Paragraph-based representation of texts: A complex networks approach     

Henrique F. de Arruda  Vanessa Q. Marinho  Luciano da F. Costa  Diego R. Amancio 《Information processing & management》2019,56(3):479-494

  相似文献   

Fitness,physical activity and academic achievement in overweight/obese children     

Cristina Cadenas-Sanchez  Jairo H. Migueles  Irene Esteban-Cornejo  Jose Mora-Gonzalez  Pontus Henriksson  María Rodriguez-Ayllon 《Journal of sports sciences》2020,38(7):731-740

ABSTRACT

The aim of this study was to examine the associations of fitness and physical activity with academic achievement in children with overweight/obesity. A total of 106 (10.0 ± 1.1y, 61 boys) children participated. The fitness components were assessed by field and laboratory-based tests. Physical activity was measured via accelerometry. The academic achievement was assessed by a standardised test and school-grades. Field-based cardiorespiratory fitness was associated with language skills (ß-standardised- ranging from 0.281 to 0.365, p < 0.01). The field-based muscular strength was associated with grade point average, natural and social sciences, and foreign language (ß = 0.280–0.326, all p ≤ 0.01). Speed-agility was associated with some language-related skills (ß = 0.325–0.393, all p ≤ 0.01). The laboratory-based muscular strength also showed an association with mathematics skills (ß = 0.251–0.306, all p ≤ 0.01). Physical activity did not show significant association with academic achievement (p > 0.01). Overall, the significant associations observed for muscular strength and speed/agility were attenuated and disappeared in many cases after additional adjustments for body mass index and cardiorespiratory fitness, indicating that these associations are inter-dependent. Our study contributes by indicating that other fitness components apart from cardiorespiratory fitness, such as muscular strength and speed-agility, are positively associated with academic achievement. However, these associations appear to be dependent on body mass index and cardiorespiratory fitness.  相似文献   

A survey of talent identification and development processes in the youth academies of professional soccer clubs from around the world     

Paul R. Ford  Juan Luis Delgado Bordonau  Daniele Bonanno  José Tavares  Corne Groenendijk  Cristina Fink 《Journal of sports sciences》2020,38(11-12):1269-1278

ABSTRACT

Talent identification (TID) and development (TDE) are large fields in professional soccer and in science. However, TID and TDE processes in youth academies have not been assessed in detail. As such, our aim was to survey professional clubs from around the world about their youth academy TID and TDE processes, with 29 clubs responding to the survey. TID and TDE processes changed as a function of player age. TID processes involved finding the best players locally and regionally, but for older players the search widened to nationally and internationally for the needs of the first team. Clubs used a multidisciplinary approach to TID, but more so with older players. Median number of academy players was 80, 100, and 66 players at 8–11 years, 12–16 years, and 17–21 years, respectively. Annual player turnover in the most recent season (selections/de-selections) was 29% across all age groups, with competition from other clubs cited as a limitation to TID. TDE processes involved weekly matches and 3–5 training sessions per week led by experienced, well-qualified coaches, with most clubs providing players with academic education, residency and transportation services. Our findings extend previous research assessing professional soccer youth academy TID and TDE processes by quantifying worldwide practices.  相似文献   

Machine learning techniques for XML (co-)clustering by structure-constrained phrases     

Gianni Costa  Riccardo Ortale 《Information Retrieval》2018,21(1):24-55

A new method is proposed for clustering XML documents by structure-constrained phrases. It is implemented by three machine-learning approaches previously unexplored in the XML domain, namely non-negative matrix (tri-)factorization, co-clustering and automatic transactional clustering. A novel class of XML features approximately captures structure-constrained phrases as n-grams contextualized by root-to-leaf paths. Experiments over real-world benchmark XML corpora show that the effectiveness of the three approaches improves with contextualized n-grams of suitable length. This confirms the validity of the devised method from multiple clustering perspectives. Two approaches overcome in effectiveness several state-of-the-art competitors. The scalability of the three approaches is investigated, too.  相似文献   

Not so fast: Why the linear proposition of an after?     

Ana Cristina Zimmermann  Soraia Chung Saura 《Educational Philosophy and Theory》2018,50(14):1334-1335

  相似文献   

Dealing with the Demands: Strategies Healthcare Communication Professionals Use to Cope with Workplace Stress     

Cristina M. Gilstrap  Dineke Bernier 《Qualitative Research Reports in Communication》2017,18(1):73-81

This study examines how healthcare communication professionals (HCPs) cope with workplace stress while working in an inherently stressful industry. In-depth, semi-structured interviews were conducted with 17 HCPs (14 females, 3 males) from seven nonprofit and for-profit hospitals in the midwestern and eastern regions of the United States. Communication positions held by participants included marketing, media/community relations, public information, public relations, corporate communication, and social media. Interviews revealed HCPs use four strategies to cope with workplace stress: prioritizing, seeking colleague support, keeping perspective, and being active. HCPs primarily relied on employee-centered coping strategies, even though all sources of stress were organizationally-based (i.e., workload, lack of resources, client confidentiality). The majority of HCPs emphasized the benefits of using problem-centered (i.e., prioritizing) and emotion-centered (i.e., seeking colleague support) coping strategies. Although mentioned less often, HCPs utilized more avoidance-centered coping strategies (i.e., keeping perspective, being active). More importantly, they highlighted the benefits of using avoidance-centered strategies to help them mentally and physically disengage from workplace stress. Hospital administration should reassess if, and how, they help HCPs effectively cope with workplace stress (i.e., outlets, programs, professional development opportunities) in order to improve the well-being of HCPs and increase the likelihood of organizational success.  相似文献   

The Use of Representations and Argumentative and Explanatory Situations     

Daniela Kênia B.S. Oliveira  Paula Cristina Cardoso Mendonça 《International Journal of Science Education》2013,35(9):1402-1435

This paper discusses the use of non-verbal representations in a modelling-based science teaching context, in which argumentative and explanatory situations occur. More specifically, we analyse how the students and teacher use representations in their discourse in modelling activities, and we discuss the relationships between the functions of these representations and the demands of the explanatory and argumentative situations that exist in that classroom. The data were collected by video recording all the classes in which a teaching sequence about intermolecular interactions was used—a topic which the students had not previously studied. In the activities, the students had to create, express, test, and discuss models in order to understand the difference between intermolecular and interatomic interactions, as well as their influences on the properties of substances. Initially, we selected excerpts of the recorded classes in which a non-verbal representation was used. Then, we used criteria to identify the argumentative and explanatory situations (previously defined), and we created categories for the functions of the representations that were used in order to analyse all the identified situations. The analysis supports conclusions indicating the relevance of the use of non-verbal representations in the construction, use, and defence of explanations. As the defence of explanations was the main context in which argumentative situations occurred in this study, our conclusions also indicate the contribution that representations make towards changing the status of the students' explanations.  相似文献   

Environmental Learning of Social Cues: Evidence From Enhanced Gaze Cueing in Deaf Children     

Francesco Pavani  Marta Venturini  Francesca Baruffaldi  Maria Cristina Caselli  Wieske van Zoest 《Child development》2019,90(5):1525-1534

The susceptibility to gaze cueing in deaf children aged 7–14 years old (N = 16) was tested using a nonlinguistic task. Participants performed a peripheral shape-discrimination task, whereas uninformative central gaze cues validly or invalidly cued the location of the target. To assess the role of sign language experience and bilingualism in deaf participants, three groups of age-matched hearing children were recruited: bimodal bilinguals (vocal and sign-language, N = 19), unimodal bilinguals (two vocal languages, N = 17), and monolinguals (N = 14). Although all groups showed a gaze-cueing effect and were faster to respond to validly than invalidly cued targets, this effect was twice as large in deaf participants. This result shows that atypical sensory experience can tune the saliency of a fundamental social cue.  相似文献   

How does mental fatigue affect soccer performance during small-sided games? A cognitive,tactical and physical approach     

Caito André Kunrath  Fábio Yuzo Nakamura  André Roca  Antonio Tessitore  Israel Teoldo Da Costa 《Journal of sports sciences》2020,38(15):1818-1828

ABSTRACT