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Int. J. Inf. Syst. Model. Des.最新文献

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WSN-Driven Posture Recognition and Correction Towards Basketball Exercise 基于wsn的篮球运动姿势识别与纠正
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-05-01 DOI: 10.4018/ijismd.300777
Xiangyang Cai
{"title":"WSN-Driven Posture Recognition and Correction Towards Basketball Exercise","authors":"Xiangyang Cai","doi":"10.4018/ijismd.300777","DOIUrl":"https://doi.org/10.4018/ijismd.300777","url":null,"abstract":"In order to enhance the daily training for basketball sport, this paper establishes a human posture estimation framework by using monocular camera and wireless sensor network. First, the daily basketball training images are collected by monocular camera and transmitted through wireless sensor network. Second, the collected images are processed by an observation and reasoning model which is based on component and graph reasoning. The basketball player’s posture is depicted by the rotation invariant features of edge field. The extracted features are used to learn a boosting classifier as the observation model. The experimental results show that the posture recognition rate can achieve more than 88% for basketball player’s action.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124928188","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
Abnormal Emotion Detection of Tennis Players by Using Physiological Signal and Mobile Computing 基于生理信号和移动计算的网球运动员异常情绪检测
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-05-01 DOI: 10.4018/ijismd.300779
Xiaoyan Sun
{"title":"Abnormal Emotion Detection of Tennis Players by Using Physiological Signal and Mobile Computing","authors":"Xiaoyan Sun","doi":"10.4018/ijismd.300779","DOIUrl":"https://doi.org/10.4018/ijismd.300779","url":null,"abstract":"Emotion is an important research topic in the field of sports. The physiological changes caused by emotion have a great influence on the completion of sports. It cannot only fully mobilize the organism and maximize the exercise potential, but also lead to muscle stiffness, movement deformation or muscle contraction weakness. Furthermore, it can affect the completion of exercise. In order to ensure the athlete can keep the best competitive level, it is necessary to estimate the athlete’s emotion before competition. This paper adopts the pulse wave signal to implement the emotion estimation for the athletes. First, the pulse wave signals are collected by using a portable sensor via mobile computing. Then, the collected pulse wave signals are removed noises by wavelet transform. Last, the denoised pulse wave signals are represented as the features in time domain and frequency domain to input into a trained classifier for determining the current emotion status. The experimental results show that the proposed method can recognize more than 90% of the abnormal emotion.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121471297","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
Intelligent Fault Diagnosis for Bridge via Modal Analysis 基于模态分析的桥梁智能故障诊断
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-04-01 DOI: 10.4018/ijismd.313582
W. Zhuang
{"title":"Intelligent Fault Diagnosis for Bridge via Modal Analysis","authors":"W. Zhuang","doi":"10.4018/ijismd.313582","DOIUrl":"https://doi.org/10.4018/ijismd.313582","url":null,"abstract":"Due to natural disasters and man-made reasons, bridges are prone to structural damage during long-term usage, which reduces the associated carrying capacity, increases natural aging, and reduces safety. It is urgent to monitor the health status of bridge structure via intelligent technology. This paper proposes a bridge fault recognition structure. First, the signals of bridge parameter are collected by using distributed sensors. Then, the collected signals are processed by signal processing to extract the features in time and frequency domain. Lastly, the extracted features are used to learn an intelligent classifier. The large margin distribution machine is adopted as a classification model. The experimental results have proven the feasibility of the proposed bridge fault recognition structure.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128788868","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
AI-Driven Virtual Simulation for Packaging Customization 面向包装定制的ai驱动虚拟仿真
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-04-01 DOI: 10.4018/ijismd.313580
Lei He
{"title":"AI-Driven Virtual Simulation for Packaging Customization","authors":"Lei He","doi":"10.4018/ijismd.313580","DOIUrl":"https://doi.org/10.4018/ijismd.313580","url":null,"abstract":"Recently, virtual reality technology has been paid attention to by the researchers from various fields. With the help of virtual reality technology, packaging customization environment can be simulated more intuitively. Thus, the workers can understand the structural layout in the packaging process, be familiar with the packaging workflow, and know how to deal with emergencies. These will effectively solve the impact of workers' misoperation on packaging quality and waste, and also avoid a series of issues caused by careless operations. This paper adopts artificial intelligence (AI) technology to simulate the packaging customization environment. Experiments show that the packaging customization environment can be simulated by AI technology effectively.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133375572","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
Fatigue Monitoring and Recognition During Basketball Sports via Physiological Signal Analysis 基于生理信号分析的篮球运动疲劳监测与识别
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-04-01 DOI: 10.4018/ijismd.313581
Z. Xie
{"title":"Fatigue Monitoring and Recognition During Basketball Sports via Physiological Signal Analysis","authors":"Z. Xie","doi":"10.4018/ijismd.313581","DOIUrl":"https://doi.org/10.4018/ijismd.313581","url":null,"abstract":"Fatigue is a feeling that appears after the human body undergoes excessive physical or mental work. The fatigue may reduce the ability to complete work. When sport fatigue occurs, the athlete's heart load continues to increase, muscles become sore, flexibility is reduced, thinking and judgment become slow, and the athlete is easily irritated. Thus, it is necessary to monitor the athlete's status during sports, such as playing basketball. Generally, the ion current in the body will change when the athlete suffers fatigue. That means the sport fatigue may cause changes in the bioelectric signals of the human body. This paper adopts bioelectric signals to analyze athlete status to prevent sport fatigue during basketball. The experiments on a basketball sport dataset demonstrate the effectiveness of the proposed method.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116275400","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
Fault Recognition for Mechanical Arm by Using Relative Margin SVM 基于相对裕度支持向量机的机械臂故障识别
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-04-01 DOI: 10.4018/ijismd.313576
Dongzhe Yang
{"title":"Fault Recognition for Mechanical Arm by Using Relative Margin SVM","authors":"Dongzhe Yang","doi":"10.4018/ijismd.313576","DOIUrl":"https://doi.org/10.4018/ijismd.313576","url":null,"abstract":"Monitoring and detecting faults during the operation of the manipulator is the prerequisite for fault recognition and safe operation. Accurate classification of mechanical arm faults can support to effectively eliminate mechanical arm faults. In this paper, the authors utilize a relative margin support vector machine (RMSVM) to classify and monitor the faults for mechanical arm. First, the status of mechanical arm are represented a high dimensional vector which consists of the mean, variance, correlation coefficient of the residual momentum signal in time domain, and the wavelet packet energy spectrum in frequency domain. The collected feature vectors for mechanical arm status are used to train RMSVM. A virtual prototype of mechanical arm is used to analyze the changes in the features of the residual momentum caused by fault and evaluate the RMSVM model for future mechanical arm status. The simulation results show that RMSVM can effectively detect the faults during the operation of manipulator.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"19 13","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120965336","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
Network Security Monitoring by Combining Semi-Supervised Learning and Active Learning 结合半监督学习和主动学习的网络安全监控
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-04-01 DOI: 10.4018/ijismd.313578
Yun Pan
{"title":"Network Security Monitoring by Combining Semi-Supervised Learning and Active Learning","authors":"Yun Pan","doi":"10.4018/ijismd.313578","DOIUrl":"https://doi.org/10.4018/ijismd.313578","url":null,"abstract":"In network intrusion and network security monitoring, there is massive data. When using supervised learning method directly, it will cost lots of time to collect labeled samples, which is expensive. In order to solve this issue, this paper adopts an active learning model to detect network intrusion. First, massive unlabeled samples are used to establish a weighted support vector data description model. Then, the most valuable samples are used to improve the performance of network intrusion by combining with active learning, which utilizes labeled samples and unlabeled samples to extend the weighted support data description model in a semi-supervised learning method. The experimental results show that the active learning can utilize minor labeled sample to reduce the cost of manual labeling work, which is more suitable for an actual network intrusion detection environment.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132385513","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
Formalization of Ontology Conceptualizations Using Model Transformation 使用模型转换的本体概念化形式化
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.305229
Malika Boudia, M. Bourahla
{"title":"Formalization of Ontology Conceptualizations Using Model Transformation","authors":"Malika Boudia, M. Bourahla","doi":"10.4018/ijismd.305229","DOIUrl":"https://doi.org/10.4018/ijismd.305229","url":null,"abstract":"Conceptual models are built with concepts and relationships between them to reach a unified view of domain problems. There are many kinds of conceptual models developed in different modeling languages, such as class diagrams and entity-relationship models. In this paper, the authors have developed a specific meta-model following the Ecore standard to define conceptual models. These domain-specific conceptual models can be automatically formalized as domain ontologies using model transformation with the technique of triple graph grammars into ontology formal descriptions in accordance with the defined Ecore meta-model of the language OWL (web ontology language). For ontology deployment, its OWL code may be generated from OWL models using model-to-code transformation guided by Xpand templates. A performance evaluation is realized using a benchmark from the university domain with very large conceptual models. Through the experiments, they validate the performance and we prove the exactness and the scalability of the automatic transformation process of conceptual models.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117070927","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
Language-Agnostic Knowledge Representation for a Truly Multilingual Semantic Web 一个真正的多语言语义网的语言不可知论知识表示
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.297045
Sarika Jain, Anastasiia Kysliak
{"title":"Language-Agnostic Knowledge Representation for a Truly Multilingual Semantic Web","authors":"Sarika Jain, Anastasiia Kysliak","doi":"10.4018/ijismd.297045","DOIUrl":"https://doi.org/10.4018/ijismd.297045","url":null,"abstract":"As the Internet users’ communities and the information on the web are increasing exponentially, that too associated with a wide range of different cultures and languages; meaningful search in a multilingual setting is required. It is crucial to develop a simple to use, granular, and adaptable knowledge representation system that could constitute the core of Semantic Web. It should be well-prepared for multilingual and multicultural settings by virtue of internationalizing the code. In this work, a model for ontology-based language-agnostic Semantic Web application architecture is offered which is independent of today’s heterogeneous encoding of language resources and provides smooth exploitation. The suggested system architecture enables a quick and meaningful search for information independent of the end user’s preferred language and cultural conventions, an easy extension of the application with new information, as well as its easy localization for new language contexts. The model’s usability is proven by a prototype application simulation in the domain of Indian biodiversity.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132085031","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
The Requirement Cube: A Requirement Template for Business, User, and Functional Requirements With 5W1H Approach 需求立方体:使用5W1H方法的业务、用户和功能需求的需求模板
Int. J. Inf. Syst. Model. Des. Pub Date : 2022-01-01 DOI: 10.4018/ijismd.297046
Yasar Ugur Pabuccu, I. Yel, Ayse Berrak Helvacioglu, Büşra Nur Asa
{"title":"The Requirement Cube: A Requirement Template for Business, User, and Functional Requirements With 5W1H Approach","authors":"Yasar Ugur Pabuccu, I. Yel, Ayse Berrak Helvacioglu, Büşra Nur Asa","doi":"10.4018/ijismd.297046","DOIUrl":"https://doi.org/10.4018/ijismd.297046","url":null,"abstract":"Requirements engineering activities are carried out to come up with right and suitable quality requirements. However, problems in requirements engineering remain even though there is a vast amount of requirement elicitation and writing methods. Methods are either too specific for industry application or focus on a specific part of requirements engineering. This paper proposes a new requirement writing template, the 5W1H requirement cube. The template consists of the answers to six questions (Why, Who, When, Where, What, and How) and links business, user, and functional requirements in a hierarchy within the enterprise business architecture. The template was developed in a prominent Islamic Bank in Turkey and tested on a case study. Authors have rewritten three software requirement specification (SRS) documents with new approach and compared them, showing that new approach has more brief and well-organized documents. BOA Cube software has been developed to implement the 5W1H requirement cube approach within the organization.","PeriodicalId":289800,"journal":{"name":"Int. J. Inf. Syst. Model. Des.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129080691","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: 4
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