Information retrieval and machine learning for probabilistic schema matching

Schema matching is the problem of finding correspondences (mapping rules, e.g. logical formulae) between heterogeneous schemas e.g. in the data exchange domain, or for distributed IR in federated digital libraries. This paper introduces a probabilistic framework, called sPLMap, for automatically learning schema mapping rules, based on given instances of both schemas. Different techniques, mostly from the IR and machine learning fields, are combined for finding suitable mapping candidates. Our approach gives a probabilistic interpretation of the prediction weights of the candidates, selects the rule set with highest matching probability, and outputs probabilistic rules which are capable to deal with the intrinsic uncertainty of the mapping process. Our approach with different variants has been evaluated on several test sets.     

An ethnographic field study of the influence of social interactions during the school day for children diagnosed with ADHD

The aim of this ethnographic field study was to investigate the influence of school-day social interactions on the well-being and social inclusion of children diagnosed with ADHD. The empirical data consisted of participant observations and informal interviews over a three-month period at a Danish primary school. Two ADHD-diagnosed 11-year-old boys in the fourth and fifth grades were followed on an alternating basis. The field notes were analysed using a qualitative content analysis that incorporated Etienne Wenger’s concepts of social identity and participation. The results revealed that the effects of school-day social interactions are complex and situation dependent. Medication, friendships and relationships with teachers and other adults strongly influence how children diagnosed with ADHD participate in social interactions and, consequently, how they thrive. We argue that it is important to emphasise the mediation of these children’s participation in the classroom community throughout an entire school day to ensure their social inclusion and well-being.     

Competence development in the workplace: concepts, strategies and effects

In spite of the expectations that exist regarding efforts to develop competence and in spite of the large amounts of resources devoted to it, there is a marked lack of empirically-based research on competence development in companies and other organizations. The purpose of this article is to present a review of research on strategies for competence development in organizations, their prerequisites and effects. More specifically, the following three questions will be addressed: (i) Why do organizations invest in competence development? (ii) What effects can realistically be achieved through competence development? (iii) What characterizes successful strategies for competence development in organizations? Before these questions are dealt with, different views of the meaning of the concepts of competence and competence development are presented and discussed.     

Implicit and explicit attitudes towards sport among young elite athletes with high versus low burnout symptoms

The development of cynical attitudes towards elite sport is a core symptom of athlete burnout and has been associated with dropout from elite sport. To date, this phenomenon has mainly been studied by investigating explicit attitudes towards sport, whereas athletes’ automatic evaluations (i.e. implicit attitudes) that have been shown to influence behavior as well were not considered. This study aimed to compare explicit and implicit attitudes towards sport of young elite athletes with high (N = 24) versus low (N = 26) burnout symptoms. Using self-reported measures, general and athlete burnout symptoms were assessed. Additionally, a single-target implicit association test was administered to examine participants’ automatic evaluation of sport. Statistical analysis revealed greater emotional/physical exhaustion and sport devaluation in athletes reporting high compared to low burnout symptoms. Implicit attitudes towards sport did not significantly differ between the groups. Furthermore, no significant correlations were observed between different athlete burnout symptoms and implicit attitudes. Athletes with high burnout symptoms show a tendency to explicitly detach themselves from sport, thus fostering sport devaluation as a core symptom of athlete burnout. However, this process does not seem to be reflected in their implicit attitudes towards sport.     

Physical activity,sedentary behaviour,and socioeconomic status among Finnish girls and boys aged 6–8 years

We studied differences in physical activity (PA), sedentary behaviour (SB), and the types of PA and SB between Finnish girls and boys and children from different socioeconomic backgrounds (SES). We assessed PA, SB, parental education, and household income using detailed questionnaires in a representative population sample of 486 children (238 girls, 248 boys) aged 6–8 years. Girls spent on average 1.7 h/day and boys 2.0 h/day in total PA (p?=?0.002). Altogether 66% of girls and 54% of boys had less than 2 h of total PA per day (p?=?0.012). Girls had lower levels of unsupervised PA (45 vs. 54 min/day, p?=?0.001), supervised PA (1.5 vs. 1.9 h/week, p?=?0.009), and PA during school recess (1.8 vs. 1.9 h/week, p?=?0.032) than boys. Girls had higher levels of total SB (3.8 vs. 3.4 h/day, p?=?0.015) but lower levels of screen-based SB (1.5 vs. 1.9 h/day, p?<?0.001) than boys. Lower parental education and household income were associated with lower levels of supervised PA in girls (p?=?0.011 and p?=?0.008, respectively) and in boys (p?=?0.006 and p?=?0.003, respectively). Lower parental education and household income were also related to higher levels of screen-based SB in boys (p?=?0.005 and p?<?0.001, respectively) but not in girls. Girls have lower levels of total, unsupervised, and supervised PA, PA during recess, and screen-based SB but higher levels of total SB than boys. Lower parental education and household income are associated with lower levels of supervised PA in both genders and higher levels of screen-based SB in boys.     

A bibliometric analysis of the clinical development of drugs in Norway for the year 2000

Purpose: Bibliometric analysis of publications was used to investigate the research output relating to the development of drugs in Norway and to evaluate the impact of Norwegian involvement in this research. Material and methods: One hundred and nine articles published between 2002 and 2008 were analysed. Bibliometric methods used were as follows: information on peer review, impact factor (IF), the Science Citation Index (SCI) and the representation of Norwegians in the list of authors. Results: All publications were in journals with peer review or in publications with corresponding evaluation. Industrial support, international research cooperation and drug development in phases I, II and III seem to promote publication in journals with high IF and a high SCI. In 63% of the international project articles, the Norwegian contributors were not represented in the list of authors. Conclusion: In addition to a scientific standard secured by referees, three probably independent factors – industrial support, international cooperation and early phases of the research (phases I, II and III) – seem to promote publications in journals with high IF and a high SCI. A more active Norwegian contribution to the research should be encouraged.     

Adiposity,physical activity and neuromuscular performance in children

We investigated the associations of body fat percentage (BF%), objectively assessed moderate-to-vigorous physical activity (MVPA) and different types of physical activity assessed by a questionnaire with neuromuscular performance. The participants were 404 children aged 6–8 years. BF% was assessed using dual-energy x-ray absorptiometry and physical activity by combined heart rate and movement sensing and a questionnaire. The results of 50-m shuttle run, 15-m sprint run, hand grip strength, standing long jump, sit-up, modified flamingo balance, box-and-block and sit-and-reach tests were used as measures of neuromuscular performance. Children who had a combination of higher BF% and lower levels of physical activity had the poorest performance in 50-m shuttle run, 15-m sprint run and standing long jump tests. Higher BF% was associated with slower 50-m shuttle run and 15-m sprint times, shorter distance jumped in standing long jump test, fewer sit-ups, more errors in balance test and less cubes moved in box-and-block test. Higher levels of physical activity and particularly MVPA assessed objectively by combined accelerometer and heart rate monitor were related to shorter 50-m shuttle run and 15-m sprint times. In conclusion, higher BF% and lower levels of physical activity and particularly the combination of these two factors were associated with worse neuromuscular performance.     

The Development of Study Orientations and Study Success in Students of Pharmacy

In research literature, two study orientations have been identified: meaning orientation and reproducing orientation. Few studies have examined how study orientations and conceptions of knowledge (epistemologies) interrelate. Further, longitudinal studies of the development of orientations and of conceptions of knowledge in relation to academic achievement are scarce. The study set out:(i) to examine the relationship between study orientations and conceptions of knowledge; (ii) to investigate how these kinds of beliefs change during short, career-aimed studies of natural science; (iii) to explore how study orientations and changes in them are related to study success. The sample consisted of 66 undergraduate students of pharmacy studying at a Finnish university. Participants filled in a questionnaire regarding study orientations and conceptions of knowledge at the beginning of their studies and after 3 years of study. Results showed a relationship between reproducing orientation and dualist conceptions of knowledge. Reproducing orientation and dualism diminished during undergraduate natural science studies. Further, students' reproducing orientation after the last study year was negatively related to their study success. In addition, a favourable development was detected in the group of above-average achievers, who maintained their initial level of meaning orientation while diminishing their level of reproducing orientation. Implications for instruction are discussed.     

A Critical Mapping of Practice‐Based Research as Evidenced by Swedish Architectural Theses

This article presents an investigation that was funded by the Swedish Institute into the role of creative practice in architectural research as evidenced in Swedish doctoral theses. The sample was mapped and analysed in terms of clusters of interest, approaches, cultures of knowledge and uses of creative practice. This allowed the identification of the ontological, epistemological and methodological attitudes of the researchers, and hence a glimpse of their implicit worldview. The authors claim that the relationship between worldview and research actions in emerging areas of research such as architecture is often under‐scrutinised, resulting in a disjunction between aims and strategies for action. Architectural research in which creative practices make an essential contribution to the aims, might represent something new in academic research. The investigators therefore focused on identifying cases in which creative practice was – or was claimed to be – integrated in an essential way into the research process. There were two principal conclusions. The first was that the mere presence of practice was not necessarily an indicator of so‐called arts‐based research. The second was that cases of arts‐based research that could be regarded as a new paradigm – as opposed to a variant of existing paradigms – are less common than is claimed by the researchers themselves. As a result, this article makes a contribution to the debate on whether so‐called practice‐based research should be regarded as a distinct new paradigm.