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Cognitive Representation Learning of Self-Media Online Article Quality [article]

Yiru Wang, Shen Huang, Gongfu Li, Qiang Deng, Dongliang Liao, Pengda Si, Yujiu Yang, Jin Xu
2020 pre-print
The automatic quality assessment of self-media online articles is an urgent and new issue, which is of great value to the online recommendation and search.  ...  Different from traditional and well-formed articles, self-media online articles are mainly created by users, which have the appearance characteristics of different text levels and multi-modal hybrid editing  ...  The following question lies to be addressed: How to establish a unified framework to effectively solve the multivariate representation learning of self-media online article quality?  ... 
doi:10.1145/3394171.3413747 arXiv:2008.05658v1 fatcat:kiqenehgvzbozlhod7xajq42tu

Reports of the 2014 AAAI Spring Symposium Series

Manish Jain, Albert Xin Jiang, Takashi Kiddo, Keiki Takadama, Eric G. Mercer, Neha Rungta, Mark Waser, Alan Wagner, Jennifer Burke, Don Sofge, William Lawless, Mohan Sridharan (+2 others)
2014 The AI Magazine  
for Robots, and Social Hacking and Cognitive Security on the Internet and New Media).  ...  with Safe Motivational Systems and Self-Improvement, The Intersection of Robust Intelligence and Trust in Autonomous Systems, Knowledge Representation and Reasoning in Robotics, Qualitative Representations  ...  (2) How might bots be developed that learn effectively from their surroundings on social media? How might we measure their success online?  ... 
doi:10.1609/aimag.v35i3.2550 fatcat:3phsxu5mqzdurft7snmexmpnlu

The interaction between personal and situational factors in developing future engineers' creativity

Aurel Mihail Țitu, Claudiu Pirnau, Mironela Pirnau, L. Slătineanu, G. Nagit, O. Dodun, V. Merticaru, M. Coteata, M.I. Ripanu, A.M. Mihalache, M. Boca, R. Ibanescu (+3 others)
2017 MATEC Web of Conferences  
The purpose of this paper is to analyze the interaction between the technological and the social field. Growth and development require a continuous source of ideas.  ...  This will also be the result of the interactions between the new IT-cloud technologies and other various factors, such as: knowledge, skills, approaches, attention, motivation and intellectual property  ...  (called Smart Outputs) some of the self-learning (Machine Learning), all within a new science entitled Data Science.  ... 
doi:10.1051/matecconf/201711208004 fatcat:vporkj6icnf4rffhdd5mgtnzvm

Instructional Design Framework for Educational Media

Thosporn Sangsawang
2015 Procedia - Social and Behavioral Sciences  
quality of the designed environment.  ...  Educational media had the efficiency at the 82.5/80.5 efficiency criteria, students were learned from the packages achieved significant learning progress at the .05 level and their opinions were at the  ...  quality of the system environment.  ... 
doi:10.1016/j.sbspro.2015.01.445 fatcat:3pq27prbmncqpnfn4ewwh3y6s4

The Dynamic Developing Strategies of the Construction of Self-Management Learners' Identity in Online Teaching Space

Xiaoliang Xiong, Jiapei Wang, Huxiao Li
2021 Converter  
of students' identity and the socialization process of learners' development so as to illustrate the dynamic developing strategies of the construction of self-management learners' identity in online teaching  ...  to online learning space for each student; two platforms refer to the online platform for educational resources and the online platform for educational management), the online teaching space with more  ...  Development and Construction of Hubei Free Trade Zone" (2019GB129).  ... 
doi:10.17762/converter.328 fatcat:dt2o7chwn5aepnrnycdorfza7i

Research on Objective-Oriented MOOC Course Design

Yan Sun
2019 Journal of Physics, Conference Series  
This paper puts forward a Objective-oriented MOOC course design framework model, and discusses the principles of MOOC course design, content selection and organization, and design of learning evaluation  ...  In order to realize the effective use of MOOC, we must start from the teaching objectives of MOOC course and study the course design of MOOC, that is, to design MOOC course based on the objectives.  ...  High-quality Learning Media Resources One of the reasons why MOOC is popular all over the world is that it provides high-quality learning media resources.  ... 
doi:10.1088/1742-6596/1288/1/012069 fatcat:mhhffihjmbhg3nacfhnfgzmgou

Social presence in online discussion groups: testing three conceptions and their relations to perceived learning

Avner Caspi, Ina Blau
2008 Social Psychology of Education  
The correlation between three conceptions of social presence (seen as 1. a subjective quality of a medium that determines the quality of the communication and perception of others, 2. self-projection onto  ...  the group, and 3. identification with the group) and different aspects of perceived learning in online discussion groups were tested.  ...  quality of the medium), self-projection, and social identification correlate in online discussion groups?  ... 
doi:10.1007/s11218-008-9054-2 fatcat:5bttxz7scvby7nxagbvfvvdxhm

Can microlearning strategy assist students' online learning?

Rudi Susilana, Laksmi Dewi, Gema Rullyana, Angga Hadiapurwa, Nanda Khaerunnisa
2022 Cakrawala Pendidikan: Jurnal Ilmiah Pendidikan  
This study explores how microlearning strategies are applied to online learning to minimize students' cognitive load.  ...  In the higher education system, it is essential that educators must carefully consider the learning strategies of students' learning styles and cognitive loads.  ...  ACKNOWLEDGEMENT The authors received grants from the Indonesian Ministry of Research and Technology/ National Agency for Research and Innovation.  ... 
doi:10.21831/cp.v41i2.43387 fatcat:krzw6eju7bfbzlc6eykwtzun6e

Improving online video lectures: learning challenges created by media

Christopher Lange, Jamie Costley
2020 International Journal of Educational Technology in Higher Education  
The use of media within online university courses has been shown to aid the learning process with the delivery of information through various formats.  ...  The results not only highlight existing solutions to these types of media problems but also build on them by suggesting other techniques in which media can be delivered so that the overall online learning  ...  Overall, it has been shown that the delivery of poor-quality visual media has more of a negative effect on the learning process compared to the delivery of high-quality visual media (Leacock & Nesbi,  ... 
doi:10.1186/s41239-020-00190-6 fatcat:svvheusxjjealf3jv4mmeqym4u

Guest Editorial: Cognitive Analytics of Social Media for Industrial Manufacturing

Ali Kashif Bashir, Shahid Mumtaz, Varun G. Menon, Kim Fung Tsang
2021 IEEE Transactions on Industrial Informatics  
The article "A Cognitive Joint Angle Compensation System Based on Self-Feedback Fuzzy Neural Network with Incremental Learning" proposed an online cognitive, joint angle error compensation method based  ...  In addition, they aggregated the content information from social contexts to learn high-quality representations of data.  ... 
doi:10.1109/tii.2020.3028762 fatcat:t7ghwwqy2nb3llnaghl4b6a4mq

Collaborative Innovation of Ideological and Political Education in Colleges and Universities Based on Philosophical Cognitive Thinking

Defang Guan
2018 Educational Sciences: Theory & Practice  
This paper attempts to study the ideological and political education in colleges and universities from the perspective of philosophical cognitive thinking by analyzing the influences of philosophical cognitive  ...  The new media is a form of media based on Internet, mobile communication and digital technology, which provides readers with information and related services via some common terminals.  ...  Figure 2 shows the core themes of cognitive philosophy -cognitive development, cognitive model and cognitive representation, which are divided and integrated from the dynamic, representation and simulation  ... 
doi:10.12738/estp.2018.5.071 fatcat:qxrn5ba2ancyfa5ltlm5krgpcq

Young children and the need for critical literacy and epistemic cognition skills in the post-truth era

Reijo Kupiainen
2022 Zenodo  
In this article, I focus on an aspect of critical literacy that has been neglected in the field of media education, namely epistemic cognition.  ...  I argue that children—even young ones—need to learn epistemic cognition skills and epistemic practices.  ...  Wherever there are media representations, people need epistemic cognition to validate the reality of those representations.  ... 
doi:10.5281/zenodo.6772847 fatcat:hioifxwz5bf4zcvpy63v7s2xzy

Using social media to engage and develop the online learner in self-determined learning

Lisa Marie Blaschke
2014 Research in Learning Technology  
This case study explores the role of social media in promoting cognitive and meta-cognitive learner development while using a heutagogical teaching and learning approach.  ...  This paper presents the findings from the case study, as well as general guidance to instructors for incorporating social media in the online classroom.Keywords: social media; heutagogy; e-learning; self-determined  ...  Conflict of interest and funding This research was sponsored through a grant awarded by the UMUC Faculty Research Program.  ... 
doi:10.3402/rlt.v22.21635 fatcat:duqemami3nft3gy6exybkfeose

Immersive Learning Design (ILD): A New Model to Assure the Quality of Learning through Flipped Classrooms

Hamdy A. Abdelaziz
2014 Open Journal of Social Sciences  
The objective of this paper was to develop an immersive Web-based learning model to assure the quality of learning through the flipped classrooms.  ...  It was also guided pedagogically by active and reflective learning principles that support transforming of the teaching and learning practices from content engagement to cognitive engagement.  ...  Cognitive engagement and the quality of technology have been found to be motivational factors in e-learning environments [20] .  ... 
doi:10.4236/jss.2014.211027 fatcat:bi43eslduvhh3m27z6k5bvckla

Monitoring Indicators of the Developing Potential of Media Materials

2019 Media Education (Mediaobrazovanie)  
in the educational process by the teacher; methods and conditions for the use of media in self-cognitive activity, self-education of students.  ...  The article presents the potential of media material developmental as a set of cognitive, informational, communicative, axiological, hermeneutic, emotional, activity-related resources, the purposeful use  ...  the educational process by the teacher; methods and conditions for the use of media in self-cognitive activity, self-education of students.  ... 
doi:10.13187/me.2019.1.159 fatcat:xbn27slthfbthafuublpzok2m4
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