Medicine is constantly generating new imaging data, including data from basic research, clinical and epidemiology, health administration insurance organizations, public services, non-conventional sources such as social media, Internet applications, etc. Healthcare professionals have gained the integration of big in many ways, tools for decision support, improved research methodologies, treatment efficacy, personalized care. Finally, there are significant advantages saving resources...

With the rising interest over last decade, automated graphology has emerged as a promising filed of research, providing new insights on personality traits prediction basis handwriting analysis. Although, few practical solutions to automate extraction features and exist in literature. This work aims contribute closing gap by proposing novel mobile application that uses robust feature machine learning models predict big five traits. Our findings, based high correlations between characteristics...

A smart city can be defined as a community in which citizens, businesses and institutions work collaborative environment. At time when the Internet is most used medium world, collaboration university (SU) based on learning (CL) one of best practices to create practical environment for acquire share knowledge; it relevant concept that adopts interactions promote modern methods between teams learners. More specifically, may recommended refine ensure learner participation communication In this...

High dropout rates globally perpetuate educational disparities with various underlying causes. Despite numerous strategies to address this issue, more attention should be given understanding and addressing student emotions during classes. This lack of focus adversely affects learner engagement retention rates. While previous studies on online learning have primarily emphasized the effectiveness technology, infrastructure, cognition, motivation, economic benefits, there is still a gap in...

In recent years, social networks have experienced strong growth in both size and popularity. One of the main characteristics these systems is their reliance on users as primary contributors content. This dependence makes best targets for malicious behavior. an effort to preserve community value ensure long term success, proposed approach based use honeypots discover profiles networks. Inspired by security researchers who used observe analyze activity networks, this method uses trap users....

Personality traits analysis is becoming an attracting and challenging topic in the field of Artificial Intelligence. Moreover, with inflation Deep Neural Networks, many researches are being conducted this subject showing significant results achievements. This paper a focused survey on personality using Networks. In work we collected research papers from six databases: IEEE Digital Library, Springer Link, Science Direct, Scopus, JStore Web for modeling application Machine Learning technique...

The digital identity is the representation of an active entity (Person, actor), it's used by most systems to allow access resources. When users are involved in many domains they should hardly remember a lot authentication criterions for every access. They exist management that aim solve issues relation with identity. However, problem identification process and Cross-Domain target use. In this work, we analyze existing within laws identity, which make roadmap managing identities migration...

Integrating digital into the DNA of their business model is an essential part success for companies across industries today. The transformation has become a critical management issue and requires new ways managerial thinking. In this context, we address specificity projects compared to IT in general, propose specific project method while respecting life cycle projects. To do this, adopt methodology based on describing characters as type projects, defining existing methods making comparative...

Digitization is a catalyst for transforming traditional university when human intelligence mainly invoked in learning practices, towards an that dematerialized by using Artificial Intelligence (AI) and which integrates intelligent platforms namely MOOCs. Admittedly, the boasts of has served many techniques years. However, content organization higher education should change with evolution needs society, these requirements have emerged Smart University System (SUS) conforms to City (SC)...

Deep Learning Artificial Neural Networks has pushed forward researches in the field of pattern recognition, furthermore human handwriting recognition. From online to offline approach, signature verification, writing or writer identification, segmentation features extraction, a multitude (ANNs) models are applied process. This paper focuses on literature review recognition with ANN's over last decade. We propose an exploratory analysis 294 research papers collected from five indexed engines:...

يعد التعلم عن بعد أحد أساليب التدريس والتعلم التي تم تبنيها جائحة كوفيد 19. مهمة جذب ومعرفة اهتمام المتعلمين إلى الفصل صعبة على الأساتذة. في هذا البحث، قمنا بإنشاء آلية لتقدير مستويات مشاركة الطلاب احاسيسهم حيث نستخدم البيانات المرئية من مقاطع الفيديو المرسلة طرف المشاركين دورات نظرًا لوجود العديد الطرق لقياس الطلاب. نقوم بمعالجة هذه الفيديوهات لتحديد مقدار واكتشاف عواطفهم. لقد نظامنا وتجريبه، الذي مكننا تقييم انتباه وتحديد توضح النتائج أنه الممكن قياس المشاركة المشاعر استغلالها اتخاذ قرارات...

Internet technologies evolution, from Web 1.0 to web 2.0 and 3.0, has led us towards the definition of new requirements be considered in design development application. It is important note that depending solely on request satisfy user need not effective. Indeed, emergence many researches related study behaviour enhanced retrieval information effectiveness. Typically, context profile are main elements characterize user. Hence, we aim through this contribution build a rich provide him...

The Internet of Things (IoT) stands at the forefront latest generation information technology advancements, signifying a crucial juncture in integration digital and physical domains.This is pivotal, facilitating plethora transformative services that substantially enhance user experiences by seamlessly melding virtual elements.However, rapid proliferation IoT also brings to fore range challenges, particularly realms security, simplicity, data integration.These challenges pose significant...

The interactions in the world of web and possibilities offered by information communication technologies are becoming increasingly unlimited at same time produce large volumes data. management classification these data becomes difficult Many areas. smart city seeks nature to facilitate complexity urban life which faces problems challenges posed due diversity plurality sectors (political, economic, social, administrative, cultural, etc.), Identify problem producing selecting relevant...

The changes in urban lifestyles, impose new production processes, research of the creativity, and development digital technologies. These offer a range services for citizens infrastructure city, through diverse platforms innovation concept "smart city". offers sustainable solutions modern cities by invention information communications But, front diversification unlimited expansion on web, user becomes incapable to manage this quantity information. Specifically, tourism sector, users are...

Abstract The health sector collects a very large amount of data, hence the diagnostic process processes and varied data type which makes analyzing these complicated, specifically healthcare sector, mental is composed by various criteria. However, forecast in modern life becomes important. To this end, proposed work aims to analyze patient based on their represented symptoms, order help clinicians practitioners classify refine depression disorder “characterized” patients intelligently, make...

The main evolution of web services and its exploitation enforce new security challenges, especially in terms digital identity life cycle management. A set Identity Management Systems exist to deal with these identities, order improve users' experience gain secure access. Today we are faced a large number heterogeneous management approaches. In our study treated several systems, among those, present isolated model, centralized federated model user centric model. system makes proof it...