Text and Illustration Based Scenario Expressions for Conveying Failure Knowledge

Author(s):  
Yotaro Hatamura ◽  
Kensuke Tsuchiya

Our “Study of Failure” has shown the effects of failure case illustration and text based diagonal scenario expression to successfully convey the essence of failure cases to the reader. A well drawn failure case illustration generates a good image of the failure event in the readers mind, thus succeeds in passing the failure knowledge to the reader. A carefully produced diagonal scenario expression has the same effect. We demonstrated the power of these two fundamentally different representations through an experiment: A failure case illustration alone was shown to a group of people who were asked to define a diagonal scenario expression for the case. The reverse test started from a diagonal scenario expression to reach an illustration that the group had no prior knowledge about. Our tests showed that people can produce a fairly good representation in the other form starting from either an illustration or a diagonal scenario alone.

2017 ◽  
Vol 76 (7) ◽  
pp. 1666-1675 ◽  
Author(s):  
Mateus Pimentel Matos ◽  
André Baxter Barreto ◽  
Gabriel Rodrigues Vasconcellos ◽  
Antonio Teixeira Matos ◽  
Gustavo Ferreira Simões ◽  
...  

Despite the fact that several authors consider the available measurement methods of hydraulic conductivity (ks) suitable for a good representation of the bed condition and clogging potential in horizontal subsurface flow constructed wetlands, others have questioned their adequacy. In this work, hydraulic conductivity measurements with conventional and modified methods were undertaken in two small full-scale units, one planted with cattail (Typha latifolia) and the other unplanted. Both units had already been operating for seven years and showed a high degree of clogging. It was observed that the use of the falling head method, with the introduction of the tubes during the test, provided results without a clear spatial trend. On the other hand, tests done on monitoring wells inserted during construction time showed, as expected, ks increasing with the horizontal distance from the inlet, but without reflecting actual field conditions. It was observed that, as the bed became more clogged, the use of the reported methods became more complex, suggesting the need of other methodologies. The use of planted fixed reactors (removable baskets installed in the bed) with evaluation of ks at constant head in the laboratory showed potential for the characterization of the hydrodynamic properties of the porous medium.


Author(s):  
Venkat Venkatasubramanian

We compare the predictions of our theory with empirical income data from a dozen different countries. We define a new measure of inequality, called the non-ideal inequality coefficient. We show that Norway is close to ideal inequality for the bottom 99% of the population while the U.S. is the most non-ideal at the other extreme. The other countries are in between these two. We find it remarkable that the Scandinavian societies have discovered the near-ideal share by themselves in practice without any prior knowledge of even its existence.


2021 ◽  
Author(s):  
◽  
Margaret Franken

<p>Research on second language teaching and learning has to date focused primarily on the major skills of reading, writing, listening, and speaking but has treated them as relatively separate areas of investigation. By contrast this research investigates the role of one skill, speaking, in the performance of another, writing. The study investigates the effect of an instructional sequence that aimed to prepare upper high school students (Form 6/Grade 12) to write better argument essays. The sequence was experienced by the students in two ways. One way was for students to engage in talk with a peer before and during writing. The other way was for students to work in a solitary way. Qualitative data analysis compared the writing scores gained by students on two sets of variables: one to indicate the quality of text in general terms (Hamp-Lyons, 1986) and the other to indicate quality of text in terms of specific features of argument: claims, elaboration of claims, grounds and elaboration of grounds (Toulmin, 1958; Toulmin, Rieke and Janki, 1984). The results of the qualitative analysis indicate that opportunity to work with a peer before and during writing had a limited and specific effect on the texts that students wrote. Positive effects for opportunity to talk were seen in the quantity of grounds-related material, but only when students wrote texts that appeared to require more content and domain-specific knowledge (Alexander, Schallert and Hare, 1991). It appeared that talk could operate to help students access relevant prior knowledge (Alexander, Schallert and. Hare, 1991) to support the claims made in their argument texts. Working in a solitary way resulted in significantly better mean scores for linguistic accuracy and complexity. This finding is not consistent with claims made in the output hypothesis (Swain, 1985; Swain, 1995; Swain and Lapkin, 1995). One explanation is that students working together may not have been 'pushed' to consider aspects of language form in attempts to communicate meaning. Another is that this did occur but consideration of form did not transfer to subsequent writing. Another variable that appeared to influence writing quality was the level of resourcing provided for the writing task. Access to textual resources (input in the form of cohesive and linear text) appeared significantly to affect all three of the general measures of text quality, suggesting that textual input is a valuable linguistic and rhetorical resource for writers. When students' texts were analysed specifically for frequency of features of argument, different effects were found for levels of resourcing. Claims and elaboration of claims were most affected by the semi-resourced form of input represented by fact sheets (lists of propositions). Students appeared to make use of input in the form of fact sheets for meeting claim-like requirements in their texts. This might have been because the fact sheets represented information in a way that required the least amount of transformation to be accessible and useful. Analysis of transcript data was carried out on three selected pairs of students to explore the nature of the talk which produced significant and positive results. The type of talk associated with the pair that showed the greatest scores was qualitatively different in terms of the amount and topic of substantive talk and the frequency of responses to initiations. The talk also operated to push each participant, particularly the weaker of the two, to respond, explain and elaborate. The fact that the weaker student in the most productive pair made use of what he articulated suggested that, for him, the talk appeared to set the discourse parameters of the writing task. In addition, the results of the study pointed to the fact that speaking with a partner, particularly a more expert partner, before and during writing can bring positive effects particularly for drawing on relevant prior knowledge thereby enhancing content and domain-specific knowledge. A proficient and interactionally expert partner can promote discussion of relevant prior knowledge useful for supporting claims made in argument texts. The analysis of transcript data indicates that few students show interactional proficiency and that this may prove a worthwhile focus for pedagogy. The present study supports the line of research in collaborative learning (Cohen, 1994) as it has explored the conditions under which positive effects on writing are likely to occur. Research may profitably continue to explore the features of successful interaction and the conditions that successful interaction creates, particularly as it enables better writing. Not only are conditions worthy of further research, so too are effects, as they are likely to operate on different aspects of writing and in different genres. Constraints operating particularly in the area of argument need to continue to be explored empirically. The present study has concluded with the belief that there is still much to know in the relationship between speaking and writing. For this reason, teachers may do well to pay careful consideration to the way in which pair and group tasks are managed in the classroom. This entails the provision of guidance and support for the participants so that purposeful interaction occurs.</p>


2014 ◽  
Vol 61 (1) ◽  
pp. 98-104
Author(s):  
Marija Ropič

Learning letters is associated with a long-term learning. Two basic models are present in obtaining letters in a systematic literacy in Slovenia and abroad. One represents a separate acquisition of the uppercase and lowercase printed letters (sequentially) and the other deals with letters simultaneously. In practice, teachers often asked themselves, especially in times of reforms in literacy, which model of the acquisition of the letters in initial literacy is more efficient. The research focused on the effect of the two most frequently chosen procedures for acquiring letters of structured literacy in Slovenia, namely the simultaneous treatment of the uppercase and lowercase printed letters (lowercase cursive letters and upper-case cursive letters) and consecutive treatment of letters (uppercase printed letters, lowercase printed letters, lowercase cursive letters, and at last, uppercase printed letters). Furthermore, the focus of the research was on the impact of gender on the ability to write. The incidence of errors was observed in terms of selected procedures for acquiring the letters in groups and gender. At the same time, the effect of consolidation of writing individual letters (uppercase and lowercase printed letters in 2nd class, and lowercase and uppercase cursive letters in 3rd class), was examined. Key words: literacy, the process of acquiring letters, 2nd class, 3rd class, prior knowledge, writing skills.


2020 ◽  
Author(s):  
Christopher Holder ◽  
Anand Gnanadesikan

Abstract. Controls on phytoplankton growth are typically determined in two ways: by varying one driver of growth at a time such as nutrient or light in a controlled laboratory setting (intrinsic relationships) or by observing the emergence of relationships in the environment (apparent relationships). However, challenges remain when trying to take the intrinsic relationships found in a lab and scaling them up to the size of ecosystems (i.e., linking intrinsic relationships in the lab to apparent relationships in large ecosystems). We investigated whether machine learning (ML) techniques could help bridge this gap. ML methods have many benefits, including the ability to accurately predict outcomes in complex systems without prior knowledge. Although previous studies have found that ML can find apparent relationships, there has yet to be a systematic study that has examined when and why these apparent relationships will diverge from the underlying intrinsic relationships. To investigate this question, we created three scenarios: one where the intrinsic and apparent relationships operate on the same time and spatial scale, another model where the intrinsic and apparent relationships have different timescales but the same spatial scale, and finally one in which we apply ML to actual ESM output. Our results demonstrated that when intrinsic and apparent relationships are closely related and operate on the same spatial and temporal timescale, ML is able to extract the intrinsic relationships when only provided information about the apparent relationships. However, when the intrinsic and apparent relationships operated on different timescales (as little separation as hourly to daily), the ML methods underestimated the biomass in the intrinsic relationships. This was largely attributable to the decline in the variation of the measurements; the hourly time series had higher variability than the daily, weekly, and monthly-averaged time series. Although the limitations found by ML were overestimated, they were able to produce more realistic shapes of the actual relationships compared to MLR. Future research may use this type of information to investigate which nutrients affect the biomass most when values of the other nutrients change. From our study, it appears that ML can extract useful information from ESM output and could likely do so for observational datasets as well.


2001 ◽  
Vol 24 (4) ◽  
pp. 672-673
Author(s):  
Evan Heit

The great advantage of Tenenbaum and Griffiths's model is that it incorporates both specific and general prior knowledge into category learning. Two phenomena are presented as supporting the detailed assumptions of this model. However, one phenomenon, effects of diversity, does not seem to require these assumptions, and the other phenomenon, effects of sample size, is not representative of most reported results. [Tenenbaum & Griffiths]


2018 ◽  
Vol 7 (3) ◽  
Author(s):  
Sean Borle

Sammurtok, Nadia.  The Caterpillar Woman. Inhabit Media, 2016In The Caterpillar Woman, Nadia Sammurtok tells a traditional Inuit version of “the princess and the frog” story. A kind young woman, Piujuq, trades coats with a woman who is cold. When she puts on the other woman’s coat she turns into a caterpillar. She lives alone because she thinks that no one will want to be around her until an older hunter sees past her strange exterior and marries her. Through the magic of an ancient drum beater, they are “rewarded for their kindness and unconditional love” and become young, strong and beautiful again. The language is too difficult for a picture book, so an older person would need to read this to small children. While the cover design is strangely uninviting and sad, not making the reader want to pick up the book, the rest of the illustration is well done. The pictures convey creepiness where appropriate, such as the darkness of the inside of a tent at night and many sweeping tundra landscapes.In the same way that this book’s cover is not a good representation of its content, the main health message in this book is “don’t judge a book by its cover” or learn to look past superficial physical differences to see the person, their character, and their abilities. The secondary message is that we should be kind to people, no matter what their appearance. These are good lessons for young children to learn. I highly recommend this book for as a starting place for classroom discussions on physical differences.Highly Recommended: 4 stars out of 4Reviewer: Sean BorleSean Borle is a University of Alberta undergraduate student who is an advocate for child health and safety. 


2021 ◽  
Author(s):  
Lesley De Cruz ◽  
Jonathan Demaeyer ◽  
Stéphane Vannitsem

&lt;p&gt;In atmospheric and climate sciences, research and development is often first conducted with a simple idealized system like the Lorenz-&lt;em&gt;N&lt;/em&gt; models (&lt;em&gt;N &amp;#8712;&lt;/em&gt; {63, 84, 96}) which are toy models of atmospheric variability. On the other hand, reduced-order spectral quasi-geostrophic models of the atmosphere with a sufficient number of modes offer a good representation of the dry atmospheric dynamics. They allow one to identify typical features of the atmospheric circulation, such as blocked and zonal circulation regimes, and low-frequency variability. However, these models are less often considered in literature, despite their demonstration of more realistic behavior.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;qgs&lt;/strong&gt; (Demaeyer et al., 2020) aims to popularize these systems by providing a fast and easy-to-use Python framework for researchers and teachers to integrate this kind of model. The documentation makes it clear and efficient to handle the model, by explaining the equations and parameters and linking these to the code.&amp;#160;&lt;/p&gt;&lt;p&gt;The choice to use Python was specifically made to facilitate its use in Jupyter Notebooks and with the multiple recent machine learning libraries that are available in this language.&lt;/p&gt;&lt;p&gt;In this talk, we will present the modeling capabilities of &lt;strong&gt;qgs&lt;/strong&gt; and show its usage in a varieties of didactical and research use cases.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Reference&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;Demaeyer, J., De Cruz, L., &amp; Vannitsem, S. (2020). qgs: A flexible Python framework of reduced-order multiscale climate models. Journal of Open Source Software, 5(56), 2597, https://doi.org/10.21105/joss.02597 .&lt;/p&gt;


1993 ◽  
Vol 308 ◽  
Author(s):  
Veronique T. Gillard ◽  
David B. Noble ◽  
William D. Nix

ABSTRACTThis paper presents data for threading dislocation velocities measured in Si-Ge heteroepitaxial thin films during in situ HVTEM annealing experiments. These data are compared to three models which were previously developed to describe the kink mode of dislocation motion. Two of these models, Hirth and Lothe [1] and Seeger-Schiller [2], are based on the discrete narrow kink representation. The other, developed by Büttiker and Landauer [3], is based on the macroscopic bulge model representation of the dislocation line. It is found that both the narrow kink models underestimate dislocation velocities in the stress range of the experiments and that a good representation of the data can be obtained by using the macroscopic bulge model in the dislocation length-dependent regime.


2016 ◽  
Vol 29 (6-7) ◽  
pp. 557-583 ◽  
Author(s):  
Emiliano Macaluso ◽  
Uta Noppeney ◽  
Durk Talsma ◽  
Tiziana Vercillo ◽  
Jess Hartcher-O’Brien ◽  
...  

The role attention plays in our experience of a coherent, multisensory world is still controversial. On the one hand, a subset of inputs may be selected for detailed processing and multisensory integration in a top-down manner, i.e., guidance of multisensory integration by attention. On the other hand, stimuli may be integrated in a bottom-up fashion according to low-level properties such as spatial coincidence, thereby capturing attention. Moreover, attention itself is multifaceted and can be describedviaboth top-down and bottom-up mechanisms. Thus, the interaction between attention and multisensory integration is complex and situation-dependent. The authors of this opinion paper are researchers who have contributed to this discussion from behavioural, computational and neurophysiological perspectives. We posed a series of questions, the goal of which was to illustrate the interplay between bottom-up and top-down processes in various multisensory scenarios in order to clarify the standpoint taken by each author and with the hope of reaching a consensus. Although divergence of viewpoint emerges in the current responses, there is also considerable overlap: In general, it can be concluded that the amount of influence that attention exerts on MSI depends on the current task as well as prior knowledge and expectations of the observer. Moreover stimulus properties such as the reliability and salience also determine how open the processing is to influences of attention.


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