Based Application for Ordering Food Raw Materials 基于Web的食品原料订购应用程序

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/ICCSAI53272.2021.9609733

Rita Layona, B. Yulianto, Yovita Tunardi

引用次数: 0

Smart Tourism Services: A Systematic Literature Review 智慧旅游服务:系统文献综述

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609758

E. D. Madyatmadja, Debri Pristinella, Nicklaus Rahardja, Raheliya Br. Ginting

引用次数: 1

Cultural Tourism Technology Used and Themes: A Literature Review 文化旅游技术应用与主题:文献综述

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/ICCSAI53272.2021.9609765

Hendro Nindito, Harjanto Prabowo, Spits Warnars Harco Leslie Hendric, Sfenrianto

引用次数: 0

Development of Stock Market Price Application to Predict Purchase and Sales Decisions Using Proximal Policy Optimization Method 用最接近策略优化方法预测购销决策的股票市场价格应用的发展

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609714

A. A. Gunawan, S. Bilqis Ashifa, R. Y. Rumagit, Heri Ngarianto

{"title":"Development of Stock Market Price Application to Predict Purchase and Sales Decisions Using Proximal Policy Optimization Method","authors":"A. A. Gunawan, S. Bilqis Ashifa, R. Y. Rumagit, Heri Ngarianto","doi":"10.1109/iccsai53272.2021.9609714","DOIUrl":"https://doi.org/10.1109/iccsai53272.2021.9609714","url":null,"abstract":"Stocks are an investment that many investors choose because stocks are able to provide attractive returns. Stock market prices experience fluctuating changes in stock prices from one time to another. Stocks use indicators from technical analysis to evaluate stocks in order to predict stock market price movements. The fluctuation of stock market price fluctuations affects the decision to buy and sell shares where these decisions do not occur every day. In this research, we used deep reinforcement learning algorithm called as the Proximal Policy Optimization method to predict stock buying and selling decisions. The decision to buy and sell shares affects profits. The data used are indicators of technical analysis and historical data. The Proximal Policy Optimization method allows to develop automatic buy and sell decision via iterative policy optimization based on previous sample data to reduce sample complexity. Proximal Policy Optimization method generates rewards to maximize profit. The results of this research indicate that the cumulative profit during the last one year from the results of our deep reinforcement learning approach is an increase compared to the cumulative profit by manual decision approach.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133067086","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

Auto-Tracking Camera System for Remote Learning Using Face Detection and Hand Gesture Recognition Based on Convolutional Neural Network 基于卷积神经网络的基于人脸检测和手势识别的远程学习自动跟踪相机系统

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609744

Daniel Imanuel Sutanto, Verine, M. Salim, Hanry Ham

{"title":"Auto-Tracking Camera System for Remote Learning Using Face Detection and Hand Gesture Recognition Based on Convolutional Neural Network","authors":"Daniel Imanuel Sutanto, Verine, M. Salim, Hanry Ham","doi":"10.1109/iccsai53272.2021.9609744","DOIUrl":"https://doi.org/10.1109/iccsai53272.2021.9609744","url":null,"abstract":"The purpose of this study is to develop an auto-tracking camera used for remote learning with a direct recording classroom video type, which aims to focus on reducing the model's size so that the model can run on devices that have low computational capabilities, such as the use of the Central Processing Unit (CPU). This study used face detection FaceBoxes to detect faces so that auto-tracking can be applied. This study also used hand gesture Unified Gesture and Fingertip Detection, which can be used for doing specific commands towards the camera. The idea to implement this multi-modal is to help the lecturers create a seamless transition during the lecturing process thus the lecturers do not need to worry the their movement that could make the camera pointing to the wrong direction due to the static movement. This study conducted experiments on the number of batch sizes, CNN architecture, and optimizer as well as the IoT protocols. While the model inferences are running on CPU, we used Raspberry Pi for controlling the servo motor to follow the face in the frame by defined protocols. The expected result is that an auto-tracking camera can enhance learning more effectively and study a more accurate model and inference time to do face detection and recognize hand gestures in real-time on CPU devices.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116484775","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

The Influence of UI UX Design to Number of Users Between ‘Line’ and ‘Whatsapp’ UI UX设计对“Line”和“Whatsapp”用户数量的影响

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/ICCSAI53272.2021.9609775

Sartika Devina, Angelica Nadia, Vicky Chen, Alexander A S Gunawan

{"title":"The Influence of UI UX Design to Number of Users Between ‘Line’ and ‘Whatsapp’","authors":"Sartika Devina, Angelica Nadia, Vicky Chen, Alexander A S Gunawan","doi":"10.1109/ICCSAI53272.2021.9609775","DOIUrl":"https://doi.org/10.1109/ICCSAI53272.2021.9609775","url":null,"abstract":"In this modern era, many applications have been used to communicate long distances, both for telephone and chat. UI / UX design in applications affects users, as most of the younger generation prefers an attractive, innovative, and many-choice design, while most of the older generation prefers a simple design appearance. In this research, we discuss the effect of UI / UX design on the number of uses between the LINE and Whatsapp applications. Then we conducted a survey with short questions using Google Forms, where 44 respondents participated in our research, 34 (77.3%) respondents out of 44 respondents used Whatsapp more often. Of 34 respondents, 23 (67.6%) of respondents chose a score of 5 which stated that the WhatsApp application was easy to learn and easy to use, 20 (58.8%) respondents were comfortable using the WhatsApp application by choosing a score of 5, 21 (61.8%) respondents did not experience difficulties in using the features on the Whatsapp application by choosing a score of 1 (not confusing), 14 (41.2%) respondents like the appearance and color selection on the Whatsapp application with a score range of 4–5. The results of the survey show that a good UI / UX design has an effect that can increase the number of users of the application.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125427989","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

RTR AR Photo Booth: The Real-Time Rendering Augmented Reality Photo Booth RTR AR照相亭:实时渲染增强现实照相亭

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/ICCSAI53272.2021.9609795

Muhamad Fajar, Y. Udjaja, Eko Setyo Purwanto, Anderies

引用次数: 1

Estimation of Technology Acceptance Model (TAM) on the Adoption of Technology in the Learning Process Using Structural Equation Modeling (SEM) with Bayesian Approach 基于贝叶斯方法的结构方程模型对学习过程中技术采用的技术接受模型(TAM)的估计

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609773

Elok Fitriani Rafikasari, Nur Iriawan

{"title":"Estimation of Technology Acceptance Model (TAM) on the Adoption of Technology in the Learning Process Using Structural Equation Modeling (SEM) with Bayesian Approach","authors":"Elok Fitriani Rafikasari, Nur Iriawan","doi":"10.1109/iccsai53272.2021.9609773","DOIUrl":"https://doi.org/10.1109/iccsai53272.2021.9609773","url":null,"abstract":"Employing computers in the learning technology becomes very important in every classroom learning activity. In fact, the use of computers technology in classroom, however, is often ignored and very rare. Therefore, it is necessary to do a research on teachers' perception of acceptance in the use of computers technology in their teaching and learning process inside classroom. The most appropriate method to measure the level of acceptance technology adoption is TAM. This method is structured as a hierarchical structure and the analysis requires an appropriate statistical analysis tools, namely SEM. There are some assumptions which must be fulfilled in the SEM analysis, including large sample size, and all of the observed value must be multivariate normally distributed. These requirements are frequently cannot match with the conditions in the real world therefore, SEM would not be applicable. This research was conducted to only 30 teachers on SMP BSS Malang by employing Bayesian SEM which is proposed to overcome the restriction to fulfill the SEM requirement. The results show that technology acceptance during the learning process in this school are influenced by Perceived Ease of Use and Perceived Usefulness which are dominated significantly by Subjective Norm, Innovativeness, Training, Experience and Facilitating Conditions.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122319582","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

Factors that Affect Data Gathered Using Interviews for Requirements Gathering 影响通过面试收集数据的因素

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609706

Edward Rezzky, Hendra, Russell Otniel Tjakra, A. A. Gunawan

{"title":"Factors that Affect Data Gathered Using Interviews for Requirements Gathering","authors":"Edward Rezzky, Hendra, Russell Otniel Tjakra, A. A. Gunawan","doi":"10.1109/iccsai53272.2021.9609706","DOIUrl":"https://doi.org/10.1109/iccsai53272.2021.9609706","url":null,"abstract":"Building software does not rely heavily on the technical side, i.e., coding. There are initial steps that need to be done before constructing the software, that is requirements gathering. Requirements gathering is frequently called as requirements elicitation because the good requirements cannot just be collected from the stakeholders but must be discovered. Therefore, gathering requirements should be done using interviews. While it seems that interviews can be done easily, the interview process can massively impact the result of the software by discovering hidden requirements. This study would like to find out the factors that can affect the data gathered using the interview method by conducting a systematic literature review (SLR). Based on our study, we can conclude that the main factor in the success of an interview relies on the interviewer or the analyst. Since interviewing is a social act, their communication skills will play a big role. Not only that, but the technical standpoint on the interviewing is also considered, with choosing the right structure of the interview and basic knowledge on the problem at hand.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133789527","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

Detrimental Factors of the Development of Smart City and Digital City 智慧城市和数字城市发展的不利因素

2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) Pub Date : 2021-10-28 DOI: 10.1109/iccsai53272.2021.9609783

E. D. Madyatmadja, Betley Heru Susanto, Darian Handoro

{"title":"Detrimental Factors of the Development of Smart City and Digital City","authors":"E. D. Madyatmadja, Betley Heru Susanto, Darian Handoro","doi":"10.1109/iccsai53272.2021.9609783","DOIUrl":"https://doi.org/10.1109/iccsai53272.2021.9609783","url":null,"abstract":"The modern civilization strive to integrate technology into our life more and more everyday. Such technology evolves more and more everyday improving in every aspects of its performance. Every technology used to improve the life quality of its user uses power in order to operate and the power source used varies depending of the item used. Every power source needs fuel and will produce residue and the residue could range from eco friendly to environmental hazard. Government tries to take care of such problems by using smart technologies that are eco friendly to reduce pollution. Now with all those technology used and implemented our lives will also be dependent on such technology and we will try to integrate it into every aspects of our life and in the end the whole human settlement will be integrated with technology in its every aspects eventually it will be called smart city and digital city. The development of both digital city and smart city is never without problems and challenges. This research is hoped to identify and disect the concept of both smart city and digital city to help improve the development process of both concept and reduce the problems encountered by every developers.","PeriodicalId":426993,"journal":{"name":"2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132338507","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