2021 International Conference on Information Systems and Advanced Technologies (ICISAT)最新文献

Mobile Application Based on Augmented Reality to Encourage Tourism at the Wari Willka Museum 基于增强现实的移动应用程序鼓励瓦里威尔卡博物馆的旅游业

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678465

Jonathan Jacobe, Luis Jacobo, K. Salinas, Pedro S. Castaneda, N. Moggiano

引用次数: 1

Building a semantic web services ontology in the pharmaceutical field using the OWL-S Language 使用OWL-S语言构建制药领域的语义web服务本体

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678408

Zaidi Fayçal, Tari Abdelkamel

引用次数: 2

Personalized Nutrition Service for Anti-fatigue Based on Genomics 基于基因组学的抗疲劳个性化营养服务

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678432

Jitao Yang

{"title":"Personalized Nutrition Service for Anti-fatigue Based on Genomics","authors":"Jitao Yang","doi":"10.1109/ICISAT54145.2021.9678432","DOIUrl":"https://doi.org/10.1109/ICISAT54145.2021.9678432","url":null,"abstract":"The fatigue symptoms such as persistent sense of tiredness, low mood, difficult to concentrate, headache, and sleep disorder affects people’s normal working state, learning situation, and sports ability. Therefore, it’s very helpful to find anti-fatigue solutions to keep people in a healthy and vigorous status so that to work, study, and do exercise efficiently. Both genetic and lifestyle factors are related to fatigue. Many genes such as MTR, SHMT1, CAT, NQO1, COMT, ACTN3, Clock, HFE, MTHFR have been identified as being associated with the methylation function, muscle performance, mitochondrial function, erythrocyte characteristics, endocrine hormone, sleep quality, and nutritional requirement, which further affect fatigue. For instance, the lack of sleep can lead to mental fatigue, impaired decision-making and learning ability, the Clock gene is linked with sleep disorders and biological rhythms. Lifestyles such as diet, sport, smoking, history of diseases are also related to fatigue, for instance, vitamin B2 deficiency will affect the tricarboxylic acid cycle and cell respiratory chain, affect the production of energy and the delivery of blood oxygen, stimulate iron deficiency anemia, and lead to systemic fatigue and muscle weakness. In this paper, analyzing the genetic and lifestyle data together, we give a personalized nutrition service for each customer and produce a corresponding personalized product for the customer.","PeriodicalId":112478,"journal":{"name":"2021 International Conference on Information Systems and Advanced Technologies (ICISAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130384776","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

A Swarm Reinforcement Learning Method for dynamic reconfiguration with end-to-end constraints in composite web services 组合web服务中端到端约束动态重构的群强化学习方法

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678445

Abdessalam Messiaid, Rohallah Benaboud, Farid Mokhati, Hajer Salem

{"title":"A Swarm Reinforcement Learning Method for dynamic reconfiguration with end-to-end constraints in composite web services","authors":"Abdessalam Messiaid, Rohallah Benaboud, Farid Mokhati, Hajer Salem","doi":"10.1109/ICISAT54145.2021.9678445","DOIUrl":"https://doi.org/10.1109/ICISAT54145.2021.9678445","url":null,"abstract":"Service composition is an efficient way to fulfill user requirements in service-oriented architecture by combining several web services to perform a specific task. As a result of the dynamic environment of web services, the emergence of many unexpected events can disrupt or affect the quality of services composing a web service and, hence violate the end-to-end constraints. Dynamically reconfiguring the composite web service is essential to dealing with such issues. However, recent reconfiguration methods failed to meet the end-to-end constraints due to the vast number of web services with the same functionality and different nonfunctional features (QoS). This paper proposes a Swarm Reinforcement Learning approach to replace multiple failed services and maintain the original end-to-end constraints. ACO (Ant Colony Optimization) is used to improve the exchange of information between agents based on the Pheromone-Q values, inspired by real ants’ behavior. Experiments are conducted on real data sets and compared with related work methods to prove the efficiency of the proposed approach in terms of constraint satisfaction.","PeriodicalId":112478,"journal":{"name":"2021 International Conference on Information Systems and Advanced Technologies (ICISAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130486737","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

Checklist-based Software Quality Evaluation of Tango Controls 基于检查表的Tango控件软件质量评估

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678411

Alireza Imani, Mohammad Moshirpour, L. Belostotski

引用次数: 0

Fuzzy ontology-based complex and uncertain video surveillance events recognition 基于模糊本体的复杂不确定视频监控事件识别

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678479

Allassane Issa Salaou, Abdelghani Ghomari

{"title":"Fuzzy ontology-based complex and uncertain video surveillance events recognition","authors":"Allassane Issa Salaou, Abdelghani Ghomari","doi":"10.1109/ICISAT54145.2021.9678479","DOIUrl":"https://doi.org/10.1109/ICISAT54145.2021.9678479","url":null,"abstract":"Nowadays, video surveillance systems are part of our daily life, because of their role in ensuring the security of goods and people this generates a huge amount of video data. Thus, several research works based on the ontology paradigm have tried to develop an efficient system to index and search precisely a very large volume of videos. Due to their semantic expressiveness, ontologies are undoubtedly very much in demand in recent years in the field of video surveillance to overcome the problem of the semantic gap between the interpretation of the data extracted from the low level and the high-level semantics of the video. Despite its good expressiveness of semantics, a classical ontology may not be sufficient for good handling of uncertainty, which is however commonly present in the video surveillance domain, hence the need to consider a new ontological approach that will better represent uncertainty. Fuzzy logic is recognized as a powerful tool for dealing with vague, incomplete, imperfect, or uncertain data or information. In this work, we develop a new ontological approach based on fuzzy logic. All the relevant fuzzy concepts such as Video_Objects, Video_Events, Video_Sequences, that could appear in a video surveillance domain are well represented with their fuzzy Ontology DataProperty and the fuzzy relations between them (Ontology ObjectProperty). To achieve this goal, the new fuzzy video surveillance ontology is implemented using the fuzzy ontology web language 2 (fuzzy owl2) which is an extension of the standard semantic web language, ontology web language 2 (owl2).","PeriodicalId":112478,"journal":{"name":"2021 International Conference on Information Systems and Advanced Technologies (ICISAT)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131925767","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

[Copyright notice] (版权)

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/icisat54145.2021.9678488

引用次数: 0

ML-SLA-IoT: an SLA Specification and Monitoring Framework for IoT applications ML-SLA-IoT:物联网应用的SLA规范和监控框架

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678460

Staifi Noureddine, B. Meriem

{"title":"ML-SLA-IoT: an SLA Specification and Monitoring Framework for IoT applications","authors":"Staifi Noureddine, B. Meriem","doi":"10.1109/ICISAT54145.2021.9678460","DOIUrl":"https://doi.org/10.1109/ICISAT54145.2021.9678460","url":null,"abstract":"Service level agreement (SLA) is a formal contract between a service provider and a service consumer to guarantee the Quality of service (QoS) expectations, it is used in all areas of information technology, such as Cloud Computing, Internet of Things (IoT), networks and Web services. For IoT applications, the main challenges are: (1) how to describe the SLA terms, such as QoS properties, service levels, penalties in SLA violation, (2) how to monitor these terms, and (3) how to integrate an SLA into all the IoT application layers. Therefore, in this paper, we propose ML-SLA-IoT, a framework for SLA specification and monitoring. It covers the entire layers of an IoT application. It describes precisely QoS levels, provided services, and obligations. It differs from other SLA specification languages in the specification of user preferences, the use of microservices (for reusability, dynamism and ease of integration) and ML-SLA (multi-level metrics and QoS according to existing constraints and user preferences). Furthermore, ML-SLA-IoT monitors SLA terms in an automatic and decentralised manner using smart contracts and blockchain technologies without the intervention of the third-party. Finally, we present a comparative study and experiments with existing solutions regarding to some criteria for SLA specification and monitoring. Our results show that ML-SLA-IoT gives better performance in terms of dynamic pricing, obligation combination, and SLA monitoring.","PeriodicalId":112478,"journal":{"name":"2021 International Conference on Information Systems and Advanced Technologies (ICISAT)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116406346","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: 3

Convolution Neural network based Marine Predator Algorithm for COVID-19 detection 基于卷积神经网络的海洋捕食者COVID-19检测算法

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678468

Khelili Mohamed Akram, Slatnia Sihem, K. Okba

引用次数: 3

Analysis of Student’s Achievement through Educational Data Mining 基于教育数据挖掘的学生成绩分析

2021 International Conference on Information Systems and Advanced Technologies (ICISAT) Pub Date : 2021-12-27 DOI: 10.1109/ICISAT54145.2021.9678406

M. Rahman, Md Imtiaz Ahmed, Mohammed Shakhawat Hossain

引用次数: 2