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The Effects of Communication Networks on Students' Academic Performance: The Synthetic Approach of Social Network Analysis and Data Mining for Education

Yasaman Mastoory, Saeedeh Rajaee Harandi, Neda Abdolvand
2016 International Journal on Integrating Technology in Education  
In this study, a combined approach of social network analysis and educational data mining (decision tree method) was used to study the impact of communication networks, behavior networks and the combination  ...  of these two networks on students' academic performance considering the role of factors such as computer self-efficacy, age, gender and university.  ...  Student at the center of a friendship network is more likely to help others and get help from them.  ... 
doi:10.5121/ijite.2016.5403 fatcat:eg3her2sfnal5gp43phhzvsibe

Interaction Patterns in Web-based Knowledge Communities: Two-Mode Network Approach

Wouter Vollenbroek, Sjoerd de Vries
2016 Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
We conducted a content analysis and a network analysis on big social data to identify the patterns in two Facebook-groups which were focused on educational development.  ...  The importance of web-based knowledge communities (WKCs) in the 'network society' is growing.  ...  Participants increasingly ask for help from their colleague-students instead of teachers, which underlines the benefits of a web-based knowledge community.  ... 
doi:10.5220/0006035701000107 dblp:conf/ic3k/VollenbroekV16 fatcat:gclc54y67vgx7ilqvljdrjvf3m

Semantic knowledge networks in education

Arnold Kiv, Vladimir Soloviev, Elena Tarasova, Tetyana Koycheva, Katrina Kolesnykova, S. Semerikov, S. Chukharev, S. Sakhno, A. Striuk, V. Osadchyi, V. Solovieva, T. Vakaliuk (+3 others)
2020 E3S Web of Conferences  
This is a new discipline that implements the principles of sustainable development of education.  ...  The method of constructing a semantic knowledge network allows us to analyze the connections between educational disciplines: "Economic Cybernetics", "Algorithms and Programming" and "Calculus".  ...  In article [36] discusses the potential Semantic Web for teacher education.  ... 
doi:10.1051/e3sconf/202016610022 fatcat:cxezrvvclbalzo25qr6uynyufm

The Impact of the New Web 2.0 Technologies in Communication, Development, and Revolutions of Societies

Ashraf Darwish, Kamaljit I. Lakhtaria
2011 Journal of Advances in Information Technology  
In lase years with all of the attention paid to social networks (SN) and Web 2.0 tools these days, it is important to both explore their uses and evaluate their effectiveness in supporting communication  ...  Some challenges of SNs and Web 2.0 have been overviewed.  ...  set of low level rules.  ... 
doi:10.4304/jait.2.4.204-216 fatcat:twyadka6dvffnndemd6h2yfy4e

Lessons learned on student engagement from the nature of pervasive socio‐digital interests and related network participation of adolescents

Milla Kruskopf, Kai Hakkarainen, Shupin Li, Kirsti Lonka
2020 Journal of Computer Assisted Learning  
Educational implications of these results are discussed when it comes to effective student engagement and connected learning. connected learning, digital engagement, egocentric networks, interest, pervasive  ...  The data not only qualitatively enrich the picture on adolescents' friendship-and interestdriven socio-digital participation but also provide new perspectives on the phenomena through the added network-layer  ...  It is easier and cheaper than ever today to collect quantitative, big data.  ... 
doi:10.1111/jcal.12506 fatcat:h6xkubbaczay7lxqq3suo7s3zi

Spam, Opinions, and Other Relationships: Towards a Comprehensive View of the Web Knowledge Discovery [chapter]

Bettina Berendt
2011 Advanced Topics in Information Retrieval  
: the full cycle of Knowledge Discovery, which ranges from application understanding via data understanding, data preparation, modeling and evaluation to deployment.  ...  Web mining" or "Web Knowledge Discovery" is the analysis of Web resources with data-mining techniques such as classification, clustering, association-rule or graph-structure methods.  ...  Acknowledgements I thank my students and colleagues from various Web Mining classes for many valuable discussions and ideas. In particular, I thank the members of the  ... 
doi:10.1007/978-3-642-20946-8_3 fatcat:dzzvsoiizbb3terfovfzojtqbi

Multidimensional State Data Reduction and Evaluation of College Students' Mental Health Based on SVM

Han Peiqing
2022 Journal of Mathematics  
the network behavior data, combined with the labeled data of mental state to derive the sample data set for model experiments.  ...  mental health status of college students based on data reduction and support vector machines was proposed.  ...  obtained from the questionnaire platform and the web access log data obtained from the log server database; all the data have strict control over the privacy of students not to be leaked, such as psychological  ... 
doi:10.1155/2022/4961203 doaj:21e0fcc7a7bf4820b6f4ee59c50a20ac fatcat:3duzrsoqwrbb5lqxwa2ghh3lxm


2004 World Futures : Journal of General Evolution  
Quite often, racial and class divide separates teachers from students and parents, which makes loyalty to school authorities socially unacceptable.  ...  There are customary levels of work that normally yield an equivalent of an "A" or a "B," and if a teacher violates these levels, students perceive it as unfair raising the price of a grade measured in  ... 
doi:10.1080/02604020490431564 fatcat:jhflxnjxu5ak3lnlrerdrva6qm

Georgia Journal of College Student Affairs

Georgia College Personnel Association (GCPA)
2021 Georgia Journal of College Student Affairs  
Student Affairs (GJCSA) aims to promote scholarly work and perspectives from graduate students, practitioners, and scholars, reflecting the importance of professional and academic research and writing  ...  in higher education.  ...  Since students benefit from a sense of belonging, this level of need is significant for CSEFC.  ... 
doi:10.20429/gcpa.2021.370201 fatcat:ajpchbcqebfjhpxqzkuy3wswlq

Minds Online: The Interface between Web Science, Cognitive Science and the Philosophy of Mind

Paul Smart, Robert Clowes, Richard Heersmink
2017 Foundations and Trends® in Web Science  
Acknowledgements All: The authors would like to thank two anonymous reviewers for their valuable insights and comments on an earlier version of the present review.  ...  A particularly interesting class of knowledge machine is concerned with the processes of knowledge discovery.  ...  Wheeler thus argues that we should focus on educating extended cognitive systems and allow students to use technology when they are taking exams.  ... 
doi:10.1561/1800000026 fatcat:jm4j623u5bhsdkqkerxc4tzite

Combining software agents and gaming through student play, an educational module in Agent SocialMetric

Antonieta Kuz, Mariana Falco, Roxana Silvia Giandini
2017 2017 XLIII Latin American Computer Conference (CLEI)  
The objective of this article is to make known the educational module Student Play that allows to establish interactive games with students to educate in values through conversational agents, and that  ...  is embedded in a web tool called Agent SocialMetric.  ...  The emerging technologies mark fluctuations in global trends and 21st century skills [6] such as internet of things, learning analytics, augmented reality, games, social networks, big data, and machine  ... 
doi:10.1109/clei.2017.8226475 dblp:conf/clei/KuzFG17 fatcat:xujzu3sglzbmdf3i2eaphmm2ua

A psychobiological model for managing student engagement in online courses using gamification principles

Leon James
2016 Webology  
An instructional architecture illustrates the combination of gamification strategies that we currently use in our online classes.  ...  It involves task collaboration, group chat, and social networking affordances. A list of 22 game mechanics is defined and applied to online instructional activities.  ...  These educational attempts in virtual instructional environments rely on integrating social networking for collaboration and communication among students.  ... 
doaj:2085391a5a6d45e58e75271d7e8fefeb fatcat:iullr6e3mfcivlp2avoa6yah6a

An Interview Study of Social and Psychological Effects Upon Students in Malaysia and England

Muhammad Nadzif Ramlan
2022 Aristo  
as this study focuses on a case study to acquire unique experience by the participants.Three students are from Malaysia with and the remaining two are from England with different educational degree backgrounds.The  ...  This study aims to explore the psychological and social effects of social media upon students at higher learning institutions in Malaysia and The United Kingdom.The study is done via qualitative approach  ...  Aidah Abdul Karim from Faculty of Education, Universiti Kebangsaan Malaysia for assisting me with the tips about qualitative methodology.  ... 
doi:10.24269/ars.v10i2.4124 fatcat:vaw4kwzxffdzxa722fwtb65ctm

"It's Friendship, Developing Friendship": A Teacher Action Research Study on Reading Buddies

Joan Ziolkowski
1999 Networks An Online Journal for Teacher Research  
That reading buddies is also about friendship was the surprise discovery that emerged from the very first transcript analysis, and would be supported by all the data to follow.  ...  Our first buddy class, Marg Ridley's, is a grade two, with 22 students of many different levels of reading ability.  ... 
doi:10.4148/2470-6353.1242 fatcat:x37qvllinrceplqc63ww3e4ub4

Exploring the Impact of Reality Pedagogy: Understanding its Implementation on Urban Immigrant Students

Tanzina Taher, Felicia Moore Mensah, Christopher Emdin
2017 Universal Journal of Educational Research  
Implications relate to the importance of developing community within science classrooms for immigrant students.  ...  The three emergent themes that were generated and observed among the two participants indicated that the implementation of the first two tools of reality pedagogy increased the two immigrant students'  ...  Introduction Research in the field of education of immigrant students indicates that immigrant students "conceptualize [class] participation in ways that differ from the bulk of the literature, and these  ... 
doi:10.13189/ujer.2017.051101 fatcat:gyv7ltpv7nbqtap2ox32x2prlm
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