scholarly journals Enhance the Language Ability of Humanoid Robot NAO through Deep Learning to Interact with Autistic Children

Electronics ◽  
2021 ◽  
Vol 10 (19) ◽  
pp. 2393
Author(s):  
Tianhao She ◽  
Fuji Ren

Autism spectrum disorder (ASD) is a life-long neurological disability, and a cure has not yet been found. ASD begins early in childhood and lasts throughout a person’s life. Through early intervention, many actions can be taken to improve the quality of life of children. Robots are one of the best choices for accompanying children with autism. However, for most robots, the dialogue system uses traditional techniques to produce responses. Robots cannot produce meaningful answers when the conversations have not been recorded in a database. The main contribution of our work is the incorporation of a conversation model into an actual robot system for supporting children with autism. We present the use a neural network model as the generative conversational agent, which aimed at generating meaningful and coherent dialogue responses given the dialogue history. The proposed model shares an embedding layer between the encoding and decoding processes through adoption. The model is different from the canonical Seq2Seq model in which the encoder output is used only to set-up the initial state of the decoder to avoid favoring short and unconditional responses with high prior probability. In order to improve the sensitivity to context, we changed the input method of the model to better adapt to the utterances of children with autism. We adopted transfer learning to make the proposed model learn the characteristics of dialogue with autistic children and to solve the problem of the insufficient corpus of dialogue. Experiments showed that the proposed method was superior to the canonical Seq2sSeq model and the GAN-based dialogue model in both automatic evaluation indicators and human evaluation, including pushing the BLEU precision to 0.23, the greedy matching score to 0.69, the embedding average score to 0.82, the vector extrema score to 0.55, the skip-thought score to 0.65, the KL divergence score to 5.73, and the EMD score to 12.21.

Author(s):  
Afnan Maatouk Al - Talhi

The current study aimed to develop a mobile application based on video modeling to improve and enhance self-protection skills for children with autism. Semi-experimental design of the two groups was adopted: the control, which received the self-protection skills in the traditional way, while these skills was provided to the experimental group through the application based on video modeling. The research sample was consisted of 16 students who met the criteria. The researcher was applied the self-protection skills scale on the sample. After the experiment was applied for five weeks, the data were analyzed statistically. The results showed the effectiveness of the application in the development of self-protection skills for autistic children. The researcher recommended the use of the preferences of children with autism and the use of applications that based on video modeling in their education.


2021 ◽  
Vol 2 (1) ◽  
pp. 29-41
Author(s):  
Mansour Mohammed Ali Bopaeda

Having a baby is a huge responsibility. It often happens that mothers, especially when they are having their first baby, feel stressed and incompetent in their role as mothers even as their children normally grows. The purpose of this article is to identify the general features of psychological stress among mothers of autism spectrum disorder and Down syndrome and to identify the differences and relationship in psychological stress between mothers of autism and down syndrome. In this study participated a group of mothers with children who have autism (n = 44) and mothers of children with Down syndrome (n = 44). The findings made proved that the general features of psychological stress are high Among mothers of autistic children, while it was low among mothers of Down syndrome, there were also statistically significant differences in the level of psychological stress between mothers of autism and Down syndrome, and a correlation was found between mothers of autism and Down syndrome at the level of significance (0.01).


Psichologija ◽  
2009 ◽  
Vol 39 ◽  
pp. 19-30
Author(s):  
Elena Mickevičienė ◽  
Liuda Šinkariova ◽  
Aidas Perminas

Straipsnyje pateikiami abiejų tėvų, kurie augina vaiką, turintį autizmo sindromą, ir kontrolinės grupės tėvų, auginančių normalios raidos vaiką, depresyvumo ypatumai. Analizuodami depresyvumą, kalbame apie tam tikrą ikiklinikinių nuotaikos būsenų intensyvumą, pasireiškiantį liūdesiu, pesimizmu ir aktyvumo sumažėjimu.Tyrimo tikslas – palyginti tėvų ir motinų, auginančių vaikus, kuriems diagnozuotas autizmas, depresyvumo raiškos skirtumus atsižvelgiant į socialinius demografinius veiksnius. Tyrime dalyvavo motinos ir tėvai, auginantys vaikus, turinčius autizmo sindromą. Kontrolinė grupė atrinkta atitinkamai pagal autizmo sindromą turinčio vaiko ir jo tėvų lytį bei amžių – tai motinos ir tėvai, auginantys normalios raidos vaikus. Tyrime depresyvumo lygiui įvertinti buvo naudojama Zungo depresijos (Zung-SRD) skalė. Papildomai buvo pateikiami klausimai apie socialinius demografinius veiksnius: tiriamojo amžių, išsilavinimą, užimtumą, šeimos sudėtį bei vaiko, kuriam diagnozuotas autizmas, amžių, lytį, užimtumą, autizmo sutrikimo sunkumo laipsnį.Buvo nustatyta, kad šeimoje, auginančioje vaiką, kuriam būdingas autizmo sindromas, motinų ir tėvų depresyvumas pasireiškia vienodai. Tėvų ir motinų, auginančių autizmo sindromą turintį vaiką, depresyvumas yra didesnis nei normalios raidos vaiko tėvų ir motinų. Abiejų tėvų, auginančių vaiką, kuriam būdingas autizmo sindromas, depresyvumas nėra susijęs su amžiumi ir išsilavinimu. Autizmo sindromą turinčio vaiko amžius skirtingai siejasi su abiejų tėvų depresyvumo lygiu: tėvų depresyvumas didesnis, kai autizmo sindromą turintis vaikas yra 8–11 metų, o motinų depresyvumas didesnis šį sutrikimą turinčio vaiko paauglystės laikotarpiu (12–18 m.).Pagrindiniai žodžiai: vaikai, turintys autizmo sindromą, tėvas, motina, depresyvumas.Depression in fathers and mothers of children with autism spectrum disorderElena Mickevičienė, Liuda Šinkariova, Aidas Perminas SummaryParenting a child with autism spectrum disorder is stressful for many reasons: difficulty with diagnosis, lack of information about autism and its treatment, deficit of social support, etc. It is impossible to review all the problems experienced by parents, so our study focused on depression in both parents of an autistic child.The purpose of this work was to compare depression in fathers and mothers of children with autism spectrum disorder and to compare our findings with results of the control group, i.e. parents of a normally developing child. Depression in our study indicates the intensity of the preclinical state of mind, manifested by sadness, pessimism and a decrease of activity.120 persons participated in the study, 72 (60%) of them being mothers and 48 (40%) fathers of autistic children raging from 3 to 18 years of age. Control group consisted of 69 mothers (57.5%) and 51 fathers (42.5%) of normally developing children of the same age, selected in accordance with the gender and age of autistic children as well as the gender and age of their parents. The age of the participants ranged from 25 to 60 years (mean 39, SD 6.55).For evaluation of depression, we employed Cung’s depression scale. Additional questions on social-demographic factors were also included: age, education and employment status of participants; family composition; age and gender of child with diagnosed autism and occupation.The results showed that depression in mothers and fathers with autistic children did not differ. Both parents of an autistic child had a higher depression than both parents of normally developing children (p = 0,001). The age and education of parents with autistic children did not correlate with depression. The age of the autistic child correlated with depression of both parents differently: when an autistic child was 3–7 years old, depression in fathers and mothers did not differ; when an autistic child was 8–11 years old, depression in fathers was higher than in mothers; during adolescence of an autistic child, the difference of depression persised, but its direction was opposite, mothers showing a higher depression than fathers.There are several limitations to this study. We should note that the sample does not represent the population of families with autistic children. Also, Cung’s depression scale might not be the best scale to evaluate depression in these families. Another limitation is that we did not consider all circumstances, such as marital status, gender of children, occupation of parents and children, individual characteristics, social support and the degree of severity of autism. Findings of this study require further researche. However, the results indicate that parents of an autistic child need special understanding and support.Keywords: autistic child, mother, father, depression.


2019 ◽  
Vol 8 (3) ◽  
pp. 5995-5999

This study aims to explain on the development of an Android based application using a serious games technique, which known as Autism Kits. It's a built mobile application that functions as an autism spectrum disorder learning application. The model was followed by the ADDIE methodology. In the meantime, respondents, including autism students, educators and parents, were tested. After the application was completed, a survey was performed. Results have demonstrated that teachers and parents are willing to use the application for autistic children that has been found to be very useful.


2020 ◽  
Vol 18 (4) ◽  
pp. 43-51
Author(s):  
U.N. Kapysheva ◽  
Z.K. Karatai ◽  
S.K. Bakhtiyarova ◽  
B.I. Zhaksymov

The cross-over effect of the influence of the hypoxic environment and physical activity, designated as “cross-adaptation”, on the health promotion of children with autism spectrum disorders (ASD) was investigated. A model has been developed for correcting the health of children with ASD on the basis of systematic seasonal 10-day physical training courses in a natural moderately hypoxic environment. Systematic health improvement courses with the use of special physical exercises in conditions of natural mountain hypoxia develop cellular and humoral mechanisms of immune responses, increase immunity, improve the physical and psycho-emotional state of children. Among 50 young and adolescent children diagnosed with ASD, after 4 10-day health improvement courses during the year, 20% of young children and 80% of adolescents showed an increase in the activity of cellular and humoral immunity. The proposed model for correcting the health of children with ASD is a promising universal non-drug way to increase immunity, stimulate the processes of adaptation and socialization of children with ASD. In the opinion of parents, after health improvement courses, many children have a desire to communicate with both parents and other children.


Author(s):  
Md. Arif Uddin Khan

Autism Spectrum Disorders are increasingly known in developing countries like Bangladesh. The children with autism exhibit significant deficits in social communication, including delayed language development and imitation skills. This disorder is different from other disorders and its characteristics and functions are also different. Families having children with autism spectrum disorder play important role in their socialization and face many challenges as the disorder is associated with disruptive antisocial behavior. The main objective of this research is to know the role of family in socializing autistic children. This research was conducted though survey method by using a semi-structured questionnaire. The data of this study was collected from 78 parents having children with autism spectrum disorder. In our country autism newly introduced and research on autism especially role of the family of the autistic children in socialization are very few. So, this study discusses the role of family in socializing autistic children.


2016 ◽  
Vol 4 (2) ◽  
pp. 76 ◽  
Author(s):  
Khaled Yousef Asi

<p>The current study aimed to identify the level of quality of life among parents of children with autism spectrum disorder and the differences according to the relationship with the autistic child, gender, severity of disability. The sample consisted of (100) parents of children with autism spectrum disorder, enrolled in the program of autism, intentionally selected in Riyadh, Saudi Arabia. Quality of life scale prepared and utilized by the author after verification of validity and reliability. The results showed that the level of quality of life among the participants was medium, and the results showed statistically significant differences in the level of quality of life among the participants due to the impact of the relationship with autistic children, where differences were in favor of the parents, and the variable of gender of the autistic child, where differences were in favor of the males, and severity of the disability, where the differences were in favor of the mild group. The study recommended the need to draw the attention of officials in the care and service centers for children with autism spectrum to provide training programs and activities for parents of autistic children to raise the level of quality of life, especially mothers.</p>


2018 ◽  
Vol 11 (2) ◽  
pp. 689-701 ◽  
Author(s):  
Md. Shariful Islam ◽  
Fatema Kanak ◽  
Md. Asif Iqbal ◽  
Kazi Faheema Islam ◽  
Abdullah Al-Mamun ◽  
...  

Autism spectrum disorders (ASDs) are a collection of conditions characterized by stereo typed behaviors and narrow interests and pervasive problems with communication and social interactions. Globally, researchers are working on identifying the root cause and management of ASD. Although research on autism is at nascent stage in Bangladesh but in terms of social epidemicity, it is currently an utmost important issue. The aim of the study is to analyze the effect of age, sex, birth weight, mother’s pregnancy duration, pregnancy time complicacy and genetic linkage on autism. The study also related, the socio-economic status of the autistic children and satisfaction of parent on government response in this issue. The study was conducted on 50 patients in 2 Autistic Schools (Bangladesh Protibondhi Foundation and Autistic Children Welfare Foundation, Bangladesh) of the Dhaka City from June 2010 to December 2010. Study related data were collected through a predesigned questionnaire In our study out of 50 children with autism 86% were male and 24% were in the age range between 73to 84 months. About 84% children with autism were lived in urban area and about 52% were belonging at the upper middle class. The main signs and symptoms observed, was prefer to play alone (i.e. 74%). Moreover 60% children with autism talks later than age 2 and 58% had poor eye contact. During our study we have observed that 14% children were linked by heredity and 10% have siblings with same problem. Rett syndrome (i.e. 40%) and autistic disorder (i.e., 32%) were more commonly observed. From the prescription, the study revealed, physicians diagnosed speech delay in 32% patient and 8% were diagnosed with attention deficit hyperactivity disorder. For treatment physicians mainly prescribes vitamins (i.e. 50%), antiepileptic drugs (i.e. 12%), and antipsychotic drugs (i.e. 4%). Besides most of the children were treated with physical and occupational therapy but no objection was found with vaccine. During our study we had observed that, 82% parents were not satisfied by the steps taken by the government yet. This study observed that, apart from alarming increase rate of autism in Dhaka City, modern diagnosis and medication facilities as well as therapies are deficit. Therefore, the new born babies and upcoming parents are at great risk due to insufficiency of awareness. So proper awareness programs and more facilities for autistic children should be introduced by both government and non-government sectors.


2021 ◽  
Vol 37 (4) ◽  
Author(s):  
Laila Yousif Al-Ayadhi ◽  
Farah Ali Alghamdi ◽  
Lamees Abdula Altamimi ◽  
Luluh Yousef Alsughayer ◽  
Abdulrahman Mohammad Alhowikan ◽  
...  

Objectives: To investigate the blood plasma levels of Fetuin-A protein in children with Autism Spectrum Disorder (ASD) and healthy controls that could offer novel diagnostic biomarkers of disease development in ASD. Another objective was to investigate the severity of autistic children by Childhood Autism Rating Scale (CARS) and Short Sensory Profile (SSP). Methods: This case control study was carried out at Autism Research and Treatment (ART) Center, King Saud University, Riyadh, Saudi Arabia, from October 2019 to February 2020. Plasma concentration of Fetuin-A was analyzed by enzyme-linked immunosorbent assay (ELISA) in ASD subjects (n=46) and normal controls (n=44). Correlation among Fetuin-A levels, CARS and SSP was established by Spearman’s correlation coefficient (r). Results: Overall, autistic children had significantly (p= 0.0.02) lower Fetuin-A concentration [50.76 (22.2-68.5) ng/ml] than those of healthy controls [53.7 (35.6-99.7) ng/ml] [median (interquartile range)]. Children with mild to moderate autism (n=24, 52%) also showed significantly lower Fetuin-A levels [50.0 (30.0-68.2) ng/ml], (p =0.02} than healthy controls [53.7 (35.6-99.7) ng/ml] [median (IQR)]. However, there was no significant change (p = 0.71) observed between the Fetuin-A levels of children with severe autism [51.8 (22.2-68.5)] ng/ml, mild to moderate autism [50 (30-68.2)] ng/ml [median (IQR)] and healthy controls (p=0.12). Also no significant correlations between Fetuin-A, CARS and SSP were observed (CARS, r= 0.024, p=0.88; SSP, r= -0.003, p=0.98). Conclusion: Overall the low Fetuin-A plasma values in ASD subjects, most likely show that Fetuin-A could be associated in the physiology of autism. Further studies with larger patient and control cohorts will be necessary to determine whether Fetuin-A can be used as a biomarker for ASD. doi: https://doi.org/10.12669/pjms.37.4.4032 How to cite this:Al-Ayadhi LY, Alghamdi FA, Altamimi LA, Alsughayer LY, Alhowikan AM, Halepoto DM. The possible link between Fetuin-A Protein and Neuro-inflammation in Children with Autism Spectrum Disorder. Pak J Med Sci. 2021;37(4):---------.  doi: https://doi.org/10.12669/pjms.37.4.4032 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.


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