| 1. |
- Avdic, Anders, 1950-, et al.
(författare)
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Flipped classroom and learning strategies
- 2015
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Ingår i: Proceedings of 14<sup>th</sup> European Conference on e-Learning. - Reading, UK : Academic Conferences Publishing. ; , s. 41-49
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Konferensbidrag (refereegranskat)abstract
- This paper seeks to answer the research question "How does the flipped classroom affect students’ learning strategies?" In e-learning research, several studies have focused on how students and teachers perceive the flipped classroom approach. In general, these studies have reported pleasing results. Nonetheless, few, if any, studies have attempted to find out the potential effects of the flipped classroom approach on how students learn.This study was based on two cases: 1) a business modelling course and 2) a research methodology course. In both cases, participating students were from information systems courses at Dalarna University in Sweden. Recorded lectures replaced regular lectures. The recorded lectures were followed by seminars that focused on the learning content of each lecture in various ways.Three weeks after the final seminar, we arranged for two focus group interviews to take place in each course, with 8 to 10 students participating in each group. We asked open questions on how the students thought they had been affected and more dedicated questions that were generated from a literature study on the effects of flipped classroom courses. These questions dealt with issues about mobility, the potential for repeating lectures, formative feedback, the role of seminars, responsibility, empowerment, lectures before seminars, and any problems encountered.Our results show that, in general, students thought differently about learning after the courses in relation to more traditional approaches, especially regarding the need to be more active. Most students enjoyed the mobility aspect and the accessibility of recorded lectures, although a few claimed it demanded a more disciplined attitude. Most students also expressed a feeling of increased activity and responsibility when participating in seminars. Some even felt empowered because they could influence seminar content. The length of and possibility to navigate in recorded lectures was also considered important. The arrangement of the seminar rooms should promote face-to-face discussions. Finally, the types of questions and tasks were found to affect the outcomes of the seminars.The overall conclusion with regard to students’ learning strategies is that to be an active, responsible, empowered, and critical student you have to be an informed student with possibilities and mandate to influence how, where and when to learn and be able to receive continuous feedback during the learning process. Flipped classroom can support such learning.
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| 2. |
- Jonsson, Håkan, et al.
(författare)
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Lung cancer risk and radon exposure in a cohort of iron ore miners in Malmberget, Sweden
- 2010
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Ingår i: Occupational and Environmental Medicine. - : BMJ. - 1351-0711 .- 1470-7926. ; 67:8, s. 519-525
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Tidskriftsartikel (refereegranskat)abstract
- OBJECTIVES: Lung cancer caused by radon in miners is a well-known risk. However, the risk estimates vary between studies and between mines. We have studied the dose response-relationship in a Swedish iron ore mine where two other studies have previously reached different risk estimates. As this mine has relatively low radon levels, the results are highly relevant for risk estimation in non-uranium underground mines.METHODS: A new cohort of 5486 male workers employed from 1923 to 1996 was established. Cumulative radon exposures were assessed based on a large number of measurements, including reconstructions of historical conditions. 122 lung cancer cases occurred during the follow-up period of 1958-2000.RESULTS: The average cumulative exposure in underground workers was 32 kBq year/m(3) (65 working level months (WLM)), experienced over 14.6 years. The excess RR (ERR) per kBq year/m(3) was 0.046 (95% CI 0.015 to 0.077; 0.022 ERR/WLM). Confounding by quartz may affect these results but appears to account only for 10-20% of the risk. The results for squamous cell and small cell lung cancer were 0.049 and 0.072, respectively. However, no increased risk was observed for adenocarcinoma (0.000 ERR per kBq year/m(3), 95% CI -0.017 to 0.017).CONCLUSION: Our overall risk estimate is about half of that found in the first Malmberget study but twice that found in the same cohort in the previously published pooled analysis. Radon did not increase the risk for adenocarcinoma in the lung.
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| 3. |
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| 4. |
- Song, William Wei, 1960-, et al.
(författare)
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An Euclidean similarity measurement approach for hotel rating data analysis
- 2017
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Ingår i: Proceedings 2017 2nd IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2017. - 9781509044986 - 9781509044993 ; , s. 293-298
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Konferensbidrag (refereegranskat)abstract
- The most widely used method in recommendation systems is collaborative filtering, of which, a critical step is to analyze a user's preferences and make recommendations of products or services based on similarity analysis with other users' ratings. However, collaborative filtering is less usable for recommendation facing the 'cold start' problem, i.e. few comments being given to products or services. To tackle this problem, we propose an improved method that combines collaborative filtering and data classification. We use hotel recommendation data to test the proposed method. The accuracy of the recommendation is determined by the rankings. Evaluations regarding the accuracies of Top-3 and Top-10 recommendation lists using the 10-fold cross-validation method and ROC curves are conducted. The results show that the Top-3 hotel recommendation list proposed by the combined method has the superiority of the recommendation performance than the Top-10 list under the cold start condition in most of the times.
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| 5. |
- Song, William Wei, 1960-, et al.
(författare)
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Collaborative Filtering with Data Classification : A Combined Approach to Hotel Recommendation Systems
- 2016
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Ingår i: 25th International Conference on Information Systems Development (ISD2016 Poland).
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Konferensbidrag (refereegranskat)abstract
- Recommendation systems aim to help users make decisions more efficiently. The most widely used method in recommendation systems is collaborative filtering, of which, a critical step is to analyze a user's preferences and make recommendations of products or services based on similarity analysis with other users' ratings. However, collaborative filtering is less usable for recommendation facing the "cold start" problem, i.e. few comments being given to products or services. To tackle this problem, we propose an improved method that combines collaborative filtering and data classification. We use hotel recommendation data to test the proposed method. The accuracy of the recommendation is determined by the rankings. Evaluations regarding the accuracies of Top-3 and Top-10 recommendation lists using the 10-fold cross-validation method and ROC curves are conducted. The results show that the Top-3 hotel recommendation list proposed by the combined method has the superiority of the recommendation performance than the Top-10 list under the cold start condition in most of the times.
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| 6. |
- Åkerblom, Björn, et al.
(författare)
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Impaired glucose homeostasis in Shb-/- mice
- 2009
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Ingår i: Journal of Endocrinology. - 0022-0795 .- 1479-6805. ; 203:2, s. 271-279
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Tidskriftsartikel (refereegranskat)abstract
- Src homology 2 domain-containing protein B (SHB) is an adapter protein involved in the regulation of beta-cell and endothelial cell function. We have recently obtained the Shb knockout mouse, and consequently, the aim of this study was to assess the effect of Shb deletion upon beta-cell function and blood glucose homeostasis. Shb-/- mice display an elevated basal blood glucose concentration, and this increase is maintained during insulin challenge in insulin sensitivity tests. To assess glucose-induced insulin secretion, pancreata were perfused, and it was observed that Shb-/- first phase insulin secretion was blunted during glucose stimulation. Gene expression of Shb-/- islets shortly after isolation was altered, with increased pancreatic and duodenal homeobox gene-1 (Pdx1) gene expression and reduced expression of Vegf-A. Islet culture normalized Pdx1 gene expression. The microvascular density of the Shb-/- islets was reduced, and islet capillary endothelial cell morphology was changed suggesting an altered microvascular function as a contributing cause to the impaired secretory activity. Capacitance measurements of depolarization-induced exocytosis indicate a direct effect on the exocytotic machinery, in particular a dramatic reduction in readily releasable granules, as responsible for the insulin-secretory defect operating in Shb-/- islets. Shb-/- mice exhibited no alteration of islet volume or beta-cell area. In conclusion, loss of Shb impairs insulin secretion, alters islet microvascular morphology, and increases the basal blood glucose concentration. The impaired insulin secretory response is a plausible underlying cause of the metabolic impairment observed in this mutant mouse.
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