Domain Knowledge and Adaptive Serious Games: Exploring the Relationship of Learner Ability and Affect Adaptability

2021 ◽  
pp. 073563312110312
Author(s):  
Vipin Verma ◽  
Scotty D. Craig ◽  
Roy Levy ◽  
Ajay Bansal ◽  
Ashish Amresh

Detection and responding to a player’s affect are important for serious games. A method for this purpose was tested within Chem-o-crypt, a game that teaches chemical equation balancing. The game automatically detects boredom, flow, and frustration using the Affdex SDK from Affectiva. The sensed affective state is then used to adapt the game play in an attempt to engage the player in the game. A randomized controlled experiment incorporating a Dynamic Bayesian Network that compared results from groups with the affect-sensitive states vs those without revealed that measuring affect and adapting the game improved learning for low domain-knowledge participants.

Author(s):  
Kharisma Idola Arga ◽  
Tri Wahyudi ◽  
Desi Handayani

Abstract This study aims to determine the completeness of the relationship of learning resources with improved learning outcomes, and the degree of closeness of the relationship between the completeness of the learning resources with improved learning outcomes of economic subjects in class X second semester. The method used in this research is descriptive quantitative method. Where a population of 397 students. The sample in this study as many as 38 students were given a test in the form of 20 multiple-choice questions to determine student learning outcomes and questionnaires to determine the relationship of the completeness of the source of student learning. Testing the hypothesis in this study using product moment correlation test. Based on the results of hypothesis testing that has been done with the author, obtained = 0.645 greater than rdaf at the level of 5% with N = 38 is 0.320 (statistics table) this means. Namely 0.645> 0.320, which means that there is a relationship completeness of learning resources with the results of the economic study in grade x second semester. Abstrak Penelitian ini bertujuan untuk mengetahui Hubungan kelengkapan sumber belajar dengan peningkatan hasil belajar, dan tingkat keeratan antara hubungan kelengkapan sumber belajar dengan peningkatan hasil belajar mata pelajaran ekonomi pada siswa kelas X semester genap. Metode yang dipakai dalam penelitian ini adalah metode deskriptif kuantitatif. Dimana populasi sebanyak 397 siswa. Sampel dalam penelitian ini sebanyak 38 siswa diberikan tes dalam bentuk pilihan ganda sebanyak 20 soal untuk mengetahui hasil belajar siswa dan angket untuk mengetahui hubungan kelengkapan sumber belajar siswa. Pengujian hipotesis dalam penelitian ini menggunakan uji korelasi product moment. Berdasarkan hasil pengujian hipotesis yang telah dilakukan penulis, di peroleh = 0,645 lebih besar dari rdaf pada taraf 5% dengan N = 38 yaitu 0,320 (tabel statistik) hal ini berarti . Yaitu 0,645 > 0,320 yang berarti bahwa ada hubungan kelengkapan sumber belajar dengan hasil belajar ekonomi pada siswa kelas x semester genap. Kata Kunci : kelengkapan sumber belajar dan hasil belajar


2015 ◽  
Vol 2015 ◽  
pp. 1-7 ◽  
Author(s):  
Bo Sun ◽  
Yu Li ◽  
Tianyuan Ye ◽  
Yi Ren

Environmental effects are not considered sufficiently in product design. Reliability problems caused by environmental effects are very prominent. This paper proposes a method to apply ontology approach in product design. During product reliability design and analysis, environmental effects knowledge reusing is achieved. First, the relationship of environmental effects and product reliability is analyzed. Then environmental effects ontology to describe environmental effects domain knowledge is designed. Related concepts of environmental effects are formally defined by using the ontology approach. This model can be applied to arrange environmental effects knowledge in different environments. Finally, rubber seals used in the subhumid acid rain environment are taken as an example to illustrate ontological model application on reliability design and analysis.


2017 ◽  
Vol 16 (3) ◽  
pp. 281-292 ◽  
Author(s):  
Marleen D. Wessels ◽  
Leontien W. M. Bossink ◽  
Annette A. J. van der Putten

One of the benefits of physical activity in people with profound intellectual and multiple disabilities (PIMD) is an increase in alertness. This study investigated the effect of a power-assisted exercise intervention on alertness and the relationship of this effect to the level of additional motor and visual impairments in people with PIMD. A randomized controlled trial design (N = 37) was used with five measurements. Using individual plots and multilevel analysis, differences in change of alertness over time were analyzed between the intervention and control group, as was the relationship of changes to additional impairments. Considerable variation in alertness over time was found. The results showed no difference between the control and intervention groups in terms of alertness. No relationship with additional impairments was found. This study underlines the importance of looking at the effectiveness of interventions for people with PIMD because those interventions may not be as effective as expected.


Author(s):  
Maedeh Mansoubi ◽  
Shelly Coe ◽  
Jo Cossington ◽  
Johnny Collet ◽  
Miriam Clegg ◽  
...  

Physical Activity and Fatigue in Multiple Sclerosis: Secondary Outcomes from a Double-blinded Randomized Controlled Trial of Cocoa Flavonoid Drinks Maedeh Mansoubi()1,2, Shelly Coe1,2,3, Jo Cossington1, Johnny Collet1,2, Miriam Clegg4, Jacqueline Palace5, Ana Cavey5, Gabriele C DeLuca5, Martin Ovington1 and Helen Dawes1,2,6  1Center for Movement, Occupational and Rehabilitation Sciences, Oxford Institute of Nursing, Midwifery and Allied Health Research, Oxford Brookes University, Oxford, United Kingdom 2Oxford Clinical Allied Technology and Trial Services Unit (OxCATTS), Oxford, United Kingdom 3Oxford Brookes Center for Nutrition and Health, Oxford Brookes University, Oxford, United Kingdom 4Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences, University of Reading, Reading, United Kingdom 5Department of Neurology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom 6Oxford Health NHS Foundation Trust, United Kingdom © The Authors   Abstract Fatigue is a common and pervasive symptom reducing physical activity in people with multiple sclerosis (pwMS). Exercise may reduce fatigue, although evidence to guide optimal prescription is limited. Specifically, supportive evidence for the timing of exercise for fatigue management or the impact of dietary supplements is unavailable. We performed intensive phenotyping of the interrelation of time of day, physical activity levels, and fatigue to evidence exercise prescription in 40 pwMS participating in a six week randomized controlled trial of morning flavonoid intake (n=19) or a control (n=21). Physical activity was measured over seven days by using an accelerometer at baseline, week three and week six. Participants self-reported their fatigue on a 1–10 rating scale at 10 am, 3 pm, and 8 pm daily. Physical activity levels were calculated for 2.5 h before and after fatigue was reported. Generalized estimating equations were used to explore the time of day fatigue profiles, the relationship of physical activity to fatigue, and the effect of morning flavonoids on this relationship. Participants experienced higher fatigue at 8 pm (4.64±2.29) than at 3 pm (4.39±2.28) and 10 am (3.90±2.10) (P<0.001). Higher fatigue was shown to predict subsequent lower physical activity behavior (P=0.015), but physical activity did not predict higher subsequent fatigue (P>0.05). Morning flavonoid cocoa consumption reduced the relationship of fatigue to physical activity (P=0.049) and fatigue to time of the day (P<0.001). Fatigue levels increased during the day and higher fatigue reduced physical activity in pwMS, but physical activity did not increase fatigue. In addition, morning cocoa reduced daytime fatigue and the relationship of fatigue to subsequent physical activity levels. Therefore morning exercise prescription is indicated; in combination with dietary flavonoids, it may optimize exercise and physical activity potential in pwMS. Trial registration: ISRCTN69897291, https://doi.org/10.1186/ISRCTN69897291 Registration name: A study to determine whether the daily consumption of flavonoid-rich pure cocoa has the potential to reduce fatigue in people with relapsing-remitting multiple sclerosis (RRMS). Consort Statement: In this study, we adhered to CONSORT guidelines. As this paper is a secondary analysis, we therefore did not repeat some parts in the methods, results, diagrams, or tables that have been published in the first paper authored by Coe et al. 2019.


PLoS ONE ◽  
2020 ◽  
Vol 15 (12) ◽  
pp. e0243193
Author(s):  
Stefan Reiss ◽  
Vittoria Franchina ◽  
Chiara Jutzi ◽  
Robin Willardt ◽  
Eva Jonas

The COVID-19 pandemic has interrupted everyday life virtually everywhere in the world, enabling real-life research on threat-and-defense processes. In a survey conducted within the first days of implementing social distancing measures in Austria and Germany, we aimed to explore the pathways from threat perception to preferences of defense strategies. We found that anxiety, approach-related affect, and reactance were specifically elicited by motivational (vs. epistemic) discrepancies. In a second step, we tested the mediating effect of anxiety, approach-related affect, and reactance on preferences regarding personal-social and concrete-abstract defenses. Experiencing anxiety was related to interest in security-related actions, and approach-affect was related to both personal projects and social media use. Participants experiencing reactance were more inclined to pursue personal projects (personal-abstract) and less interested in security-related (personal-concrete) actions. They also showed marginally lower system justification (social-abstract). Additionally, we examined the relationship of loneliness with defense strategies, showing that loneliness was associated with lower system justification and security behaviors. The results suggest that individuals deal with threat in their own ways, mostly depending on affective state and motivational orientation: Anxiety was related to security, approach-state to action (both social and personal), reactance to derogation of the system and disregard for security, while loneliness was associated with inaction.


Nutrients ◽  
2021 ◽  
Vol 13 (7) ◽  
pp. 2251
Author(s):  
Rubén Fernández-Rodríguez ◽  
Arthur E. Mesas ◽  
Miriam Garrido-Miguel ◽  
Isabel A. Martínez-Ortega ◽  
Estela Jiménez-López ◽  
...  

The network meta-analysis and systematic review conducted aim to comparatively assess the effects of tree nuts and peanuts on body weight (BW), body mass index (BMI), waist circumference (WC), and body fat percentage (BF%). A systematic search up to 31 December 2020 was performed. A random-effects network meta-analysis was conducted following the PRISMA-NMA statement. A total of 105 randomized controlled trials (RCTs) with measures of BW (n = 6768 participants), BMI (n = 2918), WC (n = 5045), and BF% (n = 1226) were included. The transitivity assumption was met based on baseline characteristics. In the comparisons of nut consumption versus a control diet, there was no significant increase observed in any of the adiposity-related measures examined except for hazelnut-enriched diets, which raised WC. Moreover, almond-enriched diets significantly reduced WC compared to the control diet and to the pistachio-, mixed nuts-, and hazelnut-enriched diets. In subgroup analyses with only RCTs, designed to assess whether nut consumption affected weight loss, almonds were associated with reduced BMI and walnuts with reduced %BF. The evidence supports that: (1) tree nut and peanut consumption do not influence adiposity, and (2) compared to a control diet, the consumption of almond-enriched diets was associated with a reduced waist circumference.


2020 ◽  
Vol 66 (2) ◽  
pp. 222-226
Author(s):  
Carlos Henrique Ribeiro Lima ◽  
Iara Katrynne Fonsêca Oliveira ◽  
Karoline de Macêdo Gonçalves Frota ◽  
Cecilia Maria Resende Gonçalves de Carvalho ◽  
Adriana de Azevedo Paiva ◽  
...  

SUMMARY OBJECTIVE To verify the relationship of intermittent fasting in the bodyweight of overweight and obese individuals through a systematic literature review. METHODS This is a systematic review based on randomized controlled trials. The articles were consulted in the databases: Science Direct, PubMed e BVS. This review was evaluated through the PRISMA recommendation. RESULTS After the selection process, four articles were included in this review, comparing intermittent fasting (IF) with calorie restriction diet (CRD) as a control group. In 2 studies using similar protocols, there was no significant reduction in body weight of overweight or obese subjects. In the other two studies using different protocols, weight loss was significant in the IF group compared to the CRD group. CONCLUSIONS Results did not provide evidence of the effect of intermittent fasting on weight loss in overweight or obese individuals.


Paleobiology ◽  
1980 ◽  
Vol 6 (02) ◽  
pp. 146-160 ◽  
Author(s):  
William A. Oliver

The Mesozoic-Cenozoic coral Order Scleractinia has been suggested to have originated or evolved (1) by direct descent from the Paleozoic Order Rugosa or (2) by the development of a skeleton in members of one of the anemone groups that probably have existed throughout Phanerozoic time. In spite of much work on the subject, advocates of the direct descent hypothesis have failed to find convincing evidence of this relationship. Critical points are:(1) Rugosan septal insertion is serial; Scleractinian insertion is cyclic; no intermediate stages have been demonstrated. Apparent intermediates are Scleractinia having bilateral cyclic insertion or teratological Rugosa.(2) There is convincing evidence that the skeletons of many Rugosa were calcitic and none are known to be or to have been aragonitic. In contrast, the skeletons of all living Scleractinia are aragonitic and there is evidence that fossil Scleractinia were aragonitic also. The mineralogic difference is almost certainly due to intrinsic biologic factors.(3) No early Triassic corals of either group are known. This fact is not compelling (by itself) but is important in connection with points 1 and 2, because, given direct descent, both changes took place during this only stage in the history of the two groups in which there are no known corals.


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