| TÃtulo : |
17th International Conference, ITS 2021, Virtual Event, June 7–11, 2021, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Cristea, Alexandra I., ; Troussas, Christos, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XVIII, 532 p. 153 ilustraciones, 125 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-80421-3 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Ciencias sociales Inteligencia artificial Aplicación informática en ciencias sociales y del comportamiento IngenierÃa Informática y Redes Red informática IngenierÃa Informática Procesamiento de datos Educación Computadoras y Educación |
| Ãndice Dewey: |
371.334 |
| Resumen: |
Este volumen constituye las actas de la 17.ª Conferencia Internacional sobre Sistemas de TutorÃa Inteligentes, ITS 2021, celebrada en Atenas, Grecia, en junio de 2021. Debido a la pandemia de COVID-19, la conferencia se celebró de forma virtual. Los 22 artÃculos completos, 22 artÃculos breves y otros 18 artÃculos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 87 presentaciones. Conforme al actual movimiento de educación, trabajo y ocio en lÃnea, el tÃtulo de ITS 2021 fue “Sistemas de TutorÃa Inteligente en un mundo en lÃneaâ€. Su objetivo fue presentar los logros académicos y de investigación de las ciencias informáticas y cognitivas, la inteligencia artificial y, debido a su reciente surgimiento, especÃficamente, el aprendizaje profundo en la tutorÃa y la educación. |
| Nota de contenido: |
Theory and Reviews Difficulties and disparities to distance learning during Covid-19 period for deaf students - A proposed method to eradicate inequalities -- Wide-scale Automatic Analysis of 20 Years of ITS Research -- A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs -- Models DiKT: Dichotomous Knowledge Tracing -- CompPrehension - Model-Based Intelligent Tutoring System on Comprehension Level -- Learning Logical Reasoning Using an Intelligent Tutoring System: Improving the Student Model with a data driven approach -- Checking Method for Fake News to Avoid the Twitter Effect -- Comparing Bayesian Knowledge Tracing Model Against Naïve Mastery Model -- Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums -- Concept Maps Creating and Visualising Cognitive Maps of Knowledge Diagnosis During the Processing of Learning Digital Footprint -- Integrating Knowledge in Collaborative Concept Mapping: Cases in an Online Class Setting -- An evaluation of a meaningful discovery learning support system for supporting E-book user in pair learning -- Semantic Comparison of Concept Maps for Structuring Learning Activities -- Student Prediction Next week dropout prediction in MOOCs: weekly assessment of time and learning patterns -- Internet of Things (IoT) Based Support System for Diabetic Learners in Saudi Arabian High Schools -- Training Temporal and NLP Features via Extremely Randomised Trees for Educational Level Classification -- Analysis of Learners' Comments: an Automated Intervention Priority Model for MOOC -- Early Predictor for Student Success Based on Behavioural and Demographical Indicators -- Predicting Certification in MOOCs based on Students' Weekly Activities -- Learner Behaviour Recognizing Novice Learners' Modeling Behaviors -- Novice, and Intermediate Performance: Exploring the Relationship Between Clinical Reasoning Behaviors and Diagnostic Performance -- Agent-based Simulation of the Classroom Environment to Gauge the Effect of Inattentive or Disruptive Students -- Investigating Clues for Estimating ICAP States based on Learners' Behavioural Data during Collaborative Learning -- Behaviour Analytics - A Moodle Plug-in to Visualize Students' Learning Patterns -- Toward an ITS to enhance novice clinician situational awareness based on expert perception behaviors in clinical reasoning -- Feedback and Personalisation Flexible Program Alignment to Deliver Data-Driven Feedback to Novice Programmers -- Interaction of human cognitive mechanisms and "computational intelligence" in systems that support teaching mathematics -- Learning Path Construction Using Reinforcement Learning and Bloom's Taxonomy -- Customizing Feedback using Semantic Clusters -- Voice Privacy with Smart Digital Assistants in Educational Settings -- An Intelligent Tutoring System for Psychomotor Development -- Assessment Automated Assessment of Learning Objectives in Programming Assignments -- Ex-Ante and Ex-Post Feature Evaluation of Online Courses Using the Kano Model -- Automated Summary Scoring with ReaderBench -- Automated Paraphrase Quality Assessment using Recurrent Neural Networks and Language Models -- Groups, Teams, Social, Crowd and Communities XGBoost & Deep Neural Network comparison: The case of teams' performance -- Using Graph Embedding to Monitor Communities of Learners -- The Influence of Five Personality Traits on the Interactive Model of Online Group Formation -- New Horizons on Online Tutoring System Inspired by Teaching Strategies and Learning Styles -- A Comparative Evaluation of the Effect of Social Comparison, Competition, and Social Learning in Persuasive Technology on Learning -- Sovereignty by personalization of information search: collective wisdom influences my knowledge -- Games and Gamification Confusion detection within a 3D adventure game -- Representation of generalized human cognitive abilities in a sophisticated student leaderboard -- Learning and Gamification Dashboards: a Mixed-Method Study with Teachers -- Encouraging Teacher-sourcing of Social Recommendations Through Participatory Gamification Design -- Automatic Adaptive Sequencing in a Webgame -- Towards Smart Edutainment Applications for Young Children. A Proposal -- Do Students Use Semantics When Solving Parsons Puzzles? - A Log-Based Investigation -- Emotions and Affect Tutorial Intervention's Affective Model Based on Learner's Error Identification in Intelligent Tutoring Systems -- A recommender system based on effort: towards minimising negative affects and maximising achievement in CS1 learning -- Evaluation test generator using a list of keywords -- Voice Emotion Recognition in Real Time Applications -- Affect-aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects -- Extended Reality ARDNA: a Mobile App based on Augmented Reality for supporting knowledge exploration in learning scenarios -- Extraction of 3D Pose in Video for Building Virtual Learning Avatars -- A Non-immersive Virtual Reality Application for Children with Autism Spectrum Disorder -- Using Augmented Reality in Computing Higher Education. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
17th International Conference, ITS 2021, Virtual Event, June 7–11, 2021, Proceedings [documento electrónico] / Cristea, Alexandra I., ; Troussas, Christos, . - 1 ed. . - [s.l.] : Springer, 2021 . - XVIII, 532 p. 153 ilustraciones, 125 ilustraciones en color. ISBN : 978-3-030-80421-3 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Ciencias sociales Inteligencia artificial Aplicación informática en ciencias sociales y del comportamiento IngenierÃa Informática y Redes Red informática IngenierÃa Informática Procesamiento de datos Educación Computadoras y Educación |
| Ãndice Dewey: |
371.334 |
| Resumen: |
Este volumen constituye las actas de la 17.ª Conferencia Internacional sobre Sistemas de TutorÃa Inteligentes, ITS 2021, celebrada en Atenas, Grecia, en junio de 2021. Debido a la pandemia de COVID-19, la conferencia se celebró de forma virtual. Los 22 artÃculos completos, 22 artÃculos breves y otros 18 artÃculos presentados en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 87 presentaciones. Conforme al actual movimiento de educación, trabajo y ocio en lÃnea, el tÃtulo de ITS 2021 fue “Sistemas de TutorÃa Inteligente en un mundo en lÃneaâ€. Su objetivo fue presentar los logros académicos y de investigación de las ciencias informáticas y cognitivas, la inteligencia artificial y, debido a su reciente surgimiento, especÃficamente, el aprendizaje profundo en la tutorÃa y la educación. |
| Nota de contenido: |
Theory and Reviews Difficulties and disparities to distance learning during Covid-19 period for deaf students - A proposed method to eradicate inequalities -- Wide-scale Automatic Analysis of 20 Years of ITS Research -- A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs -- Models DiKT: Dichotomous Knowledge Tracing -- CompPrehension - Model-Based Intelligent Tutoring System on Comprehension Level -- Learning Logical Reasoning Using an Intelligent Tutoring System: Improving the Student Model with a data driven approach -- Checking Method for Fake News to Avoid the Twitter Effect -- Comparing Bayesian Knowledge Tracing Model Against Naïve Mastery Model -- Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums -- Concept Maps Creating and Visualising Cognitive Maps of Knowledge Diagnosis During the Processing of Learning Digital Footprint -- Integrating Knowledge in Collaborative Concept Mapping: Cases in an Online Class Setting -- An evaluation of a meaningful discovery learning support system for supporting E-book user in pair learning -- Semantic Comparison of Concept Maps for Structuring Learning Activities -- Student Prediction Next week dropout prediction in MOOCs: weekly assessment of time and learning patterns -- Internet of Things (IoT) Based Support System for Diabetic Learners in Saudi Arabian High Schools -- Training Temporal and NLP Features via Extremely Randomised Trees for Educational Level Classification -- Analysis of Learners' Comments: an Automated Intervention Priority Model for MOOC -- Early Predictor for Student Success Based on Behavioural and Demographical Indicators -- Predicting Certification in MOOCs based on Students' Weekly Activities -- Learner Behaviour Recognizing Novice Learners' Modeling Behaviors -- Novice, and Intermediate Performance: Exploring the Relationship Between Clinical Reasoning Behaviors and Diagnostic Performance -- Agent-based Simulation of the Classroom Environment to Gauge the Effect of Inattentive or Disruptive Students -- Investigating Clues for Estimating ICAP States based on Learners' Behavioural Data during Collaborative Learning -- Behaviour Analytics - A Moodle Plug-in to Visualize Students' Learning Patterns -- Toward an ITS to enhance novice clinician situational awareness based on expert perception behaviors in clinical reasoning -- Feedback and Personalisation Flexible Program Alignment to Deliver Data-Driven Feedback to Novice Programmers -- Interaction of human cognitive mechanisms and "computational intelligence" in systems that support teaching mathematics -- Learning Path Construction Using Reinforcement Learning and Bloom's Taxonomy -- Customizing Feedback using Semantic Clusters -- Voice Privacy with Smart Digital Assistants in Educational Settings -- An Intelligent Tutoring System for Psychomotor Development -- Assessment Automated Assessment of Learning Objectives in Programming Assignments -- Ex-Ante and Ex-Post Feature Evaluation of Online Courses Using the Kano Model -- Automated Summary Scoring with ReaderBench -- Automated Paraphrase Quality Assessment using Recurrent Neural Networks and Language Models -- Groups, Teams, Social, Crowd and Communities XGBoost & Deep Neural Network comparison: The case of teams' performance -- Using Graph Embedding to Monitor Communities of Learners -- The Influence of Five Personality Traits on the Interactive Model of Online Group Formation -- New Horizons on Online Tutoring System Inspired by Teaching Strategies and Learning Styles -- A Comparative Evaluation of the Effect of Social Comparison, Competition, and Social Learning in Persuasive Technology on Learning -- Sovereignty by personalization of information search: collective wisdom influences my knowledge -- Games and Gamification Confusion detection within a 3D adventure game -- Representation of generalized human cognitive abilities in a sophisticated student leaderboard -- Learning and Gamification Dashboards: a Mixed-Method Study with Teachers -- Encouraging Teacher-sourcing of Social Recommendations Through Participatory Gamification Design -- Automatic Adaptive Sequencing in a Webgame -- Towards Smart Edutainment Applications for Young Children. A Proposal -- Do Students Use Semantics When Solving Parsons Puzzles? - A Log-Based Investigation -- Emotions and Affect Tutorial Intervention's Affective Model Based on Learner's Error Identification in Intelligent Tutoring Systems -- A recommender system based on effort: towards minimising negative affects and maximising achievement in CS1 learning -- Evaluation test generator using a list of keywords -- Voice Emotion Recognition in Real Time Applications -- Affect-aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects -- Extended Reality ARDNA: a Mobile App based on Augmented Reality for supporting knowledge exploration in learning scenarios -- Extraction of 3D Pose in Video for Building Virtual Learning Avatars -- A Non-immersive Virtual Reality Application for Children with Autism Spectrum Disorder -- Using Augmented Reality in Computing Higher Education. |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
Hacer una sugerencia Refinar búsqueda17th International Conference, ITS 2021, Virtual Event, June 7–11, 2021, Proceedings / Cristea, Alexandra I. ; Troussas, Christos
