International Conference on Novelties in Intelligent Digital Systems最新文献

TraCon: A novel dataset for real-time traffic cones detection using deep learning TraCon:一个使用深度学习进行实时交通锥检测的新数据集

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2022-05-24 DOI: 10.48550/arXiv.2205.11830

Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios E. Protopapadakis, A. Doulamis, N. Doulamis, D. Kalogeras

引用次数: 13

A Novel Framework Incorporating Augmented Reality and Pedagogy for Improving Reading Comprehension in Special Education 结合增强现实与教学法的特殊教育阅读理解新框架

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210081

Andrianthi Kapetanaki, Akrivi Krouska, C. Troussas, C. Sgouropoulou

引用次数: 3

Toward Personalizing Alzheimer's Disease Therapy Using an Intelligent Cognitive Control System 利用智能认知控制系统实现阿尔茨海默病的个性化治疗

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210077

H. Abdessalem, C. Frasson

{"title":"Toward Personalizing Alzheimer's Disease Therapy Using an Intelligent Cognitive Control System","authors":"H. Abdessalem, C. Frasson","doi":"10.3233/faia210077","DOIUrl":"https://doi.org/10.3233/faia210077","url":null,"abstract":"Subjective cognitive decline is an early state of Alzheimer’s Disease which affects almost 10 million people every year. It results from negative emotions such as frustration which are more present than healthy adults. For this reason, our work focuses on relaxing subjective cognitive decline patients using virtual reality environments to improve their memory performance. We proposed in our previous work a neurofeedback approach which adapts the virtual environment to each patient according to their emotions using a Neural Agent. We found that the Neural Agent can adapt the environment to each participant but have limitations. This work is a continuation of our approach in which we propose a Limbic Agent able to monitor the interactions between the Neural Agent and patients’ emotional reactions, learn from these interactions, and modify the Neural Agent in order to enhance the adaptation to each patient with an Intelligent Cognitive Control System. Our goal is to create a system able to support the Limbic System which is the main area in charge of controlling emotions and creating memory in the human brain. We used data collected form our previous work to train the Limbic Agent and results showed that the agent is capable of modifying the weight of existing rules, generating new intervention rules, and predicting if they will work or not.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121973503","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

Development of an Innovative Learning Methodology Aiming to Optimise Learners' Spatial Conception in an Online Mechanical CAD Module During COVID-19 Pandemic 在COVID-19大流行期间，旨在优化学习者在线机械CAD模块中空间概念的创新学习方法的开发

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210072

Z. Kanetaki, C. Stergiou, C. Troussas, C. Sgouropoulou

{"title":"Development of an Innovative Learning Methodology Aiming to Optimise Learners' Spatial Conception in an Online Mechanical CAD Module During COVID-19 Pandemic","authors":"Z. Kanetaki, C. Stergiou, C. Troussas, C. Sgouropoulou","doi":"10.3233/faia210072","DOIUrl":"https://doi.org/10.3233/faia210072","url":null,"abstract":"The COVID-19 pandemic struck humanity in February 2020. Closures of educational institutions, worldwide, resulted to the creation of emergency remote teaching environments as a substitute to face to face learning. The disruption caused in the academic community has stimulated innovative learning methods within all levels of the educational sector. New parameters affecting knowledge transmission are getting involved while students follow courses apart on a common virtual learning environment. This research is based on a first-semester Mechanical Engineering CAD module in tertiary education. A learning strategy has been applied by reforming the traditional face-to-face leaning mode to a fully remote learning environment. The methods applied have been tested using statistical analysis and have shown to contribute significantly in students’ spatial perception in 2-Dimentional Drawings. The outcomes of this research reveal a novel teaching strategy that improved students’ academic achievements in CAD during the lockdown. Specific aspects can be considered sustainable on their return back to normality.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132527181","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: 5

Intelligence and Intelligent Simulation 智能与智能仿真

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210083

V. Meytus

引用次数: 0

An Introduction to the euPOLIS Project euPOLIS项目简介

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210094

Charalampos Zafeiropoulos, M. Bimpas, Eftychios E. Protopapadakis, Emmanuel Sardis, N. Doulamis, A. Doulamis, C. Maksimovic, Stanislava Boskovic, Ranko Bozovic, Maja Lalic

引用次数: 1

Visual Analytics in Process Mining for Supporting Business Process Improvement 流程挖掘中的可视化分析支持业务流程改进

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210089

Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, A. Voulodimos, G. Miaoulis

{"title":"Visual Analytics in Process Mining for Supporting Business Process Improvement","authors":"Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, A. Voulodimos, G. Miaoulis","doi":"10.3233/faia210089","DOIUrl":"https://doi.org/10.3233/faia210089","url":null,"abstract":"The increasing amounts of data have affected conceptual modeling as a research field. In this context, process mining involves a set of techniques aimed at extracting a process schema from an event log generated during process execution. While automatic algorithms for process mining and analysis are needed to filter out irrelevant data and to produce preliminary results, visual inspection, domain knowledge, human judgment and creativity are needed for proper interpretation of the results. Moreover, a process discovery on an event log usually results in complicated process models not easily comprehensible by the business user. To this end, visual analytics has the potential to enhance process mining towards the direction of explainability, interpretability and trustworthiness in order to better support human decisions. In this paper we propose an approach for identifying bottlenecks in business processes by analyzing event logs and visualizing the results. In this way, we exploit visual analytics in the process mining context in order to provide explainable and interpretable analytics results for business processes without exposing to the user complex process models that are not easily comprehensible. The proposed approach was applied to a manufacturing business process and the results show that visual analytics in the context of process mining is capable of identifying bottlenecks and other performance-related issues and exposing them to the business user in an intuitive and non-intrusive way.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114162369","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: 6

Ambient Intelligence and Smart Environments: A Preliminary Overview 环境智能与智能环境:初步综述

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210074

Maria Poli

{"title":"Ambient Intelligence and Smart Environments: A Preliminary Overview","authors":"Maria Poli","doi":"10.3233/faia210074","DOIUrl":"https://doi.org/10.3233/faia210074","url":null,"abstract":"Nowadays human activities are incoming at a digitalization stage. The introduction of information technology along with new forms of communication, influence a variety of forms of human action and focus mainly on the integration and the convergence of the digital and physical worlds. The use of more intelligent – electronic solutions, improves the lives of people around the world, according to studies carried out on the ingress of new smart technologies. Artificial and Ambient intelligence nowadays getting more and more attention about the development of smart, digital environments. The Smart Cities designed for All must aim to arrange the disparity in cities through smart technology, making cities both smart and accessible to a range of users regardless of their abilities or disabilities. The birth of “Artificial Intelligence” (AI) has facilitated the complex computations for reality simulation the new communication era of wireless 5G, all combined have given the hope for a new and better future, to reverse disability to empower the humans with more capabilities, to be faster than they can ever be, stronger than they can ever dream. This paper provides an overview of Ambient Intelligence and smart environments, as well as how technological advancements will benefit everyday usage by devices in common spaces such as homes or offices, and how they will interact and serve as a part of an intelligent ecosystem by bringing together resources such as networks, sensors, human-computer interfaces, pervasive computing, and so on.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122429028","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

Implementing Hierarchical Indoor Semantic Location Identity Classification: A Case Study for COVID-19 Proximity Tracking in the Philippines 实现分层室内语义位置身份分类:菲律宾COVID-19接近跟踪的案例研究

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210087

I.K.P. Paderes, L. L. Figueroa, R. Feria

{"title":"Implementing Hierarchical Indoor Semantic Location Identity Classification: A Case Study for COVID-19 Proximity Tracking in the Philippines","authors":"I.K.P. Paderes, L. L. Figueroa, R. Feria","doi":"10.3233/faia210087","DOIUrl":"https://doi.org/10.3233/faia210087","url":null,"abstract":"Efforts toward COVID-19 proximity tracking in closed environments focus on efficient proximity identification by combining it with indoor localization theory for location activity monitoring and proximity detection. But these are met with concerns based on existing considerations of the localization theory like costly infrastructure, multi-story support, and over-reliance on sensor networks. Semantic location identities (SLI), or location data stored with additional meaningful context, has become a feasible localizing factor especially in locations that have multiple spaces with different usage from each other. There is also a novel method of classification framework, called hierarchical classification, that leverages the hierarchical structure of the labels to reduce model complexity. The research aims to provide a solution to proximity analysis and location activity monitoring considering guidelines released in a Philippine context that addresses concerns of indoor localization and handling of geospatial data by implementing a hybrid hierarchical indoor semantic location identity classification that focuses on observable events within context-unique locations.","PeriodicalId":234167,"journal":{"name":"International Conference on Novelties in Intelligent Digital Systems","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127759923","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

ActiveCrowds: A Human-in-the-Loop Machine Learning Framework ActiveCrowds:一个人在循环中的机器学习框架

International Conference on Novelties in Intelligent Digital Systems Pub Date : 2021-09-22 DOI: 10.3233/faia210090

Lazaros Toumanidis, P. Kasnesis, Christos Chatzigeorgiou, Michail Feidakis, C. Patrikakis

引用次数: 2