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Towards more Reliable Transfer Learning [article]

Zirui Wang, Jaime Carbonell
2018 arXiv   pre-print
The first challenge is combining domain similarity and source reliability by proposing a new transfer learning method that utilizes both source-target similarities and inter-source relationships.  ...  Multi-source transfer learning has been proven effective when within-target labeled data is scarce.  ...  Note that we can set different labeled-data fractions for source domains to model diverse reliabilities. Reliable Multi-source Transfer Learning Competing Methods.  ... 
arXiv:1807.02235v1 fatcat:tm3i4w3nnjbxrc4ubzfhbrr6nm

Validating E-learning factors affecting training effectiveness

Hyochang Lim, Sang-Gun Lee, Kichan Nam
2007 International Journal of Information Management  
The purposes of this research are twofold: (1) To discover the determinants of effective online training and; (2) To reveal how those variables affect learning performance and transfer performance, two  ...  By reviewing design factors that affect traditional offline training, and defining factors affecting online training, we seek to identify their effects on learning performance and transfer performance.  ...  H8-1: More reliable continuous learning culture will lead to better learning performance. H8-2: More reliable continuous learning culture will lead to better transfer performance. 2.1.6.  ... 
doi:10.1016/j.ijinfomgt.2006.08.002 fatcat:rszvzluiizc4zasv2wz46wntne

Knowledge Transfer and Firm's Performances in Learning Organization

Mohamad Asrul Fikri Mohamad Taupik, Che Zainab Abdullah
2017 International Journal of Academic Research in Business and Social Sciences  
sharing to be much more effective.  ...  The problem statements of this study are related with the unaware of brainstorming method for knowledge transfer, lack of mentoring in the learning organization, and poor usage of technologies in the learning  ...  RESULTS Reliability Analysis The reliability test was performed on each dimension to determine their internal consistency, hence their reliability.  ... 
doi:10.6007/ijarbss/v7-i8/3296 fatcat:mb3yvyqkwvgk7bra3epksfkdpe

Ascertaining Dimensions of Organizational Learning Capabilities (OLC) in Academic Library

Mohd Shamsul Mohd Shoid, Norliya Ahmad Kassim
2013 International Journal of Academic Research in Business and Social Sciences  
Organizational learning capabilities (OLC) and knowledge performance are both very important in an organization.  ...  The study is significant for librarians to improve and enhance their learning capabilities and knowledge in the academic library.  ...  These dimensions are: Transfer of Knowledge According to Muhammad Karim et al. (2012) employees are advised to learn more in order to provide better situation and rapid growth of organization.  ... 
doi:10.6007/ijarbss/v3-i7/76 fatcat:vaupbjm7ozhm5a7trcy63ud6ci

Effect of the Van Hiele Model in Geometric Concepts Acquisition: The Attitudes towards Geometry and Learning Transfer Effect of the First Three Grades Students in Jordan

Tahani Al-ebous
2016 International Education Studies  
engineering and test learning transfer effect.  ...  <p class="apa">This study aimed to investigate the Effect of the van Hiele model in Geometric Concepts Acquisition, and the attitudes towards Geometry and learning transfer of the first three grades students  ...  Test of learning transfer effect: The researcher prepared a test of learning transfer in Math subject in the geometry unit.  ... 
doi:10.5539/ies.v9n4p87 fatcat:uytbdz3ylvgb3b4ehj4det2ykq

Reorganization of Agricultural Extension toward Green Agriculture

Mohammad S. Allahyari
2009 American Journal of Agricultural and Biological Science  
The purpose of the present study was to identify the most appropriate characteristics for extension organization toward green agriculture in Iran context.  ...  supporting green agriculture collaboration among research, extension, education organizations, farmers' associations, NGOs, rural credit agencies, transportation companies, considering local groups and learning  ...  Fundamental reforms in extension, moving away from hierarchical (top-down) transfer of information or advice, towards a 'mutual learning' process can help better design of relevant research, enhanced uptake  ... 
doi:10.3844/ajabssp.2009.105.109 fatcat:s5ikjcr6wbc3navkqixqnjsm34

Effectiveness of Construction Safety Hazards Identification in Virtual Reality Learning Environment

Nurshamshida Md Shamsudin, Faizah Abdul Majid
2019 Environment-Behaviour Proceedings Journal (E-BPJ)  
One of the reasons is due to the weak pedagogy, lack of technology integration, and hazardous learning environment that lead towards low learning performance and practicing safety procedures.  ...  To conclude, virtual reality learning environment offers effective learning platforms for millennials.Keywords: safety hazards; occupational safety and health; virtual reality;eISSN: 2398-4287 © 2019.  ...  In other words, knowledge transfer is not equivalent to training transfer or the application of learned concepts in practice.  ... 
doi:10.21834/e-bpj.v4i12.1802 fatcat:y34g75icr5e3lmjk4zx7yh2tiy

Semantic memory for contextual regularities within and across scene categories: Evidence from eye movements

J. R. Brockmole, M. Le-Hoa Vo
2010 Attention, Perception & Psychophysics  
Because the learning trials were same for all participants, in no analysis were the main effects or interactions involving transfer condition reliable (all ps . .22).  ...  In contrast, a clear shift of gaze toward the target was observed in the predictable condition [F(2,18) 5 14.3, p , .001], again indicating some degree of transfer of learning.  ... 
doi:10.3758/app.72.7.1803 pmid:20952779 fatcat:jmrk3c7winbwri5uyoqur3x45q

Page 598 of School Science and Mathematics Vol. 61, Issue 541 [page]

1961 School Science and Mathematics  
Is recall the principal criterion of learning? If so, is it to be ver- batim? Are there degrees or levels of recall? Is transfer a better criterion?  ...  They do not take the place of, or remove the need for, studies directed toward determining the status of education, toward finding a consensus, or toward identifying trends.  ... 

Mechanism Between Organizational Support Factors and Motivation to Transfer: Mediating Role of Self-Efficacy

Zeshan Ahmer, Muhammad Aamir, Majid Ali, Muhammad Usman
2020 Journal of Business and Social Review in Emerging Economies  
their learned skills.  ...  The study found both organizational and supervisor support as contributing factors towards motivation to transfer through self-efficacy.  ...  The above discussion concludes that transfer literature examines these variables separately with motivation towards transfer training.  ... 
doi:10.26710/jbsee.v6i4.1529 fatcat:3y4ldsmf55djtfbp5v4gijj7oq

Android-Assisted Mobile Physics Learning Through Indonesian Batik Culture: Improving Students' Creative Thinking and Problem Solving

Shabrina Shabrina, Heru Kuswanto
2018 International Journal of Instruction  
The results showed that Android-assisted mobile physics learning, supported by local batik culture, is feasible for high school physics learning.  ...  The learning materials were based on local batik-making culture and included physics material on heat.  ...  However, nowadays, a gap has appeared between the need for creativity and its implementation, especially in school education, which is oriented more toward the development of intelligence than of creativity  ... 
doi:10.12973/iji.2018.11419a fatcat:o7mqryd6cvghfjxq4qktfllcru

Academia Capabilities, Knowledge Transfer Programme Mechanism and Performance

Roselina Ahmad Saufi, Zatul Karamah A. B. U., Rosle Mohidin, Roslinah Mahmud, Durrishah Idrus
2019 Management Studies  
In summary, all the significant capabilities have indirect positive impact towards KTP performance.  ...  Knowledge transfer (KT) is an attempt by an entity to copy and utilize an explicit type of knowledge from another entity.  ...  Reliability tests. Reliability evaluates the consistency of the measuring instrument towards whatever concept it is measuring (Hair et al., 2010; Hair et al., 2017) .  ... 
doi:10.17265/2328-2185/2019.02.002 fatcat:gdebc7klhzgwvc25wtyjqzdd64

Training Transfer Evaluation in the Public Administration of Catalonia: The MEVIT Factors Model

Carla Quesada-Pallares
2012 Procedia - Social and Behavioral Sciences  
The study provides a reliable tool to measure what facilitates and what hinders learning transfer and, therefore, the areas of improvement for an efficient and cost-effective training in the PAC.  ...  We developed the MEVIT model, a 40 items, 5-point Likert scale questionnaire measurings the factors affecting learning transfer.  ...  Discussion The results show that the MEVIT model is valid, reliable and allows us to measure learning transfer indirectly, specifically by the factors influencing transfer.  ... 
doi:10.1016/j.sbspro.2012.05.372 fatcat:eglknxlypfamhgfga5m2ekqgoa

Short Article: Recognition and Attention Guidance during Contextual Cueing in Real-World Scenes: Evidence from Eye Movements

James R. Brockmole, John M. Henderson
2006 Quarterly Journal of Experimental Psychology  
Mirror reversals produced a cost as the eyes initially moved toward the position in the display in which the target had previously appeared.  ...  Learned scenes were then unexpectedly mirror reversed, spatially translating visual features as well as the target across the display while preserving the scene's identity and concept.  ...  These results again indicate that the initial mirror reversal led to a search cost, but that some transfer of learning to the mirror-reversed stimuli occurred. , a level of performance that did not reliably  ... 
doi:10.1080/17470210600665996 pmid:16769618 fatcat:ngh45ddko5egnobetklzb6cq2a

Paying Attention to Intention to Transfer in Faculty Development Using the Theory of Planned Behavior

Tejinder Singh, Willem De Grave, Jaishree Ganjiwale, Arno Muijtjens, Cees van der Vleuten
2014 American Journal of Educational Research  
'attitudes towards behavior', 'perceived control over behavior' and 'subjective norms', which was used to predict intention to transfer.  ...  Discussion: Attitudes towards behavior and perceived control over behavior had greater influence over intention to transfer compared to subjective norms.  ...  This means that faculty development should enable the transfer of learning to the workplace.  ... 
doi:10.12691/education-2-6-5 fatcat:7ucs7z4xyzcg7bxhp4xbabsahm
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