2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)最新文献

Multi-Scale Electrical Appliance Load Signature for Non-Intrusive Load Monitoring Classification 非侵入式负荷监测分类的多尺度电器负荷特征

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029485

Manith Chou, Kosorl Thourn, Rothvichea Chea

{"title":"Multi-Scale Electrical Appliance Load Signature for Non-Intrusive Load Monitoring Classification","authors":"Manith Chou, Kosorl Thourn, Rothvichea Chea","doi":"10.1109/SKIMA57145.2022.10029485","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029485","url":null,"abstract":"Non-intrusive Load Monitoring is a system that is able to monitor energy consumption and provide a detailed energy breakdown to the end consumer. This paper deals with one cycle of steady-state voltage and current used to construct a voltage-current (V-I) trajectory. After retrieving one cycle signals of voltage and current, the Fourier phase correction technique is applied on them to avoid low accuracy or mismatch in classification d ue to the starting point selection of one period signal. Then, Triangle Area Representation (TAR) at different side lengths is introduced to describe the V-I trajectory of each electrical load appliance. Due to the very high dimensional subspace of TAR signature, it is then beneficial to use principal component analysis for creating a low-dimensional space feature. Finally, the weighted k-Nearest neighbor is employed to classify each type of appliance according to the k-Nearest number. Plug-Load Appliance Identification Dataset is applied in the assessment of the proposed algorithm which shows good performance with high accuracy of 97.43%.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121281830","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

14th International Conference on Software, Knowledge, Information Management and Applications 第十四届软件、知识、信息管理与应用国际会议

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/skima57145.2022.10029454

引用次数: 0

Education Technology: Center of Excellent for Integration MySQL course to University of Health Sciences Students 教育技术:面向健康科学大学学生的MySQL课程集成卓越中心

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/skima57145.2022.10029484

Lattanavong Thammabanvong, Hamed Yaoui, Virasack Rajpho, Daovy Sinthavong, Molina Choummanivong

引用次数: 0

A Novel Framework for Co-designing of An Artificial Intelligence Based Television-enabled Application to Address Social Isolation and Alleviating Loneliness for Older People 共同设计基于人工智能的电视应用程序的新框架，以解决老年人的社会隔离和减轻孤独感

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029400

M. Hasan, Pamela Knight, Marzia Hoque Tania, Abu Kowshir Bitto, Aka Das, Hitesh Punja

{"title":"A Novel Framework for Co-designing of An Artificial Intelligence Based Television-enabled Application to Address Social Isolation and Alleviating Loneliness for Older People","authors":"M. Hasan, Pamela Knight, Marzia Hoque Tania, Abu Kowshir Bitto, Aka Das, Hitesh Punja","doi":"10.1109/SKIMA57145.2022.10029400","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029400","url":null,"abstract":"Ageing is a natural and unavoidable process that all humans go through, and it is marked by a series of typical physical, psychological, and social changes. Increasing social isolation and loneliness are severe yet underappreciated public health risks, affecting people of all ages and backgrounds. Therefore, we propose to co-design a novel Television Enable Application (TEA) for healthy ageing in this study. Our co- designed AI-based television-enabled application (TEA) can adapt to home television, which is universally helpful in enabling older people and others to connect with befriending services. In this paper, we have completed an extensive literature review and propose a framework for co-designing the application with older people. We adopt an agile approach to developing TEA with iterations, inception, and elaboration, of the prototype. Additionally, a co-creation methodology and a quantitative evaluation of social isolation and loneliness will be used to improve the prototype between the inception and elaboration phases and assess the impact of TEA on social isolation and loneliness. To evaluate the effectiveness of befriending and of TEA versus traditional befriending, we propose a series of mixed two (group: traditional versus TEA) x 2(time: baseline and follow-up) ANOVAs tests will be considered for each questionnaire measure to assess if there are any statistically significant changes in scores over time, and between groups with alpha level 0.05. The developed TEA will be capable of addressing loneliness and isolation by connecting ageing people. TEA will also provide older people with a feature to communicate with care services.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115096769","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

Deep Facial Features for Analysing Artistic Depictions - A Case Study in Evaluating 16th and 17th Century Old Master Portraits 分析艺术描绘的深层面部特征——评估16和17世纪早期大师肖像的案例研究

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029439

H. Ugail, Howell Edwards, Timothy J. Benoy, Christopher Brooke

引用次数: 1

An Explainable Real-time Decision Support System for Identifying Fish Diseases and Analysing Water Quality 一种可解释的鱼病识别及水质分析实时决策支持系统

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029415

Nazia Hameed, M. Hassan, M. A. Hossain

{"title":"An Explainable Real-time Decision Support System for Identifying Fish Diseases and Analysing Water Quality","authors":"Nazia Hameed, M. Hassan, M. A. Hossain","doi":"10.1109/SKIMA57145.2022.10029415","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029415","url":null,"abstract":"Fishes account for approximately 15% of the animal protein intake of the human population globally and is the main source of income for some developing countries like Cambodia. Fish is a traditional staple in the Cambodian diet and vital to nutrition and food security. Due to a lack of human resources with expertise in research into detecting fish diseases, breeding, and raising technologies, most farmers are struggling to increase the productivity of fish. In this research work, an intelligent classification framework is proposed for increasing the productivity of fish farmers by providing them with a facility to detect fish diseases along with analyzing the water quality. To understand the problems faced by the local farmers, the research team visited the six fisheries farms in the Takeo Province and collected the requirements. After the identification of the key challenges, a general framework is proposed for the early detection of fish diseases. The proposed framework will help the local farmers to educate them about the fish diseases and help them to improve the fish productivity.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121711879","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

Evaluating Organization's Portfolio of Long-horizon Strategic Action Plans: An Integrated Delphi-DEMATEL-ANP Approach 评估组织的长期战略行动计划组合:综合Delphi-DEMATEL-ANP方法

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029464

Fidero Kuok, Angkeara Bong, M. Promentilla

引用次数: 0

Spatiotemporal Gait Analysis for Cardiovascular Disease 心血管疾病的时空步态分析

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029510

Subhadra Joshi, Santosh Khanal, Rabindra Bista

引用次数: 0

Vibro-vestibular Wheelchair for Vehicle Riding Experience in Immersive Virtual Reality 沉浸式虚拟现实中车辆乘坐体验的振动前庭轮椅

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029404

Vibol Yem, Tsubasa Morita, Y. Ikei

引用次数: 0

Cybersecurity Readiness in Developing Countries:: A Survey to Demonstrate Potential Risks of the Cambodians 发展中国家的网络安全准备情况:一项显示柬埔寨人潜在风险的调查

2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) Pub Date : 2022-12-02 DOI: 10.1109/SKIMA57145.2022.10029467

Md. Alamgir Hossain, Daravichet Tin, Pharino Chum, Tomeng Taing, Siriwat Chhem

{"title":"Cybersecurity Readiness in Developing Countries:: A Survey to Demonstrate Potential Risks of the Cambodians","authors":"Md. Alamgir Hossain, Daravichet Tin, Pharino Chum, Tomeng Taing, Siriwat Chhem","doi":"10.1109/SKIMA57145.2022.10029467","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029467","url":null,"abstract":"This paper presents an investigation into the challenges of cybersecurity readiness in developing countries, particularly for the different age groups of populations in Cambodia. This includes a case study through a survey to demonstrate the potential risk in Cambodia as one of the developing countries. We designed the survey questionnaire considering the theme of - what are the key issues that demonstrate users are the weakest link to cybercriminals. The questionnaire covers personal digital readiness issues related to passwords, phishing, malware, backups, security control of PCs, etc. A wide range of participants from three different age groups demonstrated their understanding of cybersecurity awareness through this survey. The data collected through this survey were analyzed and presented to demonstrate the potential risks of using digital technology in the community in developing countries. It is noted that among various challenges, many users have weaknesses in considering strong and multiple passwords, which is the most important cybersecurity concern for authentication. Finally, the research outcomes provided a recommendation for developing countries, including the demand for personalized learning platforms.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124111667","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