2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)最新文献_第3页

SVM-RBF Kernel Learning Model for Activity Recognition in Smart Home 面向智能家居活动识别的SVM-RBF核学习模型

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704919

Zhi-Wei Chou, Ying-Kai Lu, Ke-Nung Huang

引用次数: 0

Compass4SL: a Service for Sharing Problems and Solutions for the Elderly at Home Compass4SL:为居家长者提供问题及解决方案的服务

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704941

Kazuki Unigame, Daiki Takatsuki, S. Saiki, Masahide Nakamura, K. Yasuda

引用次数: 1

Learning Inertial Measurement Error Compensation in GPS Signal Shielded Using LSTM 学习LSTM屏蔽GPS信号的惯性测量误差补偿

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704926

Yu-Fan Wu, Guo-Shing Huang, M. Kao

{"title":"Learning Inertial Measurement Error Compensation in GPS Signal Shielded Using LSTM","authors":"Yu-Fan Wu, Guo-Shing Huang, M. Kao","doi":"10.1109/SNPD51163.2021.9704926","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704926","url":null,"abstract":"GPS (Global Positioning System) is an indispensable technology in vehicle positioning and navigation. Now the GPS positioning technology is very mature and is developing towards high-precision and high-reliability technology. However, the stability of GPS needs to be improved. This paper uses RTK (Real Time Kinematic) real -time dynamic differential positioning technology that can improve GPS accuracy, as well as basic simple inertial navigation components such as gyroscopes, accelerometers, and magnetic compasses as GPS. Compensation during interruption improves the reliability of GPS positioning. However, the error of the long-term inertial navigation system accumulates over time, which seriously affects the navigation accuracy, and the accuracy of the simple sensor output is not high. Therefore, this paper proposes a neural network-like learning scheme that uses LSTM to achieve high-precision and reliable positioning. We use cars to collect the XY position coordinate data of the original vehicle around the urban area without difference and with difference positioning. Use MATLAB offline operation to calculate λ (longitude), Φ (latitude) and use the data measured by integrated inertial elements to assist navigation in the road section that is shielded by GPS signals. And use LSTM deep learning to correct its errors, and then compare with and without differential positioning methods to get a more optimized path map to achieve the compensation effect.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116467892","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

Research and Design of Single Phase Inverter Based on Fuzzy PID Control 基于模糊PID控制的单相逆变器研究与设计

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704969

Xuebin Qin, Xing Nian, Weipeng Gao

引用次数: 3

Characterizing Smart Systems with Interactive Personalization 用交互个性化表征智能系统

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704998

Takuya Nakata, S. Saiki, Masahide Nakamura

{"title":"Characterizing Smart Systems with Interactive Personalization","authors":"Takuya Nakata, S. Saiki, Masahide Nakamura","doi":"10.1109/SNPD51163.2021.9704998","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704998","url":null,"abstract":"The personal adaptation of services, in which a system provides services according to the preferences and needs of individual users, is a key to the realization of the emerging Society 5.0. The personal adaptation of systems has been implemented through personal settings by users. However, it is very difficult for users who are not familiar with ICT to manually define the settings that meet their needs. In this paper, we therefore propose a new notion of smart system: Smart System with Interactive Personalization (SSIP). In SSIP, the system and the user have continuous and interactive conversations during the system operation. In the dialogue, the user tells his or her needs and the system introduces its functions. In this way, the user and the system understand each other and dynamically co-create personal settings. In this paper, in order to define SSIP, we present three functional requirements that the system must meet. We also characterize SSIP from the quality viewpoint by quality in use of the international standard SQuaRE. Finally, as a case study, we take the Mind Monitoring Service being developed by our group, and apply the proposed SSIP framework to individual adaptation of the incentive provision feature.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116898411","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

Interactive ChatBots for Software Engineering: A Case Study of Code Reviewer Recommendation 软件工程中的交互式聊天机器人:代码审稿人推荐的案例研究

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704950

Noppadol Assavakamhaenghan, R. Kula, Kenichi Matsumoto

{"title":"Interactive ChatBots for Software Engineering: A Case Study of Code Reviewer Recommendation","authors":"Noppadol Assavakamhaenghan, R. Kula, Kenichi Matsumoto","doi":"10.1109/SNPD51163.2021.9704950","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704950","url":null,"abstract":"Recommendation systems have played a large role in the Software Engineering research landscape. Applications have ranged from source code elements, APIs and reviewer recommendations, with techniques borrowed from the Information Retrieval, and Machine Learning domains. In recent times, there has been work into a new method of interaction, which is ChatBots, especially for Software Engineering. Early work has been aimed at using bots for mining software repositories, providing task-oriented feedback for the software developer. In this work, we would like to take the ChatBots one step forward, but using them inconjunction with recommendation systems to provide an interactive experience for recommendations. As a case study, we focus on the existing reviewer recommendation systems, and propose how using a ChatBot may enhance the solution, to provide a more accurate and realistic recommendation for the practitioner. In the end, we highlight the potential and next steps to utilize ChatBots into existing Software Engineering recommendation systems.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116849230","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

Integrated Hamming Coding Operation to Reversible Data Hiding Scheme for Encrypted Images 基于汉明编码的图像可逆隐藏算法

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704934

Yi-Hui Chen, Pei-Yu Lin

引用次数: 1

Web-based systems for inventory control in organizations: A Systematic Review 组织中基于网络的库存控制系统:系统回顾

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704993

Gunther Misahuaman, Alfredo Daza, Emily Zavaleta

{"title":"Web-based systems for inventory control in organizations: A Systematic Review","authors":"Gunther Misahuaman, Alfredo Daza, Emily Zavaleta","doi":"10.1109/SNPD51163.2021.9704993","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704993","url":null,"abstract":"Currently, large companies in the sales and warehouse environment, there are realities where they perform their inventories in a physical way, is have technological service, therefore, not running a stock management, etc. That is why Web Systems or Web Applications for inventory control, is very important for the efficiency of the areas they represent in small, medium and large organizations, where a change is reflected through the use of web technologies. The objective of a Web System is to manage the different processes that are represented in a company, where primarily based on their requirements, it is necessary to study, analyze, apply, validate, all the factors that compose it, and thus generates an impact, with the benefit of generating cost savings in hardware and software, and as a result there is efficiency, at the same time can include all the needs of the business. Therefore, the present work aims to collect and review the approaches made for the implementation of a Web System, the various methodologies or frameworks and frameworks that are used in the implementation of web systems, from a literature review and an analysis of the current state of the art of web systems. Eighty-five articles were found and 26 articles were selected, including those meeting the inclusion and exclusion criteria corresponding to the research questions. As a result, we obtained the proposed information, as a proposal for a Web system that can be implemented and evaluated later in another research.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115653187","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

Which Dependency was Updated? Exploring Who Changes Dependencies in npm packages 哪个依赖项被更新了?探索是谁改变了npm包中的依赖关系

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704933

Vittunyuta Maeprasart, Ayano Ikegami, R. Kula, Kenichi Matsumoto

{"title":"Which Dependency was Updated? Exploring Who Changes Dependencies in npm packages","authors":"Vittunyuta Maeprasart, Ayano Ikegami, R. Kula, Kenichi Matsumoto","doi":"10.1109/SNPD51163.2021.9704933","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704933","url":null,"abstract":"Nowadays, software development increasingly depends on third-party library packages to reuse functionality and save the costs of building themselves. Since dependency is constantly evolving, developers struggle to update dependencies. In this work, we take the first exploration into the responsibility of updating a dependency. Analyzing 89,393 npm packages, we mine the repositories to understand who is the person responsible (i.e., dependency author) for the library update and whether or not the spread of responsibility of updating has an impact on what libraries will get updated. Our results show that 64.24% packages have only one dependency author who is responsible for the dependency. Furthermore, the number of dependency authors correlates with dependency changes, hinting that updating dependencies correlates with having more responsible developers. Lastly, we find that npm packages with just a single dependency author update different libraries compared to those with more dependency authors.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130202413","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

Human Resource Analysis Based on Used Libraries in Eclipse Projects on GitHub 基于GitHub上Eclipse项目中使用库的人力资源分析

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704958

Wilson Chukwu Emmanuel, Akito Monden

引用次数: 0