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THE TRANSITION FROM INTELLIGENT TO AFFECTIVE TUTORING SYSTEM: A REVIEW AND OPEN ISSUES

Muhammad Asif Hasan, Nurul Fazmidar Mohd Noor, Siti Soraya Abdul Rahman, Mohammad Mustaneer Rahman
2020 IEEE Access  
INTELLIGENT TUTORING SYSTEM An intelligent tutoring system (ITS) convey a one-toone teaching technique with the aim to provide personalization in teaching with respect to help students to improve their  ...  An Intelligent Tutoring System (ITS) is a computerized learning system that attempts to mimic human tutors and provide personalized instructions to students (one-one tutoring) by capturing and analyzing  ... 
doi:10.1109/access.2020.3036990 fatcat:po3sveb2lzb4bcqto56xgvyyeq

Automated Disengagement Tracking Within an Intelligent Tutoring System

Su Chen, Ying Fang, Genghu Shi, John Sabatini, Daphne Greenberg, Jan Frijters, Arthur C. Graesser
2021 Frontiers in Artificial Intelligence  
This paper describes a new automated disengagement tracking system (DTS) that detects learners' maladaptive behaviors, e.g. mind-wandering and impetuous responding, in an intelligent tutoring system (ITS  ...  AutoTutor is a conversation-based intelligent tutoring system designed to help adult literacy learners improve their reading comprehension skills.  ...  AutoTutor-ARC is a web-based intelligent tutoring system with 30 lessons focusing on building reading comprehension strategies (Graesser et al., 2016b) .  ... 
doi:10.3389/frai.2020.595627 pmid:33748746 pmcid:PMC7971516 fatcat:4qxfzfqajbgvlkkgsrxpqepege

Multi-Dimensional Analysis to Predict Students' Grades in Higher Education

Eslam Abou Gamie, Samir Abou El-Seoud, Mostafa Salama, Walid Hussein
2019 International Journal of Emerging Technologies in Learning (iJET)  
This model categorizes the features according to their relativeness to the teaching style and to the student activities on an Electronic Learning system.  ...  This study allows the detection of the correlation the features in different dimension.  ...  A Comparative Analysis of Mining Techniques for Automatic Detection of Student's Learning Style. 10th International Conference on Intelligent Systems Design and Applications (pp. 877-882). [4] Fatos Xhafa  ... 
doi:10.3991/ijet.v14i02.9905 fatcat:6tfmrci3dva5jergm6a33pydce

Front Matter: Volume 9290

Proceedings of SPIE, Ryszard S. Romaniuk
2014 Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2014  
an introduction to consistent references in big data storage systems [9290-65] 9290 2W Online 3D face reconstruction with incremental Structure From Motion and a regressor cascade [9290-67] 9290  ...  four-wave mixing in the 1310-nm wavelength domain [9290-133] 9290 0Y Impact of fiber ring laser configuration on detection capabilities in FBG based sensor systems [9290-134] 9290 0Z Inscription  ... 
doi:10.1117/12.2182444 fatcat:hxxtkzmbxbe4xne5urxbvtlnvi

A Hybrid Teaching Mode Based on Machine Learning Algorithm

Jinjin Liang, Yong Nie
2020 Open Artificial Intelligence Journal  
Capturing learners' learning behavior data becomes easy both from the traditional classroom and online platform.  ...  the learners' performance with high accuracies.  ...  Without their diligent work, the present paper would not have been accomplished.  ... 
doi:10.2174/1874061802006010022 fatcat:aevorxgf2bfnfiothv3f7k32te

An approach for scaffolding students peer-learning self-regulation strategy in the online component of blended learning

Rasheed Abubakar Rasheed, Amirrudin Kamsin, Nor Aniza Abdullah
2021 IEEE Access  
Research on supporting students' selfregulation in the online component of blended learning has been on the rise, but these approaches have primarily focused on designing systems and techniques to support  ...  The study involves forming online peerlearning groups based on learning potential and affinity structures; leveraging the design of learning system features to instigate group dynamic elements for facilitating  ...  Intelligent tutoring systems designed to replicate human tutors are capable of offering contextual and intelligent help through direct feedbacks or hints.  ... 
doi:10.1109/access.2021.3059916 fatcat:4xbye4wksrerpblxhqzbf3yewe

Multimodal Technologies in Precision Education: Providing New Opportunities or Adding More Challenges?

Umar Bin Qushem, Athanasios Christopoulos, Solomon Sunday Oyelere, Hiroaki Ogata, Mikko-Jussi Laakso
2021 Education Sciences  
To identify the impact that emerging multimodal technologies have on personalized education, we reviewed recent implementations and applications of systems (e.g., MOOCs, serious games, artificial intelligence  ...  The added value of PE is also extended beyond the online digital learning context, as positive outcomes were also identified in blended/face-to-face learning scenarios, with multiple connections being  ...  (2007) Bayesian networks (AI) Artificial intelligence Web-based education Student behavior: learning styles Detection of student different dimension of learning styles [65] Stevens  ... 
doi:10.3390/educsci11070338 fatcat:6ztde4w27vhnpje6iquv2zvpyu

The future of crowd work

Aniket Kittur, Jeffrey V. Nickerson, Michael Bernstein, Elizabeth Gerber, Aaron Shaw, John Zimmerman, Matt Lease, John Horton
2013 Proceedings of the 2013 conference on Computer supported cooperative work - CSCW '13  
Drawing on theory from organizational behavior and distributed computing, as well as direct feedback from workers, we outline a framework that will enable crowd work that is complex, collaborative, and  ...  But it is also possible that crowd work will fail to achieve its potential, focusing on assembly-line piecework.  ...  Online tutoring systems, perhaps augmented with human tutoring, could provide a path toward delivering more scalable education to the public at large [6, 146] .  ... 
doi:10.1145/2441776.2441923 dblp:conf/cscw/KitturNBGSZLH13 fatcat:7undmemywjerffevqaihza5yqq

Toward Personalized XAI: A Case Study in Intelligent Tutoring Systems [article]

Cristina Conati, Oswald Barral, Vanessa Putnam, Lea Rieger
2020 arXiv   pre-print
Tutoring Systems (ITS).  ...  We present the design of the explanation functionality and the results of a controlled study to evaluate its impact on students' learning and perception of the ACPS hints.  ...  Our research focuses on the latter and, in this paper, we present a case study that investigates the need for personalization for XAI in Intelligent Tutoring Systems (ITS).  ... 
arXiv:1912.04464v4 fatcat:xu6hpunve5awto2o4ncylx3gp4

Front Matter: Volume 11176

Ryszard S. Romaniuk, Maciej Linczuk
2019 Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019  
These two-number sets start with 00, 01, 02, 03, 04,  ...  using a Base 36 numbering system employing both numerals and letters.  ...  intelligence for cellular networks optimization vi Proc. of SPIE Vol. 11176 1117601-6 Improvement of the learning process of the automated speaker recognition system for critical use with HMM-DNN component  ... 
doi:10.1117/12.2540673 fatcat:dcw56lfu2vhtvbysxcw22ukfbu

What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? [chapter]

Mohammad Khalil, Martin Ebner
2016 Learning, Design, and Technology  
On the other side with the use of Learning Analytics, powerful tools become available which mainly aim to enhance learning and improve learners performance.  ...  Massive Open Online Courses (MOOCs) are the road that led to a revolution and a new era of learning environments.  ...  tutoring systems, mobile learning and MOOCs".  ... 
doi:10.1007/978-3-319-17727-4_3-1 fatcat:ly4643zfc5cvhk5isfrdzxj27q

Human-machine hybrid peer grading in SPOCs

Yong Han, Wenjun Wu, Yitao Yan, Lijun Zhang
2020 IEEE Access  
The real dataset is collected from the Computer Network Experiments tutoring system, with a total 724 students.  ...  INTRODUCTION S MALL private online courses (SPOCs) are a version of massive open online courses (MOOCs) that are used locally by on-campus students.  ... 
doi:10.1109/access.2020.3043291 fatcat:fvruc46mpfdkre4aj4hkx3vxmy

ATG Special Report--The Charleston Library Conference Fast Pitch 2016

Ann Okerson, Katina Strauch, Steve Goodall
2016 Against the Grain  
This will include information on tutoring centers found at the Libraries, De-Stress for Success activities, etc.  ...  There I paired up with a Professor of Environmental Engineering, Dr. Sam Masri, and a PhD student, Preetham Manjunatha, with a focus on computer science and vision detection software.  ... 
doi:10.7771/2380-176x.7565 fatcat:mnxrslecvzcwrcyplcrmqkuluq

Digital Pathology: The Time Is Now to Bridge the Gap between Medicine and Technological Singularity [chapter]

Consolato M. Sergi
2019 Interactive Multimedia [Working Title]  
Different from binary digital electronic computers based on transistors where data are encoded into binary digits (bits) with two different states (0 and 1), quantum computing uses quantum bits (qubits  ...  Challenges, such as high bandwidth requirement, electronic platforms, the stability of the operating systems, have been targeted and are improving enormously.  ...  I am honored to work with Professor Solez, whose contributions to digital pathology and artificial intelligence have been inspiring to me.  ... 
doi:10.5772/intechopen.84329 fatcat:ng2qouuzzbd3bn7jzxruyyltv4

Convivial Ambient Technologies: Requirements, Ontology and Design

P. Caire, L. van der Torre
2009 Computer journal  
We illustrate our arguments and contributions with a running example on the use of ambient technologies in digital cities, as a prototypical example where material reality such as ambient technologies  ...  interacts with virtual and social realities.  ...  The use of conviviality for intelligent tutoring systems The system proposed by Gomes et al. [77] provides a recommendation service of student tutors for computational learning environments.  ... 
doi:10.1093/comjnl/bxp012 fatcat:6l5hpodeqfbrtmgoqx4ssxwamq
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